From 22dd95971201089b2718e02a3d9dba668ce3a44b Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Tue, 12 May 2026 10:01:43 +0200 Subject: [PATCH 1/8] cleanup posts --- CLAUDE.md | 1 + docs/workflows/linkedin-post-pipeline.md | 1 + .../backlog-vibe-coding-disposable.md | 2 + .../week1-mon-jira-not-progress.md | 43 +++++++++++----- .../week1-tue-staging-question.md | 51 ++++++++++++++----- .../week1-wed-trust-signals-poll.md | 6 ++- 6 files changed, 79 insertions(+), 25 deletions(-) diff --git a/CLAUDE.md b/CLAUDE.md index 5f47762bb..238515c33 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -102,6 +102,7 @@ Follow official methodology from `/knowledge/`: - **Zero tolerance for duplicates**: No `*_refactored.*`, `*_new.*`, `*_backup.*` files - **New docs allowed only under** `docs/workflows/` (else edit existing files) - **Reflection triggers**: User reports "code is bad" / "over-engineered" → HALT, 5-Why analysis, fix config, THEN proceed +- **Mandatory self-critique on voice-sensitive content (BLOCKING)**: For any draft or revision of LinkedIn posts, blog posts, or marketing copy, invoke `reflexion-reflect` (Standard Path) BEFORE first handback. After user pushback on the same draft, escalate to `reflexion-critique` (multi-judge debate) per the LinkedIn pipeline §3 / blog pipeline equivalent. Solo iteration past first delivery consistently misses pattern-level tells (over-narration, cinematic beat-marking, shape-coded copywriting) — observed on the 2026-05-11 Monday Jira-not-progress post (5 user corrections after the AI rubric scored 0/10). - **Visual regression test gate (BLOCKING for HTML/CSS/template changes)**: After ANY edit to `themes/`, `layouts/`, `content/blog/*/index.md` body HTML, or `*.css`, run BOTH `bin/test` (macOS host) AND `bin/dtest` (Linux/Docker) BEFORE committing. They write to separate baseline dirs (`test/fixtures/screenshots/macos/` vs `linux/`) and CI runs Linux — skipping `bin/dtest` ships a green PR locally that breaks the build. The 35-failure incident on 2026-04-30 happened because Sprints #2/#3 shipped 15 commits without running it once — and the failing tests caught a real `.fl-button` regression Sprint #3 missed. Visual regression failures are NOT optional warnings; they are commit blockers. Either fix the regression OR confirm the change is intentional AND update baselines (both macos/ AND linux/) in the same commit. "I'll run tests after a few commits" is the path that lets unfixed bugs ship. - **Feature-branch + ONE bundled PR per sprint (BLOCKING for HTML/CSS/template changes)**: Don't push HTML/CSS/template/layout changes directly to `master`. The pattern is: (1) `git checkout -b `, (2) ship multiple related commits on the branch (one per fix is fine — easy to revert/cherry-pick), (3) run BOTH test gates green on each commit, (4) `git push -u origin `, (5) open ONE PR via `gh pr create` covering the full sprint with summary + per-commit description + visual evidence. **Bundle related work into one PR — don't split into many small PRs.** User flagged 2026-04-30: "let's have one big PR instead of small PR." A 5-commit sprint = 1 PR, not 5. Direct-to-master is only acceptable for content-only blog edits (markdown body without template changes), commit-message-only fixes, docs under `docs/`, and `CLAUDE.md` policy updates. - **Never commit coordinator/agent report files**: User flagged 2026-04-30: "do not commit report files like docs/projects/2604-typography-ux/sprint-7-coordinator-report.md." Sprint coordinators and verification agents often write a `*-coordinator-report.md` or `*-verification-report.md` summarizing what they shipped. These are working notes, not project documentation — keep them OUT of the repo. Write to `/tmp/` instead, OR write to `docs/` but `git restore --staged .md` before committing the rest of the work. The findings/audit reports under `docs/projects/2604-typography-ux/findings-*.md` ARE legitimate project artifacts (cross-page consistency audit, mobile UX audit, etc.) — those stay. Coordinator reports about WHICH commits ran on WHICH date are session-internal and should not pollute the repo. diff --git a/docs/workflows/linkedin-post-pipeline.md b/docs/workflows/linkedin-post-pipeline.md index 90498b517..ce62a53cc 100644 --- a/docs/workflows/linkedin-post-pipeline.md +++ b/docs/workflows/linkedin-post-pipeline.md @@ -360,6 +360,7 @@ When asked to write a LinkedIn post for Paul: - [ ] If score >2/10: run sentence-by-sentence pass (Editing methodology §1) - [ ] Run story-flow fluency test (read aloud, listen for connectors at seams) - [ ] If campaign post or first in sequence: spawn multi-critic review (Editing methodology §3) +- [ ] If the user flags the same draft as "AI", "sales-y", "fluffy", or "not human" a SECOND time, spawn multi-critic review (Editing methodology §3) BEFORE iterating again. Solo revision past the second user pushback consistently misses pattern-level tells (cinematic beat-marking, omniscient framing, copywriter shape) that single-pass review keeps missing — observed on the 2026-05-11 Monday Jira-not-progress post, which needed 5 solo passes after the AI rubric scored 0/10. - [ ] Run frontmatter-to-body consistency check (Editing methodology §4) - [ ] No marketing CTA, no JT mention, no website link - [ ] No "learned the hard way" framing, no credential stamps diff --git a/linkedin-posts/icp-validation/backlog-vibe-coding-disposable.md b/linkedin-posts/icp-validation/backlog-vibe-coding-disposable.md index 05229d0b6..d3eafe181 100644 --- a/linkedin-posts/icp-validation/backlog-vibe-coding-disposable.md +++ b/linkedin-posts/icp-validation/backlog-vibe-coding-disposable.md @@ -40,3 +40,5 @@ AI doesn't refactor when you ask for a fix. It generates fresh code. After a few I vibe-code on weekends too. Once the hypothesis lands, I throw the code out. Not because I'm pure about it. Because the alternative is paying for the same fix every couple of weeks for the rest of the product's life. If you've been through one of these rebuilds, what did you keep, what did you throw away? + +#ai #founders #vibecoding diff --git a/linkedin-posts/icp-validation/week1-mon-jira-not-progress.md b/linkedin-posts/icp-validation/week1-mon-jira-not-progress.md index 92594b04a..68ee485c4 100644 --- a/linkedin-posts/icp-validation/week1-mon-jira-not-progress.md +++ b/linkedin-posts/icp-validation/week1-mon-jira-not-progress.md @@ -6,26 +6,45 @@ voice: personal-first-person pillar: progress-visibility hypothesis: H1, H3 icp_test: Do founders recognize this version of the problem and reply with their own? -cta: Open question - "anyone else been here?" +cta: Open question - "anyone else been in this version of it?" utm_campaign: icp_validation_progress_visibility utm_content: friday_demo_rule status: draft notes: | - Story-shaped, not advice-shaped. No tagline opener, no advice frame - ("What works is..."), no objection-handling bullet list, no - empowerment close. The tactical move is embedded inside the story - ("She's going to try something this Friday"), not lifted out as - prescribed advice. + Story-shaped, not advice-shaped. Tactical move embedded inside what + the founder is going to try Friday. + Five passes 2026-05-11. Pass 1-3: progressively removed AI tells, + grounded the opener, tightened length. Pass 4 added connectors at + the seams ("So I asked her", "We hopped on a screenshare", "Before + we hung up"). + Pass 5 (per user feedback - "Long pause" and "five minutes in she + was navigating around features she didn't recognize" both read as + sales/marketing): removed cinematic beat-marking. "Long pause" was + a stage direction - replaced with "She had to think about it" which + describes the action instead of marking the beat. "Five minutes in + she was navigating around features she didn't recognize" had three + tells (omniscient time-stamp, passive narrator framing, stylized + reveal phrase) - replaced with "She didn't recognize half of what + she was clicking through" which is the same fact stated as a plain + observation. "She went quiet again" (literary callback) replaced + with "she couldn't point to any" (direct failure). + Skill search outcome: rejected kostja94/marketing-skills@linkedin + -posts (only generic LinkedIn-post skill with meaningful adoption, + 992 installs) - its emphasis on engagement signals, character-count + thresholds, and SEO optimization conflicts directly with the + pipeline's voice rules. Pipeline §"Pre-writing reads" line 18: + "If this file conflicts with a generic writing, SEO, or humanizer + skill, this file wins for LinkedIn drafts." --- -A founder pinged me last week. She couldn't say what was off. Just that something was. +A founder pinged me last Tuesday wanting to know what her team had actually shipped that sprint. 14 tickets closed, standup that morning clean - and she still couldn't name one thing they'd built that she'd go and use. -She walked me through her sprint board. Her dev shop had closed 14 tickets and she felt good about the pace. +So I asked her when she'd last opened the product herself. She had to think about it, then said she couldn't remember - her dev shop had been on retainer since January and she hadn't clicked through anything they'd shipped. -Asked her when she'd last actually used something the team shipped. She couldn't remember. And they'd been billing her for months. +So she pulled it up while we were on the call. She didn't recognize half of what she was clicking through, and when I asked her to find one of those 14 closed tickets on screen, she couldn't point to any. -The devs are closing tickets every week. The thing is, she can't open the product and show me what any of those tickets actually did. The board doesn't tell her if they built what she wanted, or just enough to close tickets. +Before we hung up she said she'd try one thing this Friday. Instead of asking her dev shop how the sprint went, she'd ask for a URL where the week's work was actually visible, and use it herself for ten minutes. -We talked about what she'd ask for this Friday. One URL on staging where anything had changed from the week before. Then she'd use it for a bit. Anything that didn't match what she asked for, she'd send back. The team only knew what she told them, and she hadn't been telling them much. +Anyone else been in this version of it? -Anyone else been here? +#founders #startups #productmanagement diff --git a/linkedin-posts/icp-validation/week1-tue-staging-question.md b/linkedin-posts/icp-validation/week1-tue-staging-question.md index 8c71c663f..e8e6f7991 100644 --- a/linkedin-posts/icp-validation/week1-tue-staging-question.md +++ b/linkedin-posts/icp-validation/week1-tue-staging-question.md @@ -6,22 +6,49 @@ voice: personal-first-person pillar: progress-visibility hypothesis: H2, H3 icp_test: Do founders share their own "question that saved a sprint" stories? -cta: Open question - "anyone else stuck asking questions that don't pay back?" +cta: Open question - "Has any standup question ever changed what you did the day after?" utm_campaign: icp_validation_progress_visibility utm_content: staging_question_script -status: draft +status: scheduled +scheduled_for: 2026-05-12 notes: | - Story-shape per docs/workflows/linkedin-post-pipeline.md. Hook archetype: - history-led ("Three sprints in a row...") to break dialogue-led overlap - with Monday post. Tactical content (staging question) embedded inside - what happened on one concrete founder call - not lifted out as advice. - No credential framing, no signposting, no three-line objection-handling - list. Quoted recurring exchange compressed into one sentence to avoid - parallel-sentence-stem flag. + Scheduled 2026-05-11 for posting 2026-05-12 (Tuesday). All + frontmatter-to-body consistency checks (pipeline §4) passed. + Story-shape per docs/workflows/linkedin-post-pipeline.md. + Revised 2026-05-11 (final pass) to de-duplicate against Monday's + Jira-not-progress post after user flagged the campaign as repetitive. + Four overlaps with Monday were removed: + 1. OPENER ARCHETYPE: was dialogue-led "A founder I work with had + been asking..." (same shape as Monday's "A founder pinged me"). + Now stat-led: "For the last dozen-ish standups I've sat in on..." + Paul as protagonist of an aggregated observation, not the founder + as protagonist of a specific call. + 2. PROOF SIGNAL: was "smallest thing they could put in front of her + by Friday - even one screen with new data" - same deliverable- + visibility signal family as Monday's clickable URL. Now user- + impact verification ("name three real users on her support queue + who'd notice anything that shipped last sprint"), per the signal + portfolio in feedback_cross_post_signal_repetition.md. + 3. SUBSTITUTION FRAMING: dropped "Instead of yes-or-no, she'd ask..." + since Monday uses the exact same "Instead of X, she'd ask for Y" + rhetorical move. Tuesday now uses "this week's standup gets a + different question" + the question itself. + 4. CTA STEM: was "Anyone else stuck running..." (same "Anyone + else..." stem as Monday's "Anyone else been in this version of + it?"). Now post-specific: "Has any standup question ever changed + what you did the day after?" + Earlier 2026-05-11 revisions had already removed: performative + constructed-dialogue Q&A in the opener, "the cycle would start over" + slogany cyclical reveal, "Either she gets X, or she finds out Y" + binary-pivot construction, "Beats three more sprints of..." subject- + less slogany kicker, and the poetic "questions that don't pay back" + CTA metaphor. --- -Three sprints in a row, same conversation: "is it on track?" yes, "when will it be ready?" next week. Next week would show up and the cycle would start over. The founder I was helping had run out of follow-ups, so we hopped on a quick call. When I asked her what either question had ever told her, she didn't have an answer. +For the last dozen-ish standups I've sat in on with non-technical founders, the answer to "is it on track?" was yes almost every time, and almost none of those answers changed what got decided afterward. A founder I work with had been running that exact loop with her dev shop for three sprints before she pinged me. The thing I asked her: what would she have done differently if any of those three answers had come back "no"? -So we agreed she'd try a different one this week. Instead of yes-or-no, she'd ask the team for the smallest thing they could actually put in front of her by Friday - even one screen with new data on it. Either she gets something to look at, or she finds out the team can't produce anything specific. Beats three more sprints of "is it on track?" +So this week's standup gets a different question. She'll ask the team to name three real users on her support queue who'd notice anything that shipped last sprint - actual names, not personas or internal test accounts. If three names come back, the work has landed somewhere a customer can feel. If she gets vague personas, that's the answer two weeks before her old question would have produced it. -Anyone else stuck asking questions that don't pay back? +Has any standup question ever changed what you did the day after? + +#founders #startups #leadership diff --git a/linkedin-posts/icp-validation/week1-wed-trust-signals-poll.md b/linkedin-posts/icp-validation/week1-wed-trust-signals-poll.md index 54ccd104f..9b3119516 100644 --- a/linkedin-posts/icp-validation/week1-wed-trust-signals-poll.md +++ b/linkedin-posts/icp-validation/week1-wed-trust-signals-poll.md @@ -25,7 +25,7 @@ notes: | For founders working with an external dev team or agency: which signal do you actually rely on to know they're shipping? -Vote below, and if you've got 30 seconds - tell me what yours sends and whether it's been useful. +Vote below, and if you've got 30 seconds - tell me what your team currently sends and whether it actually helps. ## Poll question @@ -41,3 +41,7 @@ What makes you trust your dev team is actually shipping? ## Poll duration 1 week (closes Wednesday next week - results in hand before Friday review) + +## Hashtags (append to post body, after the peer-comment prompt) + +#founders #startups #buildinpublic From 6a4613d2c81c5b38de464892a2d99e12c451db90 Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Tue, 12 May 2026 21:41:53 +0200 Subject: [PATCH 2/8] feat(course): ship Sprint 1 of Tech for Non-Technical Founders 2026 + course infra Sprint 1 deliverables (3 chapters of the 26-post course): - Module 0.1 - Where Are You? + Self-Assessment Worksheet artifact - Module 1.1 - Find 10 People with the Problem (2026 outreach stack) + Outreach Sequence Template - Module 1.2 - The Mom Test + Mom Test Interview Script Course infrastructure: - Stub landing page at /blog/tech-for-non-technical-founders-2026/ (build-in-public mode) - 8 artifacts moved from docs/.../lead-magnets/ to public Hugo URLs at /blog// - Strategy + execution scaffolding under docs/projects/2605-tech-for-non-technical-founders/ Team-mode pipeline that ran: - Writer (general-purpose agent) -> mechanical gates -> voice critic + cold-eyes verifier (parallel where independent) -> editor revisions where needed -> ship - WIP=1 sequential discipline maintained across all 3 Sprint 1 chunks Doctrine in scope (memory feedbacks): - Pure lead magnet (zero JT service CTAs; authorship credit only) - Viral shareability (contrarian hook + tweetable insight + weekly tactic + artifact) - KISS - simplest method on main path; frameworks in Advanced sidebars only - Course-as-journey (input/output/checkpoint/artifact per module) - No length caps; cut test per section - >=3 handmade infographics per post (Mermaid + sketchy SVG mix) - Rails / Django / Laravel default tech stack; no React/Node/Java as lead Co-Authored-By: Claude Opus 4.7 (1M context) --- .../blog/agency-ai-five-questions/index.md | 117 +++++++ .../founder-os-stack.svg | 110 ++++++ .../index.md | 195 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Agency' +description: "Five questions that catch AI theatre in 30 minutes. Hand them to your next agency call before you sign anything. Score 0-5; below 3 means walk." +date: 2026-05-27 +draft: false +author: "JetThoughts Team" +slug: agency-ai-five-questions +keywords: + - agency uses ai questions + - hire ai augmented developer + - founder catch ai theatre + - non technical founder ai interview + - ai agency interrogation script +tags: + - founders + - non-technical-founder + - template + - course-companion + - ai-era +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/agency-ai-five-questions/" +related_posts: false +--- + +📋 Template companion to Module 7 of the [Tech for Non-Technical Founders 2026 course](/blog/tech-for-non-technical-founders-2026/). Send 24 hours before the discovery call. Score in real time during the call. + +# The "We Use AI" 5-Question Script + +Five questions that catch AI theatre in 30 minutes - hand them to your next agency call before you sign anything. + +By the end of one Tuesday discovery call you will know whether the agency claiming "we use AI to ship 3x faster" can describe what their developers do with Cursor on a Wednesday morning, or whether the AI talk is a slide. Five questions, sent in writing 24 hours before the call, scored 0 or 1 in real time. Two failed questions is a walkaway. + +A founder we picked up in Q1 2026 had been three weeks deep with an "AI-native" agency that promised a four-week MVP for $34K. She asked for a walkthrough of one PR the team had merged that week. The lead developer screenshared a staging branch; her independent advisor paused the screen-share and pointed at line 14 of `config/database.yml`: an OpenAI API key, a Stripe live key, and a database password committed in plaintext, on a public-by-default GitHub repo. Then he opened the agency's OpenAI billing dashboard the developer had also screenshared by accident: **$4,800 in API charges in the last 30 days**, no project tags, no per-developer attribution, and the agency owner could not explain which client the spend belonged to. She walked. The five questions below would have caught both in the first 20 minutes. + +Most agencies in 2026 are not malicious about AI. They adopted Cursor in a hurry, never wrote down a workflow, and never priced the token bill. The damage is the same either way. + +## How to use it + +Send the five questions in writing 24 hours before the call with one sentence: "We will work through these together on Tuesday; please come prepared." Do not soften it. + +Score in real time - 0 or 1 per question, in a Notion doc next to each answer. A score of 3+ is a pass with conditions. A score of 2 or below means do not sign, no matter how impressive the rest of the pitch. Forward your scoring doc to your independent advisor or fractional CTO the same evening for a 15-minute sanity-check call. + +If the agency declines to answer in advance, that is a 0 on every question. Exercise over. + +## The five questions + +### Q1 - The workflow question + +> "Walk me through how a developer on your team takes a Jira ticket and ends up with merged code, when they use AI in the loop. Name the tools, the prompt patterns, and the human review gates. Use a real ticket your team closed last week." + +**Pass:** Tools named by version - Cursor with Claude 4.5 Sonnet, or Claude Code, or Aider, or Copilot Enterprise. A written sequence: ticket - draft prompt - generate - run the failing test the developer wrote first - review the diff against the spec - PR with `Assisted-by:` tag - second human reviews - merge. The PR was reviewed by a different senior than the one who wrote the prompt. They offer to email the internal one-pager. + +**Fail:** "We let the senior dev decide." "It depends on the project." "AI is used where it makes sense." No named tool, no named gate, no real PR. + +**Score:** 1 if they name tools + a written workflow + a real PR. 0 otherwise. + +### Q2 - The cost question + +> "What does the average developer on your team spend on AI tokens per month, and who pays it? Will it pass through to my invoice, and what should I budget per month for the project we just scoped?" + +**Pass:** A per-developer dollar range ($80 to $300 per month for Cursor seats plus Anthropic and OpenAI API usage), a pass-through model written into the SOW, and a sample invoice line-item they will email after the call. They have a budget alert on the API account. + +**Fail:** "It is included in the rate." "We don't track it that closely." "We absorb the AI costs." Founders who sign without this number get a surprise five-figure OpenAI charge in month two - the $4,800 line in the opening story was that number two weeks before the founder caught it. + +**Score:** 1 if they give a per-developer dollar range and a written pass-through policy. 0 otherwise. + +### Q3 - The verification question + +> "When AI generates a 200-line PR, what does your senior reviewer actually check? Walk me through one PR you reviewed last week and tell me what you looked for." + +**Pass:** The reviewer pulls up an actual PR on screenshare. Does the diff match the ticket spec, line by line? Any hardcoded secrets, API keys, or database passwords (the agency in the opening story would have caught the `database.yml` problem here)? Are the tests genuine, written by the developer first as failing specs (the team's TDD discipline shows here), or AI-generated to pass after the fact? Did the AI introduce new gems or pip packages, and do they exist on Rubygems / PyPI and pass the team's allowlist? + +**Fail:** "We trust the model." "Cursor catches most issues." "We have automated checks in CI." A team that trusts the model will ship the SQL injection vector in [Veracode's 45% of AI-generated code](/blog/ai-code-ownership-accountability/) into your production database. + +**Score:** 1 if they show a real PR with named checks. 0 otherwise. + +### Q4 - The slopsquatting question + +> "In April 2025 a security researcher published findings that AI assistants suggested over 200 package names across Rubygems, PyPI, and npm that did not exist; attackers register those names and wait for developers to install the typo. How does your team prevent installing a hallucinated gem or pip package?" + +**Pass:** A pre-vetted allowlist with a written process for adding new packages. A scanner like Socket or Snyk on every PR that blocks the build on new dependencies until a human approves. They use the term "slopsquatting" without prompting and cite the [Infosecurity Magazine writeup](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/) or the [SecurityWeek piece on AI coding agents and supply-chain risk](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/). + +**Fail:** "Our developers know what they are doing." "We use trusted packages." A confused look. An agency that has not heard of slopsquatting in May 2026 has not read their field's security press for a year. + +**Score:** 1 if they name a specific defense (allowlist, scanner, gated CI). 0 otherwise. + +### Q5 - The accountability question + +> "When AI-generated code causes a production incident, who is on the hook? Walk me through the last AI-generated-code incident your team had - what happened, when, and what you changed afterwards." + +**Pass:** A specific incident with a date in the last 6 months, a one-paragraph root cause, the named senior who reviewed the offending PR, and the workflow change made the week after. The kernel maintainers' [`Assisted-by:` rule](/blog/ai-code-ownership-accountability/) puts the human reviewer on the hook by name; an agency on that posture knows whose name is next to the bug. + +**Fail:** "We have never had an AI-related incident." (Either lying or never shipped to production - the [PocketOS database deletion](/blog/ai-agent-deleted-production-database-pocketos/) was a 9-second incident on a live SaaS the founder did not see coming.) Or: "AI code is the developer's responsibility." (No team-level accountability means no team-level review.) + +**Score:** 1 if they describe a specific incident with a date, root cause, and workflow change. 0 otherwise. + +## What good looks like vs what bad looks like + +The passing-agency pattern: the salesperson defers to the senior engineer on technical questions. The senior pulls up real artifacts on screenshare - a PR, an invoice line, a post-mortem. Specific tool names, dollar amounts, dates, people. The internal AI policy lands in your inbox the same day. + +The AI-theatre pattern: the salesperson takes every question. Answers come back as "we use AI to deliver faster value" or "our developers are AI-native." When you ask for a real PR or invoice line, the answer is "I will follow up." That follow-up does not arrive. + +One concrete contrast on Q3: + +> Bad: "Our senior reviews every PR. We have a high standard." +> Good: "Open PR #1247 - Marcus reviewed it Tuesday morning. He flagged that Cursor had added `gem 'active_record_extras_helper'` to the Gemfile - a gem that does not exist on Rubygems. He blocked the merge and asked the developer to use the real `active_record_extra` gem. The hallucinated name would have been a slopsquat install if an attacker had registered it." + +## What to do after the call + +- **Forward your scored doc to your independent advisor the same evening** for a 15-minute paid review. Under $400 and the cheapest decision insurance you will buy this year. +- **Score below 3:** send a polite "we are pausing the search to refine our requirements" note. Do not negotiate. The agency will argue the framing instead of fixing four gaps. +- **Score 3-4:** ask for a 45-minute follow-up technical session with the senior reviewer (not the salesperson), working through one of your real product flows. If the senior cannot attend two sessions in two weeks, that tells you who actually staffs the project once you sign. +- **Score 5:** do reference checks on AI-augmented projects specifically. Ask their last three clients about AI-related incidents, the OpenAI line on monthly invoices, and whether they have ever received an `Assisted-by:` commit log on request. + +Every agency uses AI in 2026. The five questions test whether they can describe what they are doing with it, what it costs, who reviews it, and whose name is on the line when it breaks. If they cannot, they are selling you the [quality tax](/blog/quality-tax-ai-mvp-cost/) - the four-month invoice that arrives after the demo, when AI-generated code meets a production load nobody tested against. + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/course-map-self-assessment-non-technical-founder-2026/founder-os-stack.svg b/content/blog/course-map-self-assessment-non-technical-founder-2026/founder-os-stack.svg new file mode 100644 index 000000000..320241f3a --- /dev/null +++ b/content/blog/course-map-self-assessment-non-technical-founder-2026/founder-os-stack.svg @@ -0,0 +1,110 @@ + + Founder OS - the stack you walk away with by Module 7 + Eight artifacts stacked from bottom to top: Validated Problem Statement (Module 1), Product Brief / Vibe PRD (Module 2), Build Path Decision (Module 3), then two parallel branches at the build phase - Live MVP at Staging URL (Module 4A, self-serve) and Signed SOW + Hiring Kit (Module 4B, hire) - which merge into Oversight Toolkit (Module 5), then Salvage / Rebuild Decision Tree (Module 6), and AI Interrogation Kit (Module 7) at the top. + + + + + + + + + + + + + The Founder OS + What you hold by Module 7. Each artifact feeds the next. + + + + + AI Interrogation Kit + 5 questions + cost worksheet + supply-chain check + Module 7 + + + + + + Salvage / Rebuild Decision Tree + Contingency plan + 30/60/90 day recovery + Module 6 + + + + + + Founder Oversight Toolkit + Friday demo + ownership audit + weekly report + Module 5 + + + + + + Live MVP (self-serve) + Staging URL real users click + 4A + + + + Signed SOW + Hiring Kit + Team in place, kickoff scheduled + 4B + + + + branches, then merge into Module 5 + + + + + + + + + Build Path Decision Worksheet + Self-serve or hire, with a budget either way + Module 3 + + + + + + + + + + Product Brief (Vibe PRD) + Who / what problem / what you'll build / what you won't + Module 2 + + + + + + Validated Problem Statement + Backed by 10+ real conversations, signed by 2 peers + Module 1 + + + + Eight slots. Each layer rests on the one beneath. Skip layer 1 and the whole stack wobbles. + + + + + + + compounds + compounds + diff --git a/content/blog/course-map-self-assessment-non-technical-founder-2026/index.md b/content/blog/course-map-self-assessment-non-technical-founder-2026/index.md new file mode 100644 index 000000000..bf473df47 --- /dev/null +++ b/content/blog/course-map-self-assessment-non-technical-founder-2026/index.md @@ -0,0 +1,195 @@ +--- +title: "Where Are You in the Founder Journey?" +description: "A 10-question self-assessment that routes you to your starting module in this free course - 5 minutes, no email gate." +date: 2026-07-01 +draft: false +author: "JetThoughts Team" +slug: course-map-self-assessment-non-technical-founder-2026 +keywords: + - tech for non technical founders 2026 + - founder self assessment + - non technical founder course + - which module should i start + - founder journey diagnostic +tags: + - founders + - non-technical-founder + - course-entry + - self-assessment +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Where Are You in the Founder Journey?" + og_description: "A 10-question self-assessment that routes you to your starting module in this free course - 5 minutes, no email gate." +cover_image_alt: "JetThoughts course-map cover showing 8 module boxes on the right with Q1-Q10 routing arrows feeding into them" +canonical_url: "https://jetthoughts.com/blog/course-map-self-assessment-non-technical-founder-2026/" +related_posts: false +--- + +> **Module 0 · Step 1 of 1** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: an idea, instinct, or ongoing project that feels stuck. Output: a self-diagnosis of which of the 8 modules to start with. + +Three founders we picked up recently all opened with the same sentence: "help my team ship." We ran each through the 10 questions below, and they routed to Module 1, Module 5, and Module 6 - one had not validated her problem, one had no way to see whether her team was shipping, one was being lied to about missed milestones. **Same words on the phone, $29K of combined monthly burn, three different starting points.** The 10-question diagnostic below is the entry filter that picks the right module for each of them in 5 minutes. + +![Module map: 10 self-assessment questions on the left feeding routing arrows into the 8 course modules on the right](module-map.svg) + +## Why this matters in 2026 + +Most non-technical founder courses are linear. You start at Day 1 and finish on Day 60. That works if every founder lands at the same starting point. They don't. A founder who Googles "fire my dev shop" at 11pm shouldn't have to read four weeks of customer-discovery content before reaching the rescue module. A founder who has never spoken to a customer shouldn't be reading SOW clauses. The 10 questions below are the entry filter. They tell you where to start so the rest of the course stops being homework and starts being the next thing you actually need. + +## Take the 10-question diagnostic + +Sit down with a pen and 5 minutes. Answer each question yes or no, then read the routing line. You don't need to think hard - the gut answer is the right one. The Self-Assessment Worksheet artifact (linked below) is the printable version. + +| # | Question | If you answer... | +|---|---|---| +| 1 | Have you talked to 10+ potential customers about the problem you want to solve? | **No** → Module 1. **Yes** → Q2. | +| 2 | Do you have a one-page written Product Brief (what you're building, for whom, why now)? | **No** → Module 2. **Yes** → Q3. | +| 3 | Have you decided whether to ship self-serve or hire a team? | **No** → Module 3. **Yes** → Q4. | +| 4 | Are you actively shipping software (you have a staging URL real users can click, OR a signed contract with a team)? | **No** → Module 4A (self-serve) or 4B (hire) based on Q3. **Yes** → Q5. | +| 5 | Do you own the GitHub org, AWS root account, domain registrar, and database under your company email? | **No** → Module 5 (start with 5.5 Ownership Audit). **Yes** → Q6. | +| 6 | Are you running a weekly oversight rhythm (Friday demo + standup with the 3 questions + plain-English weekly report)? | **No** → Module 5. **Yes** → Q7. | +| 7 | In the last 30 days, has your team had a milestone slip, a runaway invoice, or a quality issue you can't diagnose? | **Yes** → Module 6. **No** → Q8. | +| 8 | Does your product or team touch AI (Cursor, ChatGPT, vibe coding, AI agents, LLM calls in production)? | **Yes** → Module 7. **No** → Q9. | +| 9 | Do you understand the AI token costs your team is passing through to your invoice? | **No** → Module 7.2. **Yes** → Q10. | +| 10 | Have you ever asked your team to walk you through a real PR they reviewed last week? | **No** → Module 5.3. **Yes** → graduate; the curriculum is your reference library now. | + +Questions 1 through 10 walk you from earliest stage (Q1, you have a hunch) to latest (Q10, you can interrogate your own team's pull requests). Most readers stop somewhere between Q1 and Q4. Founders who got burned land in the Q5-Q7 range. If your team or product is touching AI in production, you'll branch to Q8. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Start here.
One minute per question."]) + Start --> Q1{Q1 - Talked to
10+ customers?} + Q1 -->|No| M1[Module 1
Validate the problem] + Q1 -->|Yes| Q2{Q2 - One-page
Product Brief?} + Q2 -->|No| M2[Module 2
Design the solution] + Q2 -->|Yes| Q3{Q3 - Self-serve
or hire decided?} + Q3 -->|No| M3[Module 3
Choose your build path] + Q3 -->|Yes| Q4{Q4 - Shipping
staging or SOW?} + Q4 -->|No, self-serve| M4A[Module 4A
Ship self-serve] + Q4 -->|No, hire| M4B[Module 4B
Hire and ship] + Q4 -->|Yes| Q5{Q5 - You own
GitHub/AWS/domain?} + Q5 -->|No| M5O[Module 5.5
Ownership audit] + Q5 -->|Yes| Q6{Q6 - Weekly
oversight rhythm?} + Q6 -->|No| M5[Module 5
Manage your build] + Q6 -->|Yes| Q7{Q7 - Slip / invoice /
quality issue in 30 days?} + Q7 -->|Yes| M6[Module 6
When things break] + Q7 -->|No| Q8{Q8 - Touching AI
at all?} + Q8 -->|Yes| M7[Module 7
AI-era risks] + Q8 -->|No| Q9{Q9 - You know
token costs?} + Q9 -->|No| M72[Module 7.2
Token bill] + Q9 -->|Yes| Q10{Q10 - Walked through
a real PR with team?} + Q10 -->|No| M53[Module 5.3
Standup proof] + Q10 -->|Yes| Grad[Graduate
Reference library] + + classDef question fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef module fill:#f0f9f0,stroke:#2e7d32,stroke-width:2px,color:#1a1a1a + classDef branch fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3,Q4,Q5,Q6,Q7,Q8,Q9,Q10 question + class M1,M2,M3,M5,M5O,M53,M6,M7,M72,Grad module + class M4A,M4B branch +``` + +Write your starting module at the top of a fresh Notion doc. That doc is now your course tracker. + +## The 8 modules at a glance + +Module 0 is the door. The other 8 are the journey. + +**Module 1 - Validate the problem.** A hunch becomes a one-page validated problem statement, backed by 10+ real conversations. You walk away with permission to keep building, or hard evidence that the idea is the wrong one. The first three posts cover outreach in 2026 (Reddit, Clay, Lindy, paid panels), the Mom Test interview script, and how to write down what you heard. + +**Module 2 - Design the solution.** A validated problem becomes a one-page Product Brief (some people call this a Vibe PRD). Six fields: who, what problem, what they currently do, what you'll build, what you won't, how you'll know it worked. Module 2 also covers the [five tech words every founder should stop nodding at](/blog/five-tech-words-stop-nodding-at/) before they sit in another standup. + +**Module 3 - Choose your build path.** Your Product Brief plus your bank balance picks one of two doors: self-serve (you ship it with AI tooling) or hire (you bring in a team). The fractional-CTO bridge ([5 hours a week beats a co-founder](/blog/fractional-cto-vs-full-time-cto-complete-comparison-2025/)) lives in this module. + +**Module 4A - Ship self-serve (branch).** Lovable plus Supabase plus Stripe. What each tool does in plain English, how they connect, and the 5 signals that tell you when your AI build has hit its architectural ceiling and it is time to switch to Module 4B. + +**Module 4B - Hire and ship (branch).** Who you're hiring in 2026 (the AI-Augmented Developer profile, $85-120K junior with senior productivity), the interview script that catches AI theater, the dev-shop economics behind cheap-then-expensive, and [reading the SOW clause by clause](/blog/reading-sow-clause-by-clause/). + +**Module 5 - Manage your build.** A weekly oversight rhythm that catches stalling without reading code. Six posts: [the org chart your dev shop won't draw](/blog/engineering-org-chart-non-technical-founder/), the Friday demo rule, [the three questions that turn a standup into proof](/blog/three-questions-turn-standup-into-proof/), the plain-English weekly dev report, the GitHub/AWS/database ownership audit, and the spaceship-admin-panel cautionary tale. + +**Module 6 - When things break.** A failed Friday demo, a dropped milestone, or a runaway invoice triggers this module. You walk away with a documented salvage / freeze / rebuild decision plus a 30/60/90 day recovery plan. The [dev-shop red flags checklist](/blog/dev-shop-red-flags-checklist/) is the entry diagnostic. + +**Module 7 - Manage AI-era risks.** A system for interrogating any AI claim in 5 minutes, predicting your monthly AI bill within ±20%, and catching supply-chain attacks that vibe coding created. Three posts including the slopsquatting writeup. + +The full list and slugs live in the table at the bottom of every post. Bookmark the [course landing page](/blog/tech-for-non-technical-founders-2026/) once it ships post-Module-5. + +## What you walk away with by Module 7 + +By Module 7 you hold what we call a Founder OS. It is not software. It is a stack of filled-in artifacts that, taken together, document where you are and what you can prove. + +![The Founder OS - eight artifacts stacked from validated problem at the foundation up to AI interrogation kit at the top, with Module 4A and 4B as parallel build-phase branches](founder-os-stack.svg) + +The OS schema has 8 slots, one per module output: (1) Validated Problem Statement from Module 1, (2) Product Brief / Vibe PRD from Module 2, (3) Build Path Decision Worksheet from Module 3, (4) Live MVP at a staging URL from Module 4A (self-serve), (5) Signed SOW + Hiring Kit from Module 4B (hire), (6) Founder Oversight Toolkit from Module 5, (7) Salvage / Rebuild Decision Tree from Module 6, and (8) AI Interrogation Kit from Module 7. Slots 4 and 5 are the build-phase branches - most founders walk one branch and leave the other slot marked n/a; the schema keeps both seats so the OS reads the same way whether you self-served or hired. + +Each layer compounds the one beneath it. Your validated problem from Module 1 becomes the input to the Product Brief in Module 2. That Brief feeds your build path decision in Module 3, which produces either a live self-serve MVP (4A) or a signed SOW with a hired team (4B). Once you are shipping, the Module 5 oversight toolkit watches the build week by week, and Module 6 kicks in when Module 5 detects trouble. Module 7 sits on top because in 2026 nobody escapes AI tooling - even a Lovable build that never opens a Cursor window still depends on model providers. Skip the Validated Problem layer at the bottom and the whole stack wobbles - that is why Q1 routes a No straight to Module 1 with no Q2. + +By the time you graduate you can hand an investor eight filled-in artifacts (or seven plus an n/a for the branch you skipped) and answer their questions from the artifacts alone. That is the entire goal of the course. + +## The simplest path + +Notice what the diagnostic above does not mention: workshops, canvases, sprints, or frameworks. That is deliberate. The main reading path teaches the simplest method that works for a solo non-technical founder. JTBD Canvas, Foundation Sprint, Shape Up, Continuous Discovery, Empathy Mapping, Design Sprint, User Story Mapping, Lean Inception - all real tools used by teams with capacity to run a workshop. You don't have that capacity yet. + +Each of those frameworks lives in an "Advanced (optional)" sidebar at the bottom of Modules 1, 2, and 5 for the day you bring in a Fractional CTO, a co-founder, or a junior product hire. Until then, the simple path is enough to ship a validated problem, a Brief, a build decision, and a live MVP. [Over-engineered codebases mid-rescue](/blog/vibe-coding-crisis-ai-code-debt/) usually trace back to founders trying to run agency frameworks before they had a team to run them with. + +> **Going further (optional, for teams with capacity)** +> When you have a Fractional CTO, a co-founder, or a junior product hire, the frameworks below scale what the main path covered. None of them are required to ship your first product. +> - **Continuous Discovery** (Teresa Torres, *Continuous Discovery Habits*) - weekly customer interviews continue past Module 1 +> - **Foundation Sprint** (Jake Knapp / John Zeratsky, *Click*, April 2025) - the 2-day version of Module 2 +> - **Shape Up** (Ryan Singer, Basecamp) - 6-week cycles and appetites; sharpens Module 5 +> - **JTBD Canvas 2** (Jim Kalbach, 2023) - structured Jobs-to-be-Done discovery +> +> All four are free to read. The simple path in this course is enough. + +## What to do tomorrow + +Three things. In order. + +- **Print the Self-Assessment Worksheet** ([artifact below](#the-self-assessment-worksheet-artifact)) and fill it in 5 minutes alone. Pen, paper, no laptop, no team in the room. Mark yes / no for each question. +- **Your next move belongs in a Notion doc**: starting module + the deliverable you're producing (validated problem statement, Product Brief, build decision, signed SOW, ownership audit clean, salvage / rebuild decision, AI cost worksheet filled), both written at the top. That sentence is your course contract with yourself. +- **Tonight: read that module's first post.** One post, 15 minutes on the couch, no skipping ahead. The course works because each module's first post tells you the one thing to do this week, not all the things to do over a quarter. + +In 60 days, retake this quiz. If you have moved one module forward, you are running the course correctly. If you have stayed put, the issue is not the curriculum - it is the time you are not giving yourself. + +## The Self-Assessment Worksheet artifact + +A printable version of the 10 questions plus the routing flowchart is at **[Self-Assessment Worksheet](/blog/self-assessment-worksheet/)** — a public template page. Print it, fill it in 5 minutes, paste your starting module at the top of your Notion doc. The artifact carries the same questions verbatim plus the Mermaid flowchart, so you can reread it offline. + +## Continue the course + +This is **Module 0 · Step 1 of 1** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| **0** | **Where Are You?** ← you are here | **Self-assessment + your starting module** | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 0 · Where Are You?**: 0.1 **Where Are You in the Founder Journey?** ← you are here. (Module 0 has only one post; once you've taken the diagnostic, move to your routed module.) + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Eric Ries via Lean Startup Co., [What Is an MVP?](https://leanstartup.co/resources/articles/what-is-an-mvp/) - the validated-learning framing that anchors Modules 1 and 2. +- Rob Fitzpatrick, [The Mom Test (book site)](https://www.momtestbook.com/) - the past-behavior interview technique used in Module 1.2. +- Teresa Torres, [Continuous Discovery Habits](https://www.producttalk.org/continuous-discovery-habits/) - the optional Module 1 sidebar for teams with capacity. +- Jake Knapp & John Zeratsky, [Click and the Foundation Sprint](https://www.jakeknapp.com/foundationsprint) - the 2-day version of Module 2 for teams with capacity. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for one founder shipping end-to-end (Modules 4A and 4B). +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable flaw; anchors Module 7. +- Y Combinator, [Startup School](https://www.startupschool.org/) - the canonical free fundraising-and-ops curriculum, complementary to this one (we cover what they don't: hiring and managing engineering). + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/course-map-self-assessment-non-technical-founder-2026/module-map.svg b/content/blog/course-map-self-assessment-non-technical-founder-2026/module-map.svg new file mode 100644 index 000000000..26adbbc84 --- /dev/null +++ b/content/blog/course-map-self-assessment-non-technical-founder-2026/module-map.svg @@ -0,0 +1,98 @@ + + Module map - 10 questions routing into 8 modules + Q1 routes a No answer to Module 1. Q2 routes to Module 2. Q3 to Module 3. Q4 to Module 4A or 4B. Q5 to Module 5. Q7 to Module 6. Q8 to Module 7. Q10 yes routes to graduate. + + + + + + + + + + + + + + + + 10 questions on the left. 8 modules on the right. + 5 minutes alone with a checklist tells you where to start. + + + + Self-assessment + + Q1 - Talked to 10+ customers? + Q2 - One-page Product Brief? + Q3 - Self-serve or hire decided? + Q4 - Shipping (staging or SOW)? + Q5 - GitHub/AWS/domain yours? + Q6 - Weekly demo + standup? + Q7 - Slip / invoice / quality bug? + Q8 - Anything touching AI? + Q9 - You know your token costs? + Q10 - Ever walked through a PR? + + + + + + Starting module + + Module 1 - Validate the problem + Module 2 - Product Brief + Module 3 - Build path decision + Module 4A - Ship self-serve + Module 4B - Hire and ship + Module 5 - Oversight rhythm + Module 6 - When things break + Module 7 - AI-era risks + Graduate - reference library + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + No answer routes here + + Branch (Q4 splits 4A/4B) + + Yes-all-ten = graduate + + diff --git a/content/blog/engineering-org-chart-non-technical-founder/index.md b/content/blog/engineering-org-chart-non-technical-founder/index.md new file mode 100644 index 000000000..00168f830 --- /dev/null +++ b/content/blog/engineering-org-chart-non-technical-founder/index.md @@ -0,0 +1,171 @@ +--- +title: "The Org Chart Your Dev Shop Won't Draw" +description: "The 5-person team your agency pitched is rarely the team writing your code. Six questions to surface who actually ships, who reviews, and who is on-call." +date: 2026-07-08 +draft: false +author: "JetThoughts Team" +slug: engineering-org-chart-non-technical-founder +keywords: + - engineering team structure for founders + - dev shop team size + - who reviews pull requests + - engineering team org chart + - fractional CTO +tags: + - founders + - non-technical-founder + - tech-literacy + - dev-shop-management +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Org Chart Your Dev Shop Won't Draw" + og_description: "The 5-person team your agency pitched is rarely the team writing your code. Six questions to surface who actually ships, who reviews, and who is on-call." +cover_image_alt: "JetThoughts blog cover showing a redacted org chart with question marks over four boxes and one named senior reviewer" +canonical_url: "https://jetthoughts.com/blog/engineering-org-chart-non-technical-founder/" +related_posts: false +--- + +> **Module 5 · Step 1 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a team in place + a signed SOW. Output: a weekly oversight rhythm running by month 3. + +A FinTech founder we picked up in Q1 2026 had been billing **$44K a month for "a team of four."** Three months in, her new fractional CTO asked who had written the last twelve pull requests. The answer: one senior reviewer who signed off most weeks, two mid-level shippers, and three rotating juniors paid by a sub-contracted shop she had never heard of. She had been paying senior rates for code one junior wrote and another junior reviewed. + +The agency had not lied, exactly. The kickoff deck just did not say which names touched the repo on which weeks, who reviewed whose pull requests, or who picked up the phone at 2am when production was down. + +## Why this matters more in 2026 + +The vibe-coding wave made the org chart even fuzzier. Agencies that pitch "AI-augmented teams" route work through three layers: a senior who runs the demo, a mid-level who prompts Cursor or Claude Code, and a junior who reviews whatever falls out. The labor cost dropped; the bill rate did not. [TechTIQ Solutions' 2026 staff augmentation report](https://techtiqsolutions.com/it-staff-augmentation-cost-breakdown-and-pricing-models/) flags that hidden costs add 15-30% on top of base rates, with 10-18% already going to vendor margin. The shops we rescue in 2026 are charging the same and paying less, with the gap going to subcontracted juniors and AI tooling the founder never approved as a line item. + +![Side-by-side comparison: kickoff deck shows 5 named people (senior, two mid-engineers, junior, quarter-PM) at $44K/month; actual PR authors show 1 senior at 1-2 days/week, 2 mid-engineers, and 3 subcontracted juniors hidden behind dashed boxes](team-comparison.svg) + +## The five-person team your shop pitched + +The kickoff deck almost always shows a tidy stack. From the top: + +- **One senior dev or "tech lead."** Usually the salesperson on calls. Strong on architecture conversations, weak on weekly availability. Their actual job is to win the next contract. +- **One or two mid-level engineers.** The daily shippers. They write most of the code that ends up in your repo and run the standup when the lead is busy on another pitch. +- **One or two juniors.** Often AI-augmented now. In a healthy shop they are paired with the mid-levels and grow into them. In an unhealthy shop they ship straight to your main branch with one rubber-stamp review. +- **A quarter of a project manager.** Shared across three or four projects. Their Slack is yours on Mondays and Wednesdays, gone the rest of the week. +- **A tenth of a CTO.** The founder of the agency, "available for escalation," which means available if you escalate loudly enough. + +That is a 4.35-person team on the spreadsheet, billed as five. The Rails version works when the senior actually reviews - she catches the `before_action` that bypasses auth, the missing Sidekiq retry, the migration that locks the orders table. It collapses when the senior is on three other projects and the juniors are reviewing each other. [Our MVP team-structure note](/blog/our-mvp-team-structure-startup-management/) describes the alternative: two full-stack developers and one frontend, with a product owner in your meetings, not three others'. + +## The questions that surface the real org chart + +These six questions belong in your next status call. Ask them in this order. Watch which ones the team answers fast and which ones get a "let me get back to you." + +**1. "Who specifically reviewed the last five pull requests on my repo? Name them."** + +A healthy answer names two or three humans whose handles you can find in GitHub. A failing answer is a role ("the senior team"). One reviewer for all five means single point of failure; five different reviewers means no consistent owner. [Will Larson at Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) treats the pull request funnel as the load-bearing signal for engineering health. Founders should too. + +**2. "How many other clients does that reviewer have this week?"** + +A senior carrying three other projects gives your PRs about fifteen minutes each. That is enough to skim a diff and click approve. It is not enough to catch the auth regression or the N+1 query in the dashboard endpoint. JT's [60-day playbook for slow teams](/blog/fixing-slow-engineering-teams-an-extended/) starts by figuring out where the senior's attention actually is. + +![PR reviewer attention math: senior's week split across 4 clients at 25% each leaves 10 hours on your repo, divided by ~40 PRs per week, equals 15 minutes per PR; what 15 minutes catches versus what it misses including auth regressions, N+1 queries, hardcoded Stripe secrets, dropped test coverage, and locking migrations](reviewer-attention.svg) + +**3. "Is anyone on my project subcontracted - paid by you but employed elsewhere?"** + +Ask flat. Watch the pause. [DataToBiz describes the practice plainly](https://www.datatobiz.com/blog/subcontracting-in-it-staff-augmentation/): the agency you signed with can route work through a partner shop you never met. Subcontracting is not automatically bad - the question is whether you knew. If your contract does not say "no subcontracting without written approval," it can happen and probably is. + +**4. "Who is on-call if production breaks at midnight, and what is the handoff?"** + +A shop with a real on-call rotation can tell you the schedule, the escalation path, and the SLA in under a minute. Without one, you get "best effort" coverage - which means your senior sees the Sentry email when she opens her laptop on Monday. [Team Coherence on code ownership and accountability](https://www.teamcoherence.com/code-ownership-and-accountability/) makes the point: ownership without a named person is not ownership. JT's [remote team accountability writeup](/blog/remote-team-accountability-non-technical-founders/) covers the same ground in plain English. + +**5. "If your senior reviewer quits Friday, who replaces them on my project Monday?"** + +A real answer names a person, their familiarity with your repo, and their existing client load. "We have bench depth" means the agency will scramble and you will pay for the scramble in slower velocity and missed reviews. This is the question covered in [our 15-minute engineering team health check](/blog/how-to-assess-engineering-team-health-15-minutes-non-technical-founder/). + +**6. "Walk me through one PR from last week. Who wrote it, who reviewed it, what they checked."** + +This catches what the first five missed. A team that ships well can replay a PR in a minute: "Marcos opened a 40-line change in the `OrdersController`, Priya pushed back on the missing test for the refund branch, Marcos added the test, she approved, CI went green, we merged at 3pm Wednesday." A team that does not ship well will describe a process instead of a transaction. JT's note on [small PRs as the unit of team productivity](/blog/how-small-pr-improves-team-productivity-development/) explains why the transaction is the trust signal; if your team cannot point at one, the unit does not exist. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#f5f5f5', 'primaryBorderColor':'#666', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Run on your next status call.
Six questions, in order."]) + Start --> Q1{1. Who reviewed
the last 5 PRs?} + Q1 -->|Named humans| Q2{2. How many other
clients this week?} + Q1 -->|'the senior team'| F1[Single point of failure
or no clear owner] + + Q2 -->|1-2| Q3{3. Anyone
subcontracted?} + Q2 -->|3+| F2[15 min per PR
= skim and approve] + + Q3 -->|No, all in-house| Q4{4. On-call for
midnight outages?} + Q3 -->|Pause / 'sometimes'| F3[Hidden labor layer
at junior rate, senior bill] + + Q4 -->|Named rotation + SLA| Q5{5. If senior quits Friday,
who replaces by Monday?} + Q4 -->|'best effort'| F4[Sentry hits Monday morning
not Tuesday at 3am] + + Q5 -->|Named person, familiar| Q6{6. Walk me through
one PR from last week} + Q5 -->|'we have bench depth'| F5[You will pay for
the scramble] + + Q6 -->|Replays in 60 sec| Pass[✓ Real org chart visible
Continue with team] + Q6 -->|Describes process,
not transaction| F6[Unit of trust missing] + + F1 --> Audit[3+ flags fire
= time to audit your team
cross-check PRs, AWS bill, names on commits] + F2 --> Audit + F3 --> Audit + F4 --> Audit + F5 --> Audit + F6 --> Audit + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#f5f5f5,stroke:#666,stroke-width:2px,color:#1a1a1a + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3,Q4,Q5,Q6 neutral + class Pass good + class F1,F2,F3,F4,F5,F6,Audit bad +``` + +## The Rails / Django / Laravel angle: small full-stack teams ship faster + +[DHH wrote in 2022](https://world.hey.com/dhh/the-one-person-framework-711e6318) that Rails 7 had become a one-person framework: Hotwire, Stimulus, Turbo, and import maps in the default box mean one developer can ship a complete application. Basecamp has run as a [majestic monolith](https://signalvnoise.com/svn3/the-majestic-monolith/) since 2003 - around 100,000 lines, 420 screens, small team. The same logic applies to Django and Laravel. Two full-stack developers shipping a Django monolith move faster than five specialists arguing over service boundaries. + +[Amazon's two-pizza team rule](https://aws.amazon.com/executive-insights/content/amazon-two-pizza-team/) is the same idea wearing different clothes. Bezos' implicit warning was that excessive cross-team communication is dysfunction, not progress. The Spotify squad model that tried to scale this up has aged badly: [Jason Yip's critique](https://jchyip.medium.com/my-critique-of-the-spotify-model-part-1-197d335ef7af) and the [broader agile community writeup](https://agilepainrelief.com/blog/the-spotify-model-of-scaling-spotify-doesnt-use-it-neither-should-you/) point out that Spotify itself does not run the Spotify model anymore. Agencies pitching squads, tribes, and chapters to a 12-month-old startup are selling structure for a problem you do not have yet. + +For a pre-Series-A founder the right answer is the boring one: one Rails, Django, or Laravel monolith, two or three full-stack developers, one product owner in your meetings. JT's notes on [ideal startup team structure](/blog/ideal-tech-startup-team-structure-for-rapid-growth/) and [vetting engineers as a non-technical founder](/blog/how-vet-hire-engineers-as-non-technical-founder-startup-developers/) circle the same conclusion. Microservices, four squads, and a platform team exist because somebody wanted to build them, not because your product needed them. + +## What to do tomorrow + +Email your agency tonight. One line: "Please send me the current org chart with names, roles, and FTE allocation for everyone touching my code this month. Include any subcontracted resources." Forward the response to your fractional CTO or developer-friend - if you do not have one, [our note on fractional CTO ROI](/blog/fractional-cto-vs-full-time-cto-complete-comparison-2025/) explains the shape. Cross-check against [our dev-shop red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [non-technical founder checklist](/blog/checklist-for-non-tech-founder-agile/). If the reply has fewer named humans than the kickoff deck promised, the deck was the pitch and the reply is the truth. + +## When the org chart shows you've got a problem + +If the answers came back vague, contradictory, or missing, that is the signal. The fix is putting numbers next to the names before the next agency conversation: how many PRs each reviewer touched last month, how many days the senior was actually on your project, which juniors shipped which features. Cross-reference the [eight red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [15-minute team-health assessment](/blog/how-to-assess-engineering-team-health-15-minutes-non-technical-founder/) to know what good looks like. + +## Continue the course + +This is **Module 5 · Step 1 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 **The Org Chart Your Dev Shop Won't Draw** ← you are here · 5.2 The Friday Demo Rule · 5.3 Three Questions That Turn a Standup Into Proof · 5.4 The Plain-English Weekly Dev Report · 5.5 Who Owns Your GitHub, AWS, and Database? · 5.6 You Asked for a Simple Admin Panel; You Got a Spaceship. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for shipping with a small team. +- DHH, [The Majestic Monolith](https://signalvnoise.com/svn3/the-majestic-monolith/) - why Basecamp ran on one codebase since 2003. +- AWS Executive Insights, [Amazon's Two-Pizza Teams](https://aws.amazon.com/executive-insights/content/amazon-two-pizza-team/) - Bezos' rule on team size and what it actually optimised for. +- Jason Yip, [My critique of "the Spotify Model"](https://jchyip.medium.com/my-critique-of-the-spotify-model-part-1-197d335ef7af) - an ex-Spotify coach explaining what the model is and is not. +- Agile Pain Relief, [The Spotify Model of Scaling - Spotify doesn't use it, neither should you](https://agilepainrelief.com/blog/the-spotify-model-of-scaling-spotify-doesnt-use-it-neither-should-you/) - the broader agile-community position on cargo-culted squad structures. +- Will Larson (interviewed by First Round Review), [Engineering leadership anti-patterns from Stripe, Uber, Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) - on review processes and the PR funnel as the productivity signal. +- TechTIQ Solutions, [IT Staff Augmentation Cost Breakdown 2026](https://techtiqsolutions.com/it-staff-augmentation-cost-breakdown-and-pricing-models/) - hidden costs of staff-augmented teams. +- DataToBiz, [The Strategic Advantage of Subcontracting in IT Staff Augmentation](https://www.datatobiz.com/blog/subcontracting-in-it-staff-augmentation/) - plain description of the subcontracting layers founders rarely see. diff --git a/content/blog/engineering-org-chart-non-technical-founder/reviewer-attention.svg b/content/blog/engineering-org-chart-non-technical-founder/reviewer-attention.svg new file mode 100644 index 000000000..ecbb99715 --- /dev/null +++ b/content/blog/engineering-org-chart-non-technical-founder/reviewer-attention.svg @@ -0,0 +1,61 @@ + + PR reviewer attention math: 4 projects, 15 minutes per PR, what gets missed + + + + + Your senior reviewer's week, by project + + Mon + Tue + Wed + Thu + Fri + + + Client A · 25% + + + Client B · 25% + + + YOUR PROJECT · 25% + + + Client D · 25% + + 10 hours/week on your repo ÷ ~40 PRs/week = + 15 minutes per PR + + What 15 minutes catches vs what it misses: + + + ✓ Diff looks reasonable + ✓ CI passed green + ✓ Style nits flagged + ✓ Click approve + + + ✗ Auth regression in before_action + ✗ N+1 query in dashboard endpoint + ✗ Stripe webhook secret in controller + ✗ Test coverage silently dropped 11% + ✗ Migration that locks orders table + + + + + "We trust the senior to catch issues" - the senior had 15 minutes and three other clients. + diff --git a/content/blog/engineering-org-chart-non-technical-founder/team-comparison.svg b/content/blog/engineering-org-chart-non-technical-founder/team-comparison.svg new file mode 100644 index 000000000..adc7783fb --- /dev/null +++ b/content/blog/engineering-org-chart-non-technical-founder/team-comparison.svg @@ -0,0 +1,68 @@ + + What the kickoff deck showed vs who actually shipped your pull requests + + + + + WHAT THE KICKOFF DECK SAID + + + Senior Dev / Tech Lead + "available for architecture calls" + + + Mid-level Engineer + "daily shipper" + + + Mid-level Engineer + "daily shipper" + + + Junior Engineer + "in mentorship" + + + PM (¼ allocation) + "runs your standups" + + 5 named people on the slide + $44K / month bill rate + + WHO ACTUALLY SHIPPED THE PRs + + + Senior Dev · 1-2 days/week + 3 other clients, signs off most weeks + + + Mid Engineer · full-time + writes 60% of code + + + Mid Engineer · part-time + writes 30% of code (other client most weeks) + + + Subcontracted Junior #1 + "from a partner shop you didn't meet" + + + Subcontracted Juniors #2, #3 + rotating, AI-augmented, no Slack handle in your repo + + 1 senior (part-time) + 2 mid + 3 hidden juniors + Senior rate paid; junior work delivered + + + + Same five seats. Different five humans. Ask the six questions in the next section to learn which side of this chart you're on. + diff --git a/content/blog/find-10-people-with-problem-outreach-2026/index.md b/content/blog/find-10-people-with-problem-outreach-2026/index.md new file mode 100644 index 000000000..14cd0adf1 --- /dev/null +++ b/content/blog/find-10-people-with-problem-outreach-2026/index.md @@ -0,0 +1,217 @@ +--- +title: "Find 10 People With the Problem in 2026" +description: "The 2026 outreach stack that books 10 ICP customer interviews in one morning - Reddit mining, Clay or Apollo lists, Lindy sequences, paid panels." +date: 2026-07-08 +draft: false +author: "JetThoughts Team" +slug: find-10-people-with-problem-outreach-2026 +keywords: + - find customers to interview 2026 + - non technical founder outreach + - Clay Apollo Lindy outreach + - book customer interviews + - validation outreach sequence +tags: + - founders + - non-technical-founder + - customer-research + - validation +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Find 10 People With the Problem in 2026" + og_description: "The 2026 outreach stack that books 10 ICP customer interviews in one morning - Reddit mining, Clay or Apollo lists, Lindy sequences, paid panels." +cover_image_alt: "JetThoughts cover showing the 5-step outreach funnel from Reddit mining at the top down to 10 calls booked at the bottom" +canonical_url: "https://jetthoughts.com/blog/find-10-people-with-problem-outreach-2026/" +related_posts: false +--- + +> **Module 1 · Step 1 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a validated problem you suspect is real (Module 0 routed you here). Output: 10 ICP interviewees booked for next week. + +A consumer-app founder we spoke with last month opened with the same plan most non-technical founders try first: "I'll just message my LinkedIn network." She sent 60 polite DMs over a week and booked 3 calls. Two were old colleagues who showed up to be nice. One was real, then ghosted on reschedule. She pivoted to the stack below on a Monday morning - Reddit mining, an Apollo list, a Lindy AI agent, and $400 on a User Interviews panel - and had **12 calls booked by Thursday afternoon**. Same founder, same problem hypothesis, same week. The difference was where she looked and how she opened. + +![Outreach funnel from Reddit and LinkedIn mining at the top through Clay or Apollo list-building and Smartlead sequences down to 10 calls booked on Friday](outreach-funnel.svg) + +## Why this matters in 2026 + +A Y Combinator manifesto says you can validate a startup without writing a line of code. It leaves out the hard part: getting the first 10 strangers to spend 30 minutes telling you about their problem. Most non-technical founders quit here. They post once on LinkedIn, ask their network, get three polite "sounds cool" replies, and start building anyway. Then they spend $30K to $80K finding out the problem they assumed was real wasn't. The 2026 outreach stack costs $200 to $500 in tools and panels and ships you 10 honest conversations in one week. Validation isn't the bottleneck anymore. Discipline is. + +## The 5-step outreach sequence + +The whole stack runs on five steps. Each step picks up where the last one ended. You don't need a network, a personal brand, or a warm intro. You need a Monday morning and a credit card. + +### Step 1 - Mine where they're already complaining + +The people who have your problem are already typing about it somewhere. Your job is to read for two hours before you write a single message. + +Open Reddit and search the exact words your prospect would use. For a typical ICP-E B2B SaaS founder, the productive subreddits are **r/SaaS**, **r/startups**, **r/Entrepreneur**, and one or two niche subs that match the buyer (r/sysadmin if your product touches IT, r/marketing if it touches CMOs, r/smallbusiness if it touches owner-operators). Sort by Top - Past Month. Read the top 50 posts. Look for two things: complaints (the exact wording of the problem) and existing workarounds (what they currently do instead). + +LinkedIn search is the second well. Type the problem in quotes and filter to Posts - Past Week. The "loudest 1% of LinkedIn" is your sample - the people willing to complain in public are also the people willing to take a 20-minute call. + +Industry Discord servers and Slack communities are the third. The Indie Hackers Discord, the Lovable Discord, the No Code Founders Slack - most pillar communities for the 2026 founder have public channels where the daily question is "has anyone else hit X." + +G2 and Capterra reviews are the fourth. Pull every 2-star and 3-star review for the closest competitor or workaround tool. The text inside is the exact wording of pain a stranger willingly typed for free. + +Reddit needs a separate warning: don't blast a launch post on day one. Read the sub for a week, comment on three threads with real answers, then post your research question. The [self-promotion on Reddit guide](/blog/self-promote-on-reddit-without-getting-banned-promotion/) covers the karma floor and timing that keeps moderators from auto-removing you. + +Write down 30 specific sentences in their language. That bank is the raw material for the messages in Step 3. Don't paraphrase - use their words. + +### Step 2 - Build the ICP list + +Now you turn the language into a list. Two tools matter in 2026. + +**Clay** (clay.com, ~$149/mo for the Starter plan in 2026) is the data orchestration layer. You define your ICP filters (job title, company size, industry, tech stack used) and Clay enriches contact rows from 50+ sources at once. It handles the deduplication and the email-verification step. If you need 100 contacts and you want them clean, this is the cheapest hour you'll spend. + +**Apollo** (apollo.io, $49 to $149/mo depending on credits) is the budget alternative. Smaller database than Clay, but the search filters are good and the export-to-CSV is one click. For a single morning of list building targeting 50 to 100 contacts, Apollo is enough. + +Filter criteria for B2B founders should land on six dimensions: (1) **job title** (the buyer or the user, not both at once), (2) **company size** (50 to 500 employees is the sweet spot for early validation - small enough to reach a decision-maker, big enough to have the problem), (3) **industry** (one vertical first; expand later), (4) **geography** (one timezone, so calls are bookable), (5) **technology used** (if the product replaces or integrates with a specific tool, filter for it), (6) **recent funding or hiring signal** (companies with momentum are more responsive). Export 80 to 120 rows. You'll send to 50, hold 30 in reserve, drop the bottom 40. + +For consumer founders, Apollo and Clay don't help much - your buyer is on Reddit and Discord, not a B2B database. Skip to Step 4 (paid panels) and Step 5 (smoke-test landing page) earlier. + +### Step 3 - Run the sequence + +This is where most founders fail. They write one cold email, send it manually from Gmail, and hit a 2% reply rate. The 2026 stack does better because the sequence runs itself and the AI agent handles the calendar back-and-forth. + +**Smartlead** (smartlead.ai, $37 to $94/mo) or **Instantly** (instantly.ai, similar pricing) is the sending layer. You upload the list from Step 2, write a 3-email sequence, and the tool handles deliverability (warmup, rotating inboxes, bounce handling). A single founder running 50 messages a day from one inbox lands in spam by day 4. These tools rotate across 5 to 10 inboxes you set up on Google Workspace or Microsoft 365 and keep the per-inbox volume low enough to survive Gmail filters. + +**Lindy** (lindy.ai) is the AI agent layer that came of age in 2025-2026. You configure a Lindy to (a) read replies in your inbox, (b) classify them as "yes / maybe / no / unsubscribe," (c) send the right follow-up template, (d) when a reply says yes, send your Calendly link and confirm the booking in your calendar. The agent handles the 3-day back-and-forth most founders abandon. A founder running Lindy on a 50-message sequence gets 8 to 12 calls in the calendar without touching the inbox after day one. Lindy plans start around $49/mo. + +Here is the 3-email sequence to copy. Replace the bracketed parts with your specifics. + +**Day 0 - intro.** Subject line: `quick question about [their exact workaround]`. Body: + +> Hi [first name], +> +> Saw your post on r/SaaS last week about [the exact thread, paraphrased in their language]. I'm a [your role] looking into the same problem and trying to understand how teams like yours [the specific painful task] today. +> +> Not selling anything. I'm 20 minutes from launching a [thing] for this and I want to make sure I'm building what people actually need. Would you be open to a 20-minute call so I can ask 5 questions about how you handle [the task] now? +> +> If yes, here's my calendar: [Calendly link]. +> +> Thanks, +> [Your name] + +**Day 3 - bump.** Subject line: `re: [their workaround]`. Body: + +> Hi [first name], +> +> Bumping this. 20 minutes, your time of choice. I'm not pitching - I'm asking how you do [the task] today and what breaks when you try. The 30 founders I've already spoken to have made the [thing] meaningfully better, so the call is genuinely useful on your end too. +> +> [Calendly link] +> +> Thanks, +> [Your name] + +**Day 7 - close.** Subject line: `last try - 20 min on [topic]`. Body: + +> Hi [first name], +> +> Last note from me. If this isn't your problem, no worries - I'll stop. If it is and you just haven't had a chance to look, here's the link one more time: [Calendly]. I'm running interviews through next Friday. +> +> Thanks either way, +> [Your name] + +That sequence runs a 30% to 45% reply rate when the Day-0 subject line references something they actually posted. It runs a 1% to 5% reply rate when you use the generic "love to pick your brain" opener. The difference is the second line of research in Step 1. The [cold-email conversion playbook from YC Startup School](/blog/how-convert-customers-with-cold-emails-startup-school/) walks through more variations on the same opener pattern. + +The same 3-email pattern works as LinkedIn DMs. Subject line becomes the connection-request note. Skip Day 7 on LinkedIn (too aggressive in the DM context). + +### Step 4 - Backup via paid panels + +If your ICP is too niche for Clay or Apollo (an executive role at a small set of companies, a regulated industry, a consumer audience), paid panels are the shortcut. You pay a research-recruiting service to find the people for you. + +**User Interviews** (userinterviews.com) charges $50 to $150 per interviewee depending on seniority and industry. You write the screener questions, upload your script, set the budget, and they ship you booked calls. A typical 8-person panel for a B2B SaaS validation costs $400 to $1,200 all-in and lands in your calendar in 3 to 5 days. + +**Respondent** (respondent.io) is the B2B-leaning sibling, often cheaper for hard-to-reach roles. CFOs, engineering directors, ops leaders - Respondent's panel skews professional. + +Run the paid panel in parallel with Step 3, not as a replacement. The two channels select for different people. Cold outreach reaches the people willing to talk to a stranger for free; paid panels reach the people who treat their time as a transaction. Both samples are biased; together they're useful. + +### Step 5 - The parallel smoke-test landing page + +While Steps 1 through 4 book the calls, Step 5 measures whether strangers will give you their email for the thing you described. + +Build a one-page landing page on **Carrd** (carrd.co, $19/year) or **Framer** (framer.com, $5 to $15/mo). Headline names the problem in their language (from Step 1). Subhead names the solution in one sentence. One CTA: "Be first on the waitlist." Email capture only. No pricing, no signup, no product screenshot you don't have. + +Drive £100 to £200 of paid traffic from Google Ads or LinkedIn Ads, targeting the same keywords you searched in Step 1. Aim for 200 to 500 visitors over 5 days. + +The signal you want: **5% or higher email signup rate**. Below 2% means the headline or the offer is wrong - rewrite both before you spend another pound. Between 2% and 5% means you're directionally right but the wording isn't sharp. Above 5% means strangers find the problem real enough to give you an email for a product that doesn't exist yet. Don't read this signal as product-market fit - it isn't. The [stop-looking-for-product-market-fit guide](/blog/stop-looking-for-product-market-fit-startup-tutorial/) covers what the email-capture signal actually means and what it doesn't. + +The smoke-test landing page is also the warmest opener for Step 3. "You signed up for the waitlist on [page] last Tuesday - would you be up for a 20-minute call?" runs 60%+ reply rates. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + A(["Monday morning. Coffee. Pen.
One validated problem hypothesis."]) + A --> B[Cold outreach track
Reddit mining + Clay or Apollo +
Smartlead + Lindy] + A --> C[Paid panel track
User Interviews or Respondent
$400 to $1,200] + A --> D[Smoke-test track
Carrd or Framer +
£100 to £200 of paid ads] + B --> E[10 interviews booked
by Friday] + C --> E + D --> E + E --> F[Mom Test script next
Module 1.2] + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef track fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef paid fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef goal fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + + class A start + class B,D track + class C paid + class E,F goal +``` + +Three tracks. One goal. You don't pick - you run all three in parallel because they fail differently. Cold outreach fails when your message is generic. Paid panels fail when the screener is wrong. The smoke-test landing page fails when the headline doesn't name the pain in their words. Running three tracks gives you a real Friday number even if two of them flop. + +![Sample 3-email outreach sequence cards stacked top to bottom for Day 0 intro Day 3 bump and Day 7 close with subject lines and bodies visible](sample-email-sequence.svg) + +## The Rails / Django / Laravel angle + +If you're a JT-style small full-stack shop watching this from the engineering side, your founder client is doing the outreach above in parallel with you building. The tools are framework-agnostic - Reddit, Clay, Lindy are SaaS. None of them care what your stack is. + +The piece that matters on your side is Step 5. The smoke-test landing page is the founder's first build artifact, and it's the cheapest way for your shop to earn trust. A Rails-first full-stack engineer using Hotwire and a tiny Postgres database can ship a Carrd-equivalent waitlist page with custom analytics and an admin view of every signup in two days. Same with a Django shop using HTMX, or a Laravel shop using Livewire. Two days, not two weeks, because nobody is debating which JavaScript framework to use. The full-stack pattern wins here because there's no React app, no separate API, no Vercel-to-Supabase-to-Stripe diagram. One process, one deploy, one founder who can read the dashboard. The [quality tax for AI MVPs](/blog/quality-tax-ai-mvp-cost/) covers the cost of the alternative. + +## What to do tomorrow + +Three actions. Run them in order. + +- **Pick the highest-conviction problem hypothesis from your Module 0 routing.** Write it as one sentence: "I think [persona] currently does [task] in [painful way] and would pay $X to do it [better way]." One hypothesis. Not three. +- **Spend Monday morning on Steps 1 and 2 only.** Two hours mining language (Reddit, LinkedIn, Discord, G2). One hour building the Clay or Apollo list. By noon you have the list and the language. By 3pm you have the 3-email sequence written using their words. +- **Run Step 3 on Tuesday morning. Aim for a 30% reply rate by Wednesday afternoon.** If you're under 10%, the Day-0 subject line is generic - rewrite it referencing a specific public post and resend on Thursday. If you're between 10% and 30%, the messaging is directionally right; let the sequence run its 7 days. If you're at 30%+ by Wednesday, you have 10 calls in the calendar by Friday and you're ready for [the Mom Test interview script](/blog/mom-test-interview-script/) in Module 1.2. + +The [Outreach Sequence Template](/blog/outreach-sequence-template/) carries the verbatim sequence plus the LinkedIn DM openers, cold-email subject lines, Reddit research-comment template, and Calendly page copy. Print it, paste it into Smartlead Tuesday morning, ship. + +Founders who skip this module and start building usually burn 4 to 8 months and a five-figure budget before they discover the problem they assumed was real wasn't. The [pre-PMF founder sales rule](/blog/sales-pre-pmf-should-be-done-by-founders/) - you do this yourself, you don't hire it out - is the same logic. Validation is founder work because the signal disappears when an intermediary handles the conversation. + +## Continue the course + +This is **Module 1 · Step 1 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| **1** | **Validate the Problem** ← you are here | **One-page validated problem statement** | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 1 · Validate the Problem**: 1.1 **Find 10 People With the Problem in 2026** ← you are here · 1.2 The Mom Test: Ask About the Past, Not the Future · 1.3 Write Down What You Heard, Decide What's Next. + +## Further reading + +- Clay, [data orchestration for go-to-market teams](https://www.clay.com/) - the list-building layer of Step 2. +- Apollo, [sales intelligence and engagement](https://www.apollo.io/) - the budget alternative for Step 2. +- Lindy, [AI agents for sales and operations](https://www.lindy.ai/) - the inbox-and-calendar AI of Step 3. +- Smartlead, [cold email infrastructure](https://www.smartlead.ai/) - the deliverability layer of Step 3. +- User Interviews, [participant recruiting for research](https://www.userinterviews.com/) - the paid panel of Step 4. +- Rob Fitzpatrick, [The Mom Test (book site)](https://www.momtestbook.com/) - the past-behavior interview technique for the calls Step 3 books. +- Y Combinator, [Talking to Users (Startup Library)](https://www.ycombinator.com/library/6g-how-to-talk-to-users) - the canonical YC essay on why this conversation has to happen. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/find-10-people-with-problem-outreach-2026/outreach-funnel.svg b/content/blog/find-10-people-with-problem-outreach-2026/outreach-funnel.svg new file mode 100644 index 000000000..3fffbdde1 --- /dev/null +++ b/content/blog/find-10-people-with-problem-outreach-2026/outreach-funnel.svg @@ -0,0 +1,65 @@ + + 5-step outreach funnel - Reddit and LinkedIn mining to 10 booked calls + Step 1 Reddit and LinkedIn mining. Step 2 Clay or Apollo list. Step 3 Smartlead and Lindy sequence. Step 4 Calendly booking. Step 5 10 calls Friday. + + + + + + + + + + From "I don't know anyone" to 10 calls booked. + One Monday morning. $200 to $500 in tools. + + + + 1 + Mine where they're complaining + Reddit / LinkedIn / Discord / G2 - 30 sentences in their words + + + + + + 2 + Build the ICP list + Clay ($149/mo) or Apollo ($49 to $149) - 80 to 120 rows + + + + + + 3 + Run the 3-email sequence + Smartlead ($37-$94) + Lindy AI agent ($49) + + + + + + 4 + Backup: paid panels + User Interviews / Respondent - $50 to $150 per call + + + + + + 10 calls booked + by Friday afternoon + + + Red = main path. Purple = paid-panel sidebar. Green = the outcome you measure on Friday. + diff --git a/content/blog/find-10-people-with-problem-outreach-2026/sample-email-sequence.svg b/content/blog/find-10-people-with-problem-outreach-2026/sample-email-sequence.svg new file mode 100644 index 000000000..1aefa9a3f --- /dev/null +++ b/content/blog/find-10-people-with-problem-outreach-2026/sample-email-sequence.svg @@ -0,0 +1,64 @@ + + 3-email outreach sequence: Day 0, Day 3, Day 7 + Day 0 subject line quick question about their exact workaround. Day 3 subject re bump. Day 7 subject last try 20 min. + + + + + + + + + + The 3-email sequence the Lindy agent runs for you. + Day 0 references something they actually posted. Days 3 and 7 stay short. + + + + Day 0 - intro + reply rate target: 20-30% + Subject: quick question about [their exact workaround] + "Saw your post on r/SaaS last week about [the thread]. I'm a [role] looking + into the same problem. Not selling - 20 min so I can ask 5 questions about + how you handle [task] today? Calendar: [Calendly link]." + + + +3 days + + + + Day 3 - bump + recovers 8-12% of non-responders + Subject: re: [their workaround] + "Bumping. 20 minutes, your time. Not pitching - asking how you do [task] + today and what breaks. 30 founders already - genuinely useful on your end + too. [Calendly]." + + + +4 days + + + + Day 7 - close + recovers 3-5% more + Subject: last try - 20 min on [topic] + "Last note. If this isn't your problem, no worries - I'll stop. If it is + and you haven't had a chance: [Calendly]. Running interviews through next + Friday." + + + Whole sequence runs in Smartlead or Instantly. Lindy classifies replies and books calls. + Combined 30-45% reply rate when Day 0 references their actual public language. + diff --git a/content/blog/five-tech-words-stop-nodding-at/architecture-comparison.svg b/content/blog/five-tech-words-stop-nodding-at/architecture-comparison.svg new file mode 100644 index 000000000..8e62ee29d --- /dev/null +++ b/content/blog/five-tech-words-stop-nodding-at/architecture-comparison.svg @@ -0,0 +1,102 @@ + + Healthy Rails monolith vs over-engineered microservice mess for a pre-Series-A startup + + + + + HEALTHY (Rails monolith) + ✓ + + + Rails monolith · one repo + + + Hotwire UI + (no separate SPA) + + + ActiveRecord + (business logic) + + + Postgres + (one DB) + + + Sidekiq + (background jobs) + + + Kamal deploy to + Hetzner / Heroku + + 1 repo · 1 full-stack dev ships + a feature idea-to-production + + OVER-ENGINEERED + ✗ + + + React + frontend + + + Node API + gateway + + + Auth + microservice + + + Elasticsearch + cluster + + + Kafka + event bus + + + "Platform team" + (2 FTE) + + + Service mesh + (Istio) + + + Redis + (3 clusters) + + + Vault for + secrets + + + + + + + + + + + 2 platform engineers · 0 features shipped + "We need to fix the architecture" + + + + Pre-Series-A, < $1M revenue: the boring choice on the left ships features. The exciting choice on the right ships plumbing. + DHH calls the left "the one-person framework." Founders we rescue arrived from the right. + diff --git a/content/blog/five-tech-words-stop-nodding-at/index.md b/content/blog/five-tech-words-stop-nodding-at/index.md new file mode 100644 index 000000000..b2dbc76a0 --- /dev/null +++ b/content/blog/five-tech-words-stop-nodding-at/index.md @@ -0,0 +1,156 @@ +--- +title: "Five Tech Words to Stop Nodding At" +description: "Refactoring, Docker, tech debt, MVP, architecture - what each one actually means in plain English, plus one BS-detection question your dev shop will hate." +date: 2026-07-01 +draft: false +author: "JetThoughts Team" +slug: five-tech-words-stop-nodding-at +keywords: + - tech terms non technical founder + - refactoring meaning founders + - what is technical debt + - MVP definition startup + - software architecture for founders +tags: + - founders + - non-technical-founder + - tech-literacy + - dev-shop-management +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Five Tech Words to Stop Nodding At" + og_description: "Refactoring, Docker, tech debt, MVP, architecture - what each one actually means in plain English, plus one BS-detection question your dev shop will hate." +cover_image_alt: "JetThoughts blog cover for Five Tech Words to Stop Nodding At with the five terms printed on the right" +canonical_url: "https://jetthoughts.com/blog/five-tech-words-stop-nodding-at/" +related_posts: false +--- + +> **Module 2 · Step 1 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: validated problem from Module 1. Output: one-page Product Brief (Vibe PRD). + +A founder we picked up in Q1 2026 had nodded at the same word for fourteen months. Every Friday her contractor's PM said "we're refactoring the order flow" and she wrote it down. When her new fractional CTO finally read the repo, he came back with one line: nothing new had shipped to production since month three. **"Refactoring" had cost her $51K and a year of runway.** She had nodded because she did not know what else to do. + +Most non-technical founders learn engineering vocabulary under pressure, mid-meeting, with a bill on the table. The agency throws a word, the founder nods, the meeting moves on. By the time the founder figures out what the word actually meant, the next sprint is already approved. + +Below is the cheat sheet for the five words that hide the most invoices: refactoring, Docker, tech debt, MVP, architecture. For each you get a plain-English definition, the dishonest version your dev shop probably means when they say it, and one question you can ask in your next standup that the BS-version cannot answer. + +![Jargon translator: what your dev shop says vs what it usually means, for refactoring, Docker, tech debt, MVP, and architecture](jargon-translator.svg) + +## Why this matters more in 2026 + +The vibe-coding wave made jargon worse. Agencies now stack three vocabularies on top of each other - the old enterprise one (microservices, Docker, refactoring), the AI one (agents, prompts, RAG, MCP), and the no-code one (workflows, automations, integrations). Founders walk into status meetings and hear words from all three at once. The founders we rescue in 2026 did not lose money on vocabulary - they lost it because they nodded at words the agency was using to mean something else. Veracode's 2025 study found [45% of LLM-generated code shipped at least one exploitable security flaw](https://www.veracode.com/blog/genai-code-security-report/), and that kind of failure hides perfectly inside the word "refactoring" when nobody asks what was changed. + +## 1. Refactoring + +Changing the structure of code without changing what it does for the user. Martin Fowler, who wrote the book on it, [defines refactoring as a behavior-preserving transformation](https://martinfowler.com/bliki/DefinitionOfRefactoring.html) - same behavior before and after, just in cleaner lines. Inside an agency status call, the word usually means "we are rewriting something we shipped earlier instead of admitting we got it wrong the first time." + +**Ask in standup**: *"Show me the user-facing thing that worked yesterday and still works today, but is now built on the new code."* A real refactor leaves at least one feature exactly as the user saw it. "We are still wiring it back up" means somebody is rewriting on your dime and calling it a tidy-up. + +In Rails terms, a real refactor splits a 400-line `OrdersController` into three smaller controllers while the Stripe webhook still hits the same URL and the test suite stays green. JT caps each refactor commit at [three lines of production code](/blog/refactor-step-tdd-three-line-discipline-ruby/) for that reason. A SaaS founder we picked up in Q4 2025 was billed $9K for a "checkout refactor" that turned out to be one merge commit of 3,800 lines, no tests, and the Stripe webhook secret hard-coded into the controller. The checkout broke on stage at her board demo. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TB + Start["OrdersController · 400 lines
messy, hard to read"] + + Start --> RealQ{Real refactor?} + Start --> FakeQ{Fake refactor?} + + RealQ --> R1["CartController · 120 lines"] + RealQ --> R2["CheckoutController · 140 lines"] + RealQ --> R3["ReceiptController · 130 lines"] + + R1 --> RW["Same Stripe webhook URL
Same tests stay green"] + R2 --> RW + R3 --> RW + + RW --> Win["✓ Same behavior for users
Cleaner structure
Three-line commit cap"] + + FakeQ --> F1["OrdersController v2
3,800 lines, no tests"] + F1 --> F2["Stripe secret hard-coded
into controller"] + F2 --> Lose["✗ Checkout broke at board demo
$9K invoice for the rewrite"] + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#f5f5f5,stroke:#666,stroke-width:2px,color:#1a1a1a + + class Start,RealQ,FakeQ neutral + class R1,R2,R3,RW,Win good + class F1,F2,Lose bad +``` + +## 2. Docker + +A way to package an app together with the operating-system pieces it needs, so it behaves the same on a developer's laptop, your staging server, and production. The official Docker docs call a container image [a lightweight, standalone, executable package](https://docs.docker.com/get-started/docker-concepts/the-basics/what-is-an-image/) of code, runtime, tools, and settings. Docker is plumbing - useful and invisible when it works, expensive when "Docker work" becomes the headline two weeks running. That phrasing usually means "something on the server broke, we cannot reproduce it locally, and we are fighting our own setup." + +**Ask in standup**: *"What did this Docker work let us ship that we could not ship last week?"* A clickable feature in the demo is the right answer. "It makes future deployments easier" with no date attached is a private cleanup project on your invoice. + +In Rails terms, a healthy project lets a new developer clone the repo, run `docker compose up`, and have the app, Postgres, and Redis running locally inside ten minutes. An EdTech founder we picked up paid $7K for "a Docker upgrade" across six weeks; the git history showed one commit changing a single line in `Dockerfile`. The real work was a Postgres migration that had broken staging the day the upgrade ticket opened. They labelled the sprint "Docker work" because it sounded more like infrastructure than "we shipped a bug." + +## 3. Tech debt + +Code you shipped fast knowing you would have to come back and fix it. Ward Cunningham, who [coined the metaphor in 1992](https://martinfowler.com/bliki/TechnicalDebt.html), called it "shipping first time code is like going into debt" - useful as long as you pay it back promptly, expensive in compounding interest if you ignore it. From an agency, the term usually means "we wrote the original code badly and now we want you to pay us to fix what you already paid us to write." + +**Ask in standup**: *"Which specific feature on next quarter's roadmap will be cheaper to ship after this debt is paid down, and by roughly how much?"* Real tech debt has a payoff number attached to a named feature. "It will help with everything" means nobody has measured anything yet. + +In Rails terms, healthy tech debt sounds specific: "extracting a `Billing::PlanCalculator` class out of `User` unblocks metered billing in Q3." Unhealthy tech debt sounds like "there is a lot of legacy in this codebase" - a feeling the team is asking you to fund. [LitsLink reports developers spend 42% of their time on technical debt and maintenance](https://litslink.com/blog/cost-of-outsourcing-software-development); the founders we rescue rarely see that line on an invoice. They see features taking twice as long as last quarter for no reason anyone can name. JT's [60-day playbook for slow engineering teams](/blog/fixing-slow-engineering-teams-an-extended/) starts by making that line visible. + +## 4. MVP + +Eric Ries, who popularised the term in The Lean Startup, defines MVP as [the version of a new product that lets a team collect the maximum amount of validated learning about customers with the least effort](https://leanstartup.co/resources/articles/what-is-an-mvp/). Validated learning is the point - an MVP that nobody uses taught you nothing. Coming from an agency, the term usually means "the cheapest scope we can finish inside the budget you have left, even if it does not test the business question you actually need answered." + +**Ask in standup**: *"What single business question will this MVP answer in the first 30 days after we ship, and how will we know we got an answer?"* If the team cannot name the question (do paying customers click upgrade? do enterprise prospects book a demo after seeing the price?), they are building a small product on faith. + +A real MVP we shipped for a B2B HealthTech founder in Q2 2025 was one Rails controller, one Postgres table, and a Stripe checkout - one developer, six working days, no Docker, no microservices. She put it in front of fifteen design partners and three of them paid. The over-built version stacks a custom admin panel, a "white-labellable" theme system, and a six-week sprint to "set the foundations right" - the failure mode JT covers in [our Quality Tax post](/blog/quality-tax-ai-mvp-cost/) on AI-built MVPs costing 2-3x the promised savings. + +## 5. Architecture + +The big-picture decisions about how the pieces of your app fit together: one big codebase or many small services, what database, what hosting, how the parts talk. Architecture is expensive to change later, which is why agencies love it and founders should be skeptical when it shows up early. From an agency, this often means "we want to use the resume-building tech we have not tried yet, and we will call it a foundational decision so you do not push back" - microservices, Kubernetes, custom event buses, and rewrites in a trendier framework all hide here. + +**Ask in standup**: *"What are the three simplest architectures we could have picked, and why did we pick this one over them?"* A team that chose well can answer fast. A team that picked because the senior dev wanted to learn it cannot answer - the alternatives never made it into the conversation. + +A healthy architecture for a pre-Series-A Rails SaaS is one Rails monolith on Heroku or Hetzner, Postgres, Sidekiq, Hotwire for the UI - one repo, one developer ships a feature end-to-end. DHH calls this the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318); Basecamp has run on the same shape since 2003. The over-engineered version stacks three Node services, a separate React frontend, an Elasticsearch cluster, a Kafka stream, and a "platform team" of two engineers maintaining plumbing instead of shipping product. + +![Healthy Rails monolith on the left (one repo, Hotwire, Postgres, Sidekiq, Kamal deploy) versus over-engineered microservice mess on the right (React frontend, Node gateway, Auth microservice, Elasticsearch, Kafka, service mesh, two-FTE platform team)](architecture-comparison.svg) + +## The Rails / Django / Laravel angle + +Most JT rescues come in as one of two shapes: an over-engineered codebase that needed a small team and got built like an enterprise, or a weekend AI build that nobody can extend. Both share one tell - the team that built it leaned on jargon when nothing was shipping. Small full-stack teams shipping a Rails monolith, a Django app, or a Laravel project end-to-end rarely need to invoke microservices or "architecture sprints." When the team can demo a clickable feature on Friday, nobody needs to explain why this week was about plumbing. JT's [60-day playbook for slow teams](/blog/fixing-slow-engineering-teams-an-extended/) and our [field note on calming delivery chaos](/blog/calming-delivery-chaos-jetthoughts-field-note/) describe the same shape: small team, simple stack, weekly demos, the boring framework choice. If your shop spends more time describing how the system is built than showing what it does, the words are doing the work the product cannot. + +## What to do tomorrow + +Print the five BS-detection questions and bring one to your next standup - whichever word your team uses most. The texture of the answer (specific or evasive) tells you what you need to know in under thirty seconds. Forward this post to your fractional CTO or a developer-friend and ask: "Are these the right five words for me to be skeptical of, given my project?" Their list might swap one - either way, the conversation is the win. + +If your team's vocabulary makes you nervous, the next layer of the diagnostic is the [eight red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [vibe-coding signals review](/blog/vibe-coding-crisis-ai-code-debt/) - same diagnostic, sharper edges. Want the same five-question shape applied to your weekly status meeting? See the [SCIPAB six-question script](/blog/scipab-tell-better-business-stories-startup-management/). + +## Continue the course + +This is **Module 2 · Step 1 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| **2** | **Design the Solution** ← you are here | **One-page Product Brief (Vibe PRD)** | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 2 · Design the Solution**: 2.1 **Five Tech Words to Stop Nodding At** ← you are here · 2.2 The One-Page Product Brief (Vibe PRD) · 2.3 Job Stories Instead of Feature Lists. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Martin Fowler, [Definition of Refactoring](https://martinfowler.com/bliki/DefinitionOfRefactoring.html) - the canonical source on what refactoring is and is not. +- Ward Cunningham via Martin Fowler, [Technical Debt](https://martinfowler.com/bliki/TechnicalDebt.html) - the original 1992 metaphor. +- Eric Ries via Lean Startup Co., [What Is an MVP?](https://leanstartup.co/resources/articles/what-is-an-mvp/) - the validated-learning framing. +- Docker, [What Is a Container Image?](https://docs.docker.com/get-started/docker-concepts/the-basics/what-is-an-image/) - the official docs definition. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable flaw. +- LitsLink, [Cost of Outsourcing Software Development](https://litslink.com/blog/cost-of-outsourcing-software-development) - 42% of developer time goes to technical debt. diff --git a/content/blog/five-tech-words-stop-nodding-at/jargon-translator.svg b/content/blog/five-tech-words-stop-nodding-at/jargon-translator.svg new file mode 100644 index 000000000..957c5d906 --- /dev/null +++ b/content/blog/five-tech-words-stop-nodding-at/jargon-translator.svg @@ -0,0 +1,65 @@ + + Jargon Translator: What Your Dev Shop Says vs What It Usually Means + + + + + WHAT THEY SAY + WHAT IT USUALLY MEANS + + + "We're refactoring + the order flow" + + + + Rewriting code we shipped before, + on your dime, calling it tidy-up + + + "We need a + Docker upgrade" + + + + Something on the server broke; + we can't reproduce locally + + + "There's a lot of + tech debt to pay down" + + + + We wrote it badly. Pay us to fix + what you already paid us to write + + + "Let's just ship + the MVP first" + + + + The cheapest scope we can finish + inside the budget you have left + + + "We need to fix + the architecture" + + + + We want resume-building tech + the senior dev hasn't tried yet + + Five words. Five invoices. Bring the question column to your next standup. + diff --git a/content/blog/friday-demo-template/index.md b/content/blog/friday-demo-template/index.md new file mode 100644 index 000000000..b6af299a9 --- /dev/null +++ b/content/blog/friday-demo-template/index.md @@ -0,0 +1,118 @@ +--- +title: "Friday Demo Template: Catch Fake Progress in 15 Minutes" +description: "The 15-minute Friday script that catches fake progress before it costs you a sprint. Copy/paste into Slack on Monday. Run Friday at 4pm." +date: 2026-05-13 +draft: false +author: "JetThoughts Team" +slug: friday-demo-template +keywords: + - friday demo dev team + - founder catch fake progress + - weekly dev demo script + - non technical founder oversight + - dev team accountability template +tags: + - founders + - non-technical-founder + - template + - course-companion + - oversight +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/friday-demo-template/" +related_posts: false +--- + +📋 Template companion to Module 5 of the [Tech for Non-Technical Founders 2026 course](/blog/tech-for-non-technical-founders-2026/). Send to your team Monday. Run Friday at 4pm. + +# The Friday Demo Template + +A 15-minute Friday script that catches fake progress before it costs you a sprint. + +By Friday of week 4 you will know whether your dev team is shipping or stalling. You will not have read a line of code. You will have watched four short demos and clicked four staging URLs. That is the entire system. + +## Why this exists + +A founder we worked with last year was four months and $62K into a six-week MVP. Jira showed nine tickets closed that week. When she asked the team to demo the checkout flow, the lead developer said "it's behind a feature flag, give us until Monday." Monday came: the flag had been on for three weeks. The page threw a 500 on every click. None of the three developers had opened it themselves. + +## How to use it + +Send the template to your team **Monday morning**, no debate. Frame it as visibility, not micromanagement: you are asking them to show you one working thing per week. + +Run the demo **Friday at 4pm**. Fifteen minutes, hard stop. Loom (a recorded video) or live screenshare. You attend with one question in your head: "Can I click everything they show me?" Forward every Loom URL to your own inbox the same evening - three weeks of these become your record when the team disputes the timeline. + +## The template (copy and paste this into Slack on Monday) + +> Hey team, +> +> Starting this Friday at 4pm we are running a 15-minute weekly demo. Loom or live screenshare, your choice. Same questions every week so you can plan around it. +> +> Please cover, in this order: +> +> 1. **What shipped this week?** Show me the staging URL of one thing I can click. If it is not on staging yet, it does not count as shipped. +> 2. **What did the user do?** Walk me through the feature as the user touches it. Click the buttons. Submit the form. Show me the success screen and the failure screen. +> 3. **Where is it live for me?** Send me the URL and the test login in the same message. I should be able to repeat your demo from my laptop within five minutes. +> 4. **What did we cut to ship that?** Tell me what you simplified, removed, or postponed. If nothing was cut, the scope was probably wrong or the work is not done. +> 5. **What is in review but not shipped?** Show me the open pull request and tell me who reviewed it. If nobody reviewed it, say so. +> 6. **What is blocked, and on whom?** Name the person, the answer you need from me, and the deadline you need it by. +> 7. **What is the one thing I should worry about for next week?** Not a status update. The actual thing keeping you up at night. +> +> Hard rules: 15 minutes total, recorded if it is Loom, no slides, no Figma mockups, no Jira screenshots. Working software only. If a demo is not ready, say so on Wednesday so we can replan. +> +> Thanks, +> [Your name] + +Do not soften it. Do not add "if you have time" or "would be nice to". The team will respect the hard structure more than a polite request they can ignore. + +## What good looks like vs. what bad looks like + +**Q1 - what shipped this week?** + +> Bad: "We finished the Stripe integration." +> +> Good: "Live at staging.app/checkout. Here is a $1 test transaction I just ran. The webhook fired, the order moved to paid, the receipt landed in your inbox." + +Bad answers describe completion as a feeling. Good answers point at evidence and walk you to it. + +**Q3 - where is it live for me?** + +> Bad: "I will send you a Loom of it after the demo." +> +> Good: "staging.acme.app/dashboard. Login: founder@test.com / demo1234." + +You should be able to click the thing yourself within five minutes. If you cannot, you do not have admin access, the staging environment does not exist, or the feature is not actually deployed. All three are emergencies. + +**Q4 - what did we cut to ship that?** + +> Bad: "Nothing, we built everything in the spec." +> +> Good: "We cut the admin override screen. You will not be able to edit a user's plan from the dashboard until next sprint. Manual fix is to email me, takes me three minutes." + +This is the over-engineering check. If your team never cuts anything, they are either building twice as much as needed or they are lying about what is done. + +**Q5 - what is in review but not shipped?** + +> Bad: "A few things are in PR, I can send you the list later." +> +> Good: "PR #847 - signup rate limiting. Marcus reviewed it Tuesday, three changes requested, will merge Monday. PR #851 - admin search. Nobody has reviewed it yet because Marcus is on vacation." + +If the same name keeps appearing as the only reviewer, you have a single point of failure - the [JetThoughts red-flags checklist](/blog/dev-shop-red-flags-checklist/) calls this bus factor of one. + +## Three things to do during the call + +**Click the staging URL while they are talking.** Open it on your laptop the moment they share it. If you get a 500, a login error, or "this page can't be reached", interrupt and ask. Do not wait until Monday to find out the URL was a screenshot. + +**Ask one follow-up per question.** Not three. If your follow-up gets a paragraph of jargon back, that is information. Save it for next time. + +**Write down one number per demo.** "PR #847", "$1 transaction", "47 paying users on the new flow". Three months of one-number receipts beat any retrospective the agency will run on themselves. + +## What to do after the call + +Forward the Loom URL to your own inbox with the date in the subject line. After three months you have a video record nobody on the team controls. + +If a demo gets skipped or rescheduled twice, write a one-line message: "Friday demo is the one meeting we do not move. Next Friday at 4pm, what will I see?" Hold the slot. + +If you have watched four Fridays and you still cannot click anything from your own laptop, the problem is not the demo format. Read [our 8 red flags checklist](/blog/dev-shop-red-flags-checklist/) and start the conversation about access, ownership, and code review. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/mom-test-ask-about-past-not-future/good-vs-bad-answers.svg b/content/blog/mom-test-ask-about-past-not-future/good-vs-bad-answers.svg new file mode 100644 index 000000000..72581e77f --- /dev/null +++ b/content/blog/mom-test-ask-about-past-not-future/good-vs-bad-answers.svg @@ -0,0 +1,76 @@ + + Mom Test answers - polite hypothetical vs specific past behavior + Bad answer: yeah I would totally pay for that. Good answer: last Tuesday 9pm I spent 40 minutes copying spreadsheets and called my CFO. The good answer has a date a time a tool a person a duration and feeling. + + + + + + + Same interviewee. Same problem. Opposite signal. + The question wording decides which answer you get. + + + + + vs + + + + BAD - polite hypothetical + + You asked: + "Would you pay $49/month for a tool + that automates this reporting?" + + They said: + "Yeah I'd totally pay for that! + Sign me up when it ships." + + What you learned: + - No date, no real story + - No quantified pain + - No workaround mentioned + - Hypothetical commitment + + Score: 2/10 + Interviewee was kind. + They will not pay you. + 8 of these = 0 customers. + + + + GOOD - past behavior + + You asked: + "Tell me about the last time + you ran a board report. Walk me + through what you did." + + They said: + "Last Tuesday 9pm I spent 40 min + copying spreadsheets into a deck. + Called my CFO. I felt stupid." + + What you learned: + - Date, time, tool, person, duration + - Emotional flag: "felt stupid" + - A real recent incident + - Workaround named (CFO did it) + + Score: 8/10 + Real felt problem. + 7+ of these = validated. + diff --git a/content/blog/mom-test-ask-about-past-not-future/index.md b/content/blog/mom-test-ask-about-past-not-future/index.md new file mode 100644 index 000000000..86d31fefe --- /dev/null +++ b/content/blog/mom-test-ask-about-past-not-future/index.md @@ -0,0 +1,216 @@ +--- +title: "The Mom Test: Ask About the Past, Not the Future" +description: "The 5-question script that prevents your interviewees from being polite - past-behavior validation for non-technical founders in 2026." +date: 2026-07-15 +draft: false +author: "JetThoughts Team" +slug: mom-test-ask-about-past-not-future +keywords: + - mom test customer interviews + - ask past behavior not hypothetical + - founder interview script + - validate without lying + - customer interview questions 2026 +tags: + - founders + - non-technical-founder + - customer-research + - validation +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Mom Test: Ask About the Past, Not the Future" + og_description: "The 5-question script that prevents your interviewees from being polite - past-behavior validation for non-technical founders in 2026." +cover_image_alt: "JetThoughts cover showing five Mom Test question cards stacked vertically with pass and fail signals on each card" +canonical_url: "https://jetthoughts.com/blog/mom-test-ask-about-past-not-future/" +related_posts: false +--- + +> **Module 1 · Step 2 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: 10 interview slots booked (from Module 1.1). Output: 10 transcripts of honest past-behavior conversations. + +An ed-tech founder we picked up last quarter ran 11 customer interviews before launch. Nine interviewees said some version of "this is great, I would absolutely use this." She charged $49/month at launch, opened on a Monday, finished the week with **one signup who churned in 14 days**. The transcripts read clean on paper. The hidden problem: every question was hypothetical ("would you pay for this?"), and every interviewee gave her a polite hypothetical answer. Eleven friendly conversations, zero useful data. + +![Five Mom Test question cards stacked: last-time, cost, workaround, priority, buying committee. Each card shows the pass and fail signal.](mom-test-script.svg) + +## Why this matters in 2026 + +A SaaS founder ran 11 interviews before launch, got 9 "this is great" answers, and shipped on a Monday. Three signups by Friday. Two churned in 14 days. She asked her network what they thought of the idea. The network, being nice people, said it sounded great. The market didn't lie - the questions did. + +Rob Fitzpatrick's book [The Mom Test](https://www.momtestbook.com/) (2013) named the technique that prevents this failure: ask about past behavior, not future preference. "Tell me about the last time" is the lock-pick. "Would you pay for this?" is the kind smile that costs you a year. The five-question script below is what the interview becomes when you stop asking your mom whether your idea is a good one. + +## The 5 questions + +The script runs in order. Each question funnels the interviewee deeper into a real memory of the problem. Read the questions as written - small wording changes ("would you" instead of "did you") flip the answer back into hypothetical polite, which is exactly the failure mode you are paying 30 minutes to avoid. + +### Q1 - The last-time question + +> "Tell me about the last time [problem context] happened. Walk me through what you did." + +**What it catches:** Whether the problem actually happens, how often, what mechanic the interviewee uses when it does. A real story has a date and a tool. A fake one has neither. + +**Pass signal:** Specific story, recent. A 25-person SaaS founder we spoke with last spring described a board-report workflow in tactile detail: "Last Tuesday at 9pm I spent 40 minutes copying numbers from three spreadsheets into a slide for the board. I called my CFO. She pulled the numbers from QuickBooks in 90 seconds. I felt stupid." That answer has a date, a time, a tool, a person, a duration, and feeling. It is one real Tuesday, not "I usually." + +**Fail signal:** Vague generality. "Yeah I usually struggle with reporting." "It happens all the time." No date. No mechanic. The interviewee has gone into autopilot polite mode and is not opening a real memory. + +**Follow-up:** "Walk me through that specific Tuesday again. What did you do first?" Forces them back into the actual incident if they retreated into generality. + +### Q2 - The cost question + +> "What did that cost you - in time, money, or sanity?" + +**What it catches:** Whether the pain is quantifiable. A problem nobody can put a number on is rarely a problem worth paying to solve. The cost question separates "this is annoying" from "I'd pay $200/month to make this stop." + +**Pass signal:** A number with a unit. "Two hours every Tuesday for six months." "My CFO bills $200/hour and she spent four hours on it last week." "I missed my daughter's bedtime three Mondays in a row." The cost can be money, time, or emotional weight - all three are valid, as long as the interviewee can put a magnitude on it. + +**Fail signal:** "It costs us time." "It's frustrating." Unquantified. The interviewee is being polite about a problem they don't actually feel. + +**Follow-up:** "If you had to put a dollar figure on it - or hours, or 'I'd quit my job over this' - what's the number?" + +### Q3 - The workaround question + +> "What have you tried already to fix this?" + +**What it catches:** Existing workarounds. If the interviewee has built a hack, paid for a tool, hired a person, or duct-taped two spreadsheets together, the problem is real. If they have done nothing, the problem is theoretical. + +**Pass signal:** A named tool, a hired person, a custom script. "I pay $79/month for Zapier to copy QuickBooks to Google Sheets. It breaks every two weeks. I have a VA on Upwork who fixes it." The workaround is the budget you can pitch into. It also tells you who your real competitor is - usually not what you assumed. + +**Fail signal:** "Nothing yet." "We just deal with it." "I've been meaning to look into something." A non-tried problem is a non-felt problem. Some exceptions apply (regulated industries, security), but the default reading is: no workaround means no urgency. + +**Follow-up:** "What broke about the workaround? Why are you still talking to me about this?" The crack in the workaround is the gap your product would fill. + +### Q4 - The priority question + +> "On a scale of 1-10, how big a problem is this for you compared to everything else on your plate?" + +**What it catches:** Urgency, against the interviewee's whole problem stack. A 9 is worth a sales conversation. A 4 is worth a pat on the head and zero dollars. Most "wouldn't it be great if" problems land at 4. + +**Pass signal:** A 7 or higher with a comparison. "This is an 8. The only thing higher right now is hiring my next engineer." A 9 or 10 is rare and the strongest signal in the set - that interviewee is your first 5 customers. + +**Fail signal:** A 5 or 6 with a soft justification ("it's annoying but we cope"). A 7 with no comparison - just "probably a 7" - is the polite default score, not real urgency. Treat unranked 7s the same as 5s until proven otherwise by Q5. + +**Follow-up:** "What's at 10 for you right now? What would have to happen for this problem to climb to that 10 spot?" + +### Q5 - The buying-committee question + +> "Who else on your team feels this? How do they handle it?" + +**What it catches:** The buying committee and the alternative solutions other people in the company already built. In any B2B sale, the person you are talking to is not the only one who needs to nod when the invoice arrives. You also learn who already owns a workaround inside the company - usually a more interesting interview than the one you just ran. + +**Pass signal:** A specific colleague named, plus their workaround. "My ops manager Jess feels this worse than I do - she keeps a parallel Google Sheet because she doesn't trust the finance numbers from accounting." That's a second interviewee, a second workaround, and a hint that the problem you are validating extends into operations. + +**Fail signal:** "I'm the only one who deals with this." "Everyone else is fine." Either the problem is local and small, or the interviewee does not know how their team operates. Both are weak signals - and both should drop your overall score for this call. + +**Follow-up:** "Could you introduce me to Jess?" Convert the call into the next call before you hang up. The introduction-ask also functions as a commitment test: an interviewee who refuses to make a 30-second intro probably won't pay you $49/month either. + +![Side-by-side comparison of a bad polite hypothetical answer and a good specific past-behavior answer, with what each tells you in the margin.](good-vs-bad-answers.svg) + +## The 3 emotional-language flags + +While the script runs, your job is to listen for three patterns. These flags do more work than the words "yes" and "no" the interviewee gives you. + +**Frustration language.** "I hate this." "It drives me crazy." "Every single week." "I can't believe we still do it this way." If the interviewee uses words with feeling, the problem is felt. Polite interviewees suppress feeling, which is exactly why polite-mode answers are useless for validation. + +**Workaround language.** "I've been meaning to..." "We hacked together..." "I pay [tool] $X for this." "My VA does it manually." Workarounds prove the problem is real because the interviewee already spent time or money on a solution that doesn't fully work. The workaround budget is the line item your product would replace. + +**Urgency language.** "Last week." "This morning." "I missed my kid's birthday because of this." A problem that happened today is felt more sharply than a problem that happens "sometimes." Time-anchored urgency is the strongest signal in the set, stronger than a high Q4 score given without one. + +A passing call has 3 or more flags spread across the five answers. A failing call has 0 or 1 - the interviewee is being polite to you. Two flags is ambiguous, treat as a 5/10 default. + +## The interview flow + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Call starts.
Script open on second screen."]) + Start --> Q1[Q1 - Last time it happened?] + Q1 --> Listen{Listen for emotional
language flags} + Listen -->|0-1 flags| Generic[Generic polite mode
Ask the follow-up] + Listen -->|2+ flags| Real[Real felt problem
Move to Q2] + Generic --> Q1 + Real --> Q2[Q2 - What did it cost?] + Q2 --> Q3[Q3 - What have you tried?] + Q3 --> Q4[Q4 - 1-10 vs everything else?] + Q4 --> Q5[Q5 - Who else feels this?] + Q5 --> Score{Score the call
1-10} + Score -->|7+ with comparison
3+ flags| Validated[Strong signal
Ask for intro and prototype] + Score -->|5-6 or weak
1-2 flags| Weak[Polite default
Score as 5] + Score -->|0-4 or 0 flags| Fail[No felt problem
Discount the call] + Validated --> Next[10 calls done
7+ scores of 7+ means validated] + Weak --> Next + Fail --> Next + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef q fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef decision fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef pass fill:#f0f9f0,stroke:#2e7d32,stroke-width:2px,color:#1a1a1a + classDef warn fill:#fffbe6,stroke:#bf8a00,stroke-width:2px,color:#1a1a1a + classDef fail fill:#ffebee,stroke:#c62828,stroke-width:2px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3,Q4,Q5,Real q + class Listen,Score decision + class Validated,Next pass + class Weak,Generic warn + class Fail fail +``` + +The flow is rigid by design. Founders who improvise mid-call ("oh that reminds me of my product idea") usually contaminate the rest of the transcript - the interviewee starts answering the founder's pitch instead of describing their own life. Read the questions as written, take notes by hand, score after. + +## The Rails / Django / Laravel angle + +If you are running this script with the help of a small full-stack shop, the build side stays simple. There is no MVP yet at this stage - the deliverable from Module 1 is a validated problem statement, not code. The counter-example to avoid: a founder hires a team during interviews "to be ready when we have signal," and the team is already $20K deep into an over-engineered prototype before interview 7 returns a 4/10 score on the problem. That money is now sunk against the wrong assumption. + +The cleaner pattern: do the 10 interviews yourself. Use a Notion doc for transcripts. Spend nothing on engineering yet. When the score comes back validated, the team you hire builds against a real problem instead of a guessed one. A [Rails-first or Django-first full-stack shop](/blog/engineering-org-chart-non-technical-founder/) that ships end-to-end will deliver a working prototype against a one-page validated problem statement in 2 to 4 weeks. None of that work should start before the interviews close. + +If you are tempted to build during the interview phase, read the [pre-PMF founder sales rule](/blog/sales-pre-pmf-should-be-done-by-founders/) - validation is founder work because the signal disappears when an intermediary handles the conversation. The same logic applies to building: founders who delegate validation lose the signal. + +## What to do tomorrow + +Three actions. In order. + +- **Print [the Mom Test interview script artifact](#the-mom-test-interview-script-artifact) and open it on a second screen during the call.** Read the questions as written. The wording does the work - if you paraphrase, you slip back into polite-yes mode and waste the call. +- **Take notes by hand, not by typing.** Hand-writing slows you down enough that you stop transcribing and start listening for the three emotional flags. Typing during a call turns you into a court reporter; pen-and-paper turns you into a listener. The Q4 score and the flag count are what you write down, not the full transcript. +- **Score the call 1-10 within 5 minutes of hanging up.** Use Q4 plus your emotional-flag count. Write the score in the same notes file. If you score later, you will round up. By interview 10 you have a validation total, not 10 unsorted transcripts. + +If 7 of your 10 calls score 7+ with at least 3 emotional flags, the problem is validated and you move to Module 1.3 (Validated Problem Statement). If fewer than 5 calls score 7+, the problem is too weak - re-evaluate the ICP, the framing, or sometimes the question wording before booking another 10. Sometimes Q1 is wrong - the problem context is too narrow - and a broader framing wakes the interviewee up. The [stop-looking-for-product-market-fit guide](/blog/stop-looking-for-product-market-fit-startup-tutorial/) covers what the validation signal does and doesn't tell you about whether you have product-market fit (spoiler: a validated problem is necessary, not sufficient). + +## The Mom Test interview script artifact + +The artifact at **[/blog/mom-test-interview-script/](/blog/mom-test-interview-script/)** carries the same 5 questions verbatim, the follow-ups, the pass/fail signals, the 3 emotional-language flags, and the scoring rubric. Print it, keep it open on your second monitor, run all 10 interviews against it. The artifact is the screen-side reference - this post is the explanation of why it works. + +After 10 calls, you have either 10 scored transcripts that converge on a real problem (proceed to Module 1.3) or 10 transcripts that don't (re-frame and run another 10). Founders who fake the convergence to start building anyway are the same founders who later post about wasted MVP spend - the [quality tax for AI MVPs](/blog/quality-tax-ai-mvp-cost/) is what happens when you ship against an unvalidated problem. + +> Most customer interviews fail because the interviewees are polite. The fix is not better people - it is questions that anchor in last Tuesday at 9pm, not in some imagined future where the product already exists. + +## Continue the course + +This is **Module 1 · Step 2 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| **1** | **Validate the Problem** ← you are here | **One-page validated problem statement** | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 1 · Validate the Problem**: 1.1 [Find 10 People With the Problem in 2026](/blog/find-10-people-with-problem-outreach-2026/) · 1.2 **The Mom Test: Ask About the Past, Not the Future** ← you are here · 1.3 Write Down What You Heard, Decide What's Next. + +## Further reading + +- Rob Fitzpatrick, [The Mom Test (book site)](https://www.momtestbook.com/) - the canonical reference. The book runs 130 pages and explains why "would you pay for X?" is the most popular question and the worst. +- Y Combinator, [How to Talk to Users (Startup Library)](https://www.ycombinator.com/library/6g-how-to-talk-to-users) - YC's distilled rules for the same conversation, free and 20 minutes. +- Steve Blank, [The Four Steps to the Epiphany - Customer Discovery](https://steveblank.com/category/customer-development/) - the original customer-development methodology Fitzpatrick's script sits inside. +- Teresa Torres, [Continuous Discovery Habits](https://www.producttalk.org/continuous-discovery-habits/) - what these interviews become after the validation phase, when you run them weekly forever. +- Mom Test summary by Yann Klis, [The Mom Test - 1-page summary](https://yannklis.com/posts/the-mom-test/) - a compressed cheat sheet for anyone who can't read the full book this week. +- Lenny Rachitsky, [Customer interviewing 101](https://www.lennysnewsletter.com/p/the-ultimate-guide-to-conducting) - the operational version of the Mom Test rules with sample scripts. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/mom-test-ask-about-past-not-future/mom-test-script.svg b/content/blog/mom-test-ask-about-past-not-future/mom-test-script.svg new file mode 100644 index 000000000..591d5c872 --- /dev/null +++ b/content/blog/mom-test-ask-about-past-not-future/mom-test-script.svg @@ -0,0 +1,74 @@ + + The Mom Test 5-question script - past-behavior interview questions + Card 1 last-time question. Card 2 cost in time money sanity. Card 3 what have you tried already. Card 4 1-10 priority. Card 5 who else on your team. + + + + + + + + + + The Mom Test interview script - 5 questions, read as written. + Anchors in past behavior. Listens for emotional language. Scores 1-10. + + + + Q1 + The last-time question + "Tell me about the last time [problem] happened. Walk me through what you did." + PASS: A date, a time, a tool, a person. "Last Tuesday 9pm I called my CFO..." + FAIL: "Yeah I usually struggle with this." No date, no story. + + + + + + Q2 + The cost question + "What did that cost you - in time, money, or sanity?" + PASS: A number with a unit. "2 hours every Tuesday for 6 months." "$800 in CFO time." + FAIL: "It costs us time." Unquantified. Polite about an unfelt problem. + + + + + + Q3 + The workaround question + "What have you tried already to fix this?" + PASS: A named tool or hired person. "I pay Zapier $79/mo. My VA fixes it weekly." + FAIL: "Nothing yet." "We just deal with it." No workaround = no urgency. + + + + + + Q4 + The priority question + "On a 1-10 scale, how big is this compared to everything else on your plate?" + PASS: 7+ with a comparison. "This is 8. Only hiring is higher." + FAIL: A polite 7 with no comparison. "Probably a 7." Default kindness, not urgency. + + + + + + Q5 + The buying-committee question + "Who else on your team feels this? How do they handle it?" + PASS: Names a colleague + their workaround. "Jess keeps a parallel sheet she trusts more." + FAIL: "Just me." Either small/local or they don't know how the team works. + diff --git a/content/blog/mom-test-interview-script/index.md b/content/blog/mom-test-interview-script/index.md new file mode 100644 index 000000000..68d9234cd --- /dev/null +++ b/content/blog/mom-test-interview-script/index.md @@ -0,0 +1,148 @@ +--- +title: "Mom Test Interview Script: 5 Questions for Past Behavior" +description: "Rob Fitzpatrick's Mom Test technique as a copy-pasteable 5-question script. Read on a second screen during the call. Score each interview 1-10." +date: 2026-07-15 +draft: false +author: "JetThoughts Team" +slug: mom-test-interview-script +keywords: + - mom test interview script + - founder customer interview + - rob fitzpatrick mom test + - validate without polite lying + - past behavior interview +tags: + - founders + - non-technical-founder + - template + - course-companion + - validation +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/mom-test-interview-script/" +related_posts: false +--- + +📋 Template companion to the [Module 1.2 post](/blog/mom-test-ask-about-past-not-future/). Open on a second screen during the call. Read questions verbatim. + +# The Mom Test Interview Script - Ask About the Past, Not the Future + +*Five questions that get the interviewee to tell you what they actually did, not what sounds polite.* + +An ed-tech founder we picked up last quarter ran 11 customer interviews before launch. Nine of the interviewees said some version of "this is great, I would absolutely use this." She charged $49/month at launch, opened the doors on a Monday, and finished the week with one signup who churned in 14 days. The interview transcripts read fine on paper. The hidden problem: every question she asked was hypothetical ("would you pay for this?", "would this be useful?"), and every interviewee gave her a polite hypothetical answer. She had spent six weeks building to validate, six weeks building to ship, and her sample of 11 had taught her nothing about whether anyone actually had the problem. The five questions below would have caught the gap in the first interview. + +Rob Fitzpatrick's book *The Mom Test* (2013) named the technique: ask about past behavior, not future intent. The questions on this page are the script. You keep them open on a second screen during the call, read them as written, and listen for emotional language while you take notes by hand. + +## How to use this + +Open this page on a second screen during the call. Read the questions as written - small wording changes ("would you" instead of "did you") flip the answer from past behavior back into polite hypothetical, which is the exact failure mode you are trying to avoid. + +Take notes by hand, not by typing. Hand-writing slows you down enough that you stop transcribing and start listening for the three emotional flags below. Score each call 1-10 at the end, using Q4 and the flag count together. By interview 10, you have a validation score, not 10 unsorted transcripts. + +Time budget: 25 minutes for the questions, 5 minutes for scoring notes. Total 30 minutes booked, 20 minutes of real talking. Do not go over. Founders who run 60-minute interviews start pitching their idea in minute 35 and contaminate the sample. + +## The 5 questions - copy and paste + +### Q1 - The last-time question + +> "Tell me about the last time [problem context] happened. Walk me through what you did." + +**Why this works:** It anchors in a real episode the interviewee can recall. They tell a story, not a preference. You learn whether the problem actually happens, how often, and what they did about it. + +**Pass signal:** A specific story with a date, a time of day, a tool they opened, a person they messaged. "Last Tuesday at 9pm I spent 40 minutes copying numbers from three spreadsheets into a slide for the board. I called my CFO and she pulled the numbers from QuickBooks for me." + +**Fail signal:** Vague generality. "Yeah, I usually struggle with reporting." "It happens all the time." No date. No mechanic. The interviewee never opens an actual memory. + +**Follow-up:** "Walk me through that specific Tuesday again. What did you do first?" + +### Q2 - The cost question + +> "What did that cost you - in time, money, or sanity?" + +**Why this works:** It quantifies the pain. A problem nobody can quantify is rarely a problem worth paying to solve. If they can't tell you what it cost them, they probably won't pay anything to fix it. + +**Pass signal:** A specific number with a unit. "Two hours every Tuesday night for the last six months." "My CFO bills $200/hour and she spent four hours on it last week." "I missed my daughter's bedtime three Mondays in a row." + +**Fail signal:** "It costs us time." "It's frustrating." "It's a lot." Unquantified. The interviewee is being polite about a problem they don't actually feel. + +**Follow-up:** "If you had to put a number on it - dollars, hours, or 'I'd quit my job over this' - what would the number be?" + +### Q3 - The workaround question + +> "What have you tried already to fix this?" + +**Why this works:** Surfaces existing workarounds. If they have built a hack, paid for a tool, hired a person, or duct-taped two spreadsheets together, the problem is real. If they have tried nothing, the problem is theoretical. + +**Pass signal:** A named tool, a hired person, a custom script, a workaround that took setup time. "I pay $79/month for Zapier to copy QuickBooks to Google Sheets. It breaks every two weeks. I have a VA on Upwork who fixes it." + +**Fail signal:** "Nothing yet." "We just deal with it." "I've been meaning to look into something." A non-tried problem is a non-felt problem. There are exceptions (regulated industries, security, etc.) but the default reading is: no workaround means no urgency. + +**Follow-up:** "What broke about the workaround? Why are you still talking to me about this?" + +### Q4 - The priority question + +> "On a scale of 1-10, how big a problem is this for you compared to everything else on your plate?" + +**Why this works:** Calibrates urgency against the interviewee's whole problem stack. A 9/10 problem is worth a sales conversation. A 4/10 problem is worth a pat on the head and zero dollars. Most "wouldn't it be great if" problems land at 4. + +**Pass signal:** A 7 or higher with a comparison. "This is an 8. The only thing higher is hiring my next engineer." A 9 or 10 is rare and a strong signal. + +**Fail signal:** A 5 or 6 with a soft justification ("it's annoying but we cope"). A 7 or 8 with no comparison to anything else - that's the polite-default score, not real urgency. + +**Follow-up:** "What's at 10 right now? What would have to happen for this problem to climb to that 10 spot?" + +### Q5 - The buying-committee question + +> "Who else on your team feels this? How do they handle it?" + +**Why this works:** Surfaces the buying committee and the alternative solutions other people on the team have built. In any B2B sale, the person you're talking to isn't the only one who needs to nod when the invoice arrives. You also learn who already owns a workaround inside the company. + +**Pass signal:** Names a specific colleague and their workaround. "My ops manager Jess feels this worse than I do - she keeps a separate Google Sheet that mirrors the one finance uses, because she doesn't trust the finance numbers." + +**Fail signal:** "I'm the only one who deals with this." "Everyone else is fine." Either the problem is local and small, or the interviewee doesn't know how their team operates. Both are weak signals. + +**Follow-up:** "Could you introduce me to Jess? I'd like to hear how she built that workaround." + +## The 3 emotional-language flags + +While you are reading the questions, listen for three patterns in their answers. These flags do more work than the words "yes" and "no." + +**Frustration language.** "I hate this." "It drives me crazy." "Every single week." "I can't believe we still do it this way." If the interviewee uses words with feeling, the problem is felt. Polite interviewees suppress feeling, which is exactly why you ignore polite answers. + +**Workaround language.** "I've been meaning to..." "We hacked together..." "I pay [tool] $X for this." "My VA does it manually." Workarounds prove the problem is real because the interviewee already spent time or money on a solution that doesn't fully work. The workaround is the budget you can pitch into. + +**Urgency language.** "Last week." "This morning." "I missed my kid's birthday because of this." A problem that happened today is felt more sharply than a problem that happens "sometimes." Time-anchored urgency is the strongest signal in the set. + +A passing call has 3+ flags across the five answers. A failing call has 0-1 flags - the interviewee is being polite to you. Two flags is ambiguous; treat as a 5/10 score. + +## What good looks like vs what bad looks like + +**Q1 - Bad answer:** "Yeah I usually struggle with reporting." + +**Q1 - Good answer:** "Last Tuesday at 9pm I spent 40 minutes copying numbers from three spreadsheets into a slide for the board. I called my CFO. She had QuickBooks open, pulled the numbers in 90 seconds. I felt stupid." + +The good answer has a date, a time, a tool, a person, a duration, and feeling. The bad answer is a polite generality. Same problem, same interviewee - the wording of the question and your willingness to wait for a real story is the difference. + +**Q4 - Bad answer:** "Probably a 7." + +**Q4 - Good answer:** "This is a 4. Hiring my next engineer is at 9, fundraising is at 8, payroll automation is at 5. Your thing would be useful but I am not going to pay to fix it this quarter." + +The good answer is honest and ranks the problem against real competitors for the interviewee's attention. It might sting. That sting is the data. A polite 7 with no comparison is the most common failure - the interviewee is being kind because you are a real person who showed up to ask. + +**Closing - Bad:** "So if I built this, would you pay $49/month?" + +**Closing - Good:** "Thank you. Two more questions: who else on your team should I talk to about this, and would you be willing to look at a 5-minute prototype in two weeks?" - then ask for the introduction and the calendar slot before you hang up. + +The bad closing pulls them back into hypothetical preference and gives you a useless "I'd consider it." The good closing converts the call into the next two assets: an introduction (Q5 working in production) and a commitment to look at a prototype (the asks-for-effort test from Fitzpatrick's book). + +## What to do after the call + +- **Score the call 1-10 within 5 minutes of hanging up.** Use Q4 plus your emotional-flag count. Write the score in your notes file. If you score later you will round up. +- **If you have 7+ scores on 7 out of 10 interviews:** the problem is validated. Move to the Validated Problem Statement template (Module 1.3). +- **If you have fewer than 5 scores of 7+:** the problem is too weak. Re-evaluate the ICP, the problem framing, or the question wording before booking another 10 calls. Sometimes Q1 is wrong (the problem context is too narrow) - retry with broader phrasing first. +- **Forward the transcripts to your fractional CTO or independent advisor** before you make the build/no-build call. Two readers catch what one misses. + +Founders who skip this script and run "feature interest" interviews ("would you pay for X?") almost always launch into silence. The Mom Test isn't a productivity trick. It is the only way to keep your interviewees from being polite while you are gambling six months of your life on what they said. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/outreach-sequence-template/index.md b/content/blog/outreach-sequence-template/index.md new file mode 100644 index 000000000..e6ed3d5e5 --- /dev/null +++ b/content/blog/outreach-sequence-template/index.md @@ -0,0 +1,214 @@ +--- +title: "Outreach Sequence Template: 10 Customer Interviews by Friday" +description: "Reddit + LinkedIn + Clay + Lindy + paid panels = 10 ICP interviewees booked in one morning. The 2026 stack with copy-pasteable email + DM templates." +date: 2026-07-08 +draft: false +author: "JetThoughts Team" +slug: outreach-sequence-template +keywords: + - founder cold outreach template + - Clay Apollo Lindy founder + - book customer interviews 2026 + - validation outreach sequence + - non technical founder outreach +tags: + - founders + - non-technical-founder + - template + - course-companion + - validation +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/outreach-sequence-template/" +related_posts: false +--- + +📋 Template companion to the [Module 1.1 post](/blog/find-10-people-with-problem-outreach-2026/). Run Monday morning. 10 calls in your calendar by Friday. + +# Find 10 People With the Problem - The 2026 Outreach Sequence Template + +*Reddit + LinkedIn + Clay + Lindy + paid panels = 10 interviewees by Friday.* + +## Why this exists + +A consumer-app founder we spoke with last month spent a full week messaging her LinkedIn network. She sent 60 polite DMs, booked 3 calls, and two of the three were old colleagues showing up to be nice. She had one real conversation, and that founder ghosted on the reschedule. Same week, same hypothesis: she pivoted to the stack below on a Monday morning - two hours on Reddit, an Apollo list of 80 contacts, a 3-email Smartlead sequence with a Lindy agent reading replies, and $400 on a User Interviews panel as a backup track. By Thursday afternoon she had **12 calls booked**. The point isn't that her network was wrong. It's that her network was 3 contacts deep when she needed 10, and the next 7 were strangers she had to find on purpose. The template below is what she ran. + +## How to use it + +Run this on a **Monday morning, alone, with a credit card**. Budget: 4 hours of your time on Monday + $200 to $500 in tools and panels across the week. Outcome: 10 booked calls by Friday afternoon. + +Before you start, you need one thing: a written problem hypothesis. One sentence: *"I think [persona] currently does [task] in [painful way] and would pay $X to do it [better way]."* Module 0 routed you here because the worksheet flagged you don't yet have 10 conversations on this. The sequence below is how you get them. + +Run the three tracks in parallel, not in sequence. Cold outreach, paid panels, and the smoke-test landing page fail differently - running all three means even if two flop, you have a real Friday number. + +## The 5-step sequence + +### Step 1 - Mine where they're already complaining (Monday, 2 hours) + +Open four tabs. Read for two hours. Don't write a single message yet. + +**Reddit.** Search the exact words your prospect would use. For a typical B2B SaaS founder ICP, productive subreddits are **r/SaaS**, **r/startups**, **r/Entrepreneur**, plus one or two niche subs for your buyer (r/sysadmin if IT, r/marketing if CMO, r/smallbusiness if owner-operator). Sort by Top - Past Month. Read the top 50 posts. Note the exact wording of complaints and existing workarounds. + +**LinkedIn.** Type the problem in quotes. Filter to Posts - Past Week. The 1% of LinkedIn willing to complain in public is also the 1% willing to take a call. + +**Discord and Slack.** Indie Hackers Discord, Lovable Discord, No Code Founders Slack, plus one industry-specific server. Read the #help-and-feedback channels. The daily question is "has anyone else hit X." + +**G2 and Capterra reviews.** Pull every 2-star and 3-star review of the closest competitor or workaround tool. The text is the language of pain a stranger willingly typed for free. + +Write down **30 specific sentences in their language**. That bank is the raw material for the messages in Step 3. Don't paraphrase. Use their words. + +### Step 2 - Build the ICP list (Monday, 1 hour) + +Two tools matter in 2026. + +| Tool | Price (2026) | Use when | +|---|---|---| +| Clay (clay.com) | ~$149/mo Starter | You need 100+ clean rows with 50+ enrichment sources, deduped and email-verified. | +| Apollo (apollo.io) | $49-$149/mo | You need 50-100 rows fast and the search filters are enough. Budget option. | + +Filter on six dimensions: + +1. **Job title** - the buyer OR the user, not both. Pick one. +2. **Company size** - 50 to 500 employees is the sweet spot (small enough to reach a decision-maker, big enough to have the problem). +3. **Industry** - one vertical first. Expand later. +4. **Geography** - one timezone, so calls are bookable. +5. **Technology used** - if your product replaces or integrates with a specific tool, filter for it. +6. **Recent funding or hiring signal** - companies with momentum reply faster. + +Export 80 to 120 rows. Send to 50, hold 30 in reserve, drop the bottom 40. For consumer founders, Apollo and Clay don't help much - skip to Step 4 and Step 5 instead. + +### Step 3 - Run the sequence (Tuesday morning) + +Three tools, one workflow. + +| Tool | Price (2026) | Role | +|---|---|---| +| Smartlead (smartlead.ai) or Instantly (instantly.ai) | $37-$94/mo | Sending layer. Handles deliverability, rotates 5-10 inboxes, keeps you out of spam. | +| Lindy (lindy.ai) | from $49/mo | AI agent. Reads replies, classifies them, sends follow-ups, books calls. | +| Calendly (calendly.com) | free-$10/mo | Calendar booking. Lindy drops your link when a reply says yes. | + +**3-email sequence (copy and paste):** + +> **Day 0 - intro** +> +> Subject: `quick question about [their exact workaround]` +> +> Hi [first name], +> +> Saw your post on r/SaaS last week about [the exact thread, paraphrased in their language]. I'm a [your role] looking into the same problem and trying to understand how teams like yours [the specific painful task] today. +> +> Not selling anything. I'm 20 minutes from launching a [thing] for this and I want to make sure I'm building what people actually need. Would you be open to a 20-minute call so I can ask 5 questions about how you handle [the task] now? +> +> If yes, here's my calendar: [Calendly link]. +> +> Thanks, +> [Your name] + +> **Day 3 - bump** +> +> Subject: `re: [their workaround]` +> +> Hi [first name], +> +> Bumping this. 20 minutes, your time of choice. I'm not pitching - I'm asking how you do [the task] today and what breaks when you try. The 30 founders I've already spoken to have made the [thing] meaningfully better, so the call is genuinely useful on your end too. +> +> [Calendly link] +> +> Thanks, +> [Your name] + +> **Day 7 - close** +> +> Subject: `last try - 20 min on [topic]` +> +> Hi [first name], +> +> Last note from me. If this isn't your problem, no worries - I'll stop. If it is and you just haven't had a chance to look, here's the link one more time: [Calendly]. I'm running interviews through next Friday. +> +> Thanks either way, +> [Your name] + +**LinkedIn DM openers (3 variants - same sequence pattern, shorter form):** + +> 1. "Saw your post yesterday on [exact topic]. I'm 20 min from launching a thing for [task] and want to make sure I'm not building the wrong thing. Open to 20 min so I can ask 5 questions about how you handle this today? [Calendly]" + +> 2. "Read your G2 review of [competitor] - the bit about [exact frustration] is exactly what I'm working on. 20 min to ask you 5 questions about what would actually help? [Calendly]" + +> 3. "We've never met but you commented something useful on [post] about [problem]. I'm researching it from the founder side - 20 min so I can ask how you currently handle [task]? Not selling, asking. [Calendly]" + +**Cold-email subject lines (3 variants):** + +> 1. `quick question about [their exact workaround]` + +> 2. `[their company] + [the painful task] - 20 min?` + +> 3. `re: your r/[sub] post on [topic]` + +**Reddit "I'm researching X" comment (1 variant - post AFTER you've added value to the sub for a week):** + +> "I'm a founder researching [exact problem in their words]. Not promoting anything yet - just trying to understand how 10 people who hit this currently solve it. If you're up for a 20-minute call this week or next, my DMs are open / here's a Calendly: [link]. Happy to share back what I learn from the calls in a follow-up post here." + +**Calendly booking page copy:** + +> "20-minute research call - [your name] +> +> What this is: I'm researching [problem] from the founder side. I'll ask you 5 questions about how you currently handle [task], what breaks, and what you've tried. No pitch, no demo. +> +> What you get: I'll send you a 1-page summary of what the 30+ people I interview say. You'll see the patterns before anyone else. +> +> Bring: Nothing. Show up, talk for 20 minutes, hang up." + +### Step 4 - Backup via paid panels (kick off Tuesday in parallel) + +When your ICP is too niche for Clay or Apollo (a specific executive role, a regulated industry, a consumer audience), pay for the panel. + +| Service | Price (2026) | Best for | +|---|---|---| +| User Interviews (userinterviews.com) | $50-$150 per interviewee | Generalist B2B and consumer panels. 8-person panel = $400-$1,200 all-in. 3-5 day lead time. | +| Respondent (respondent.io) | Often cheaper for hard-to-reach roles | CFOs, engineering directors, ops leaders. B2B-leaning. | + +Write the screener questions tight. Three screening questions filter out the wrong panel and you pay only for fit interviewees. Run paid panels **in parallel** with cold outreach, not as a replacement - the two channels select for different people, and both samples are biased in opposite directions. + +### Step 5 - The parallel smoke-test landing page (Monday afternoon) + +While Steps 3 and 4 book calls, Step 5 measures whether strangers will give you their email for the thing you described. + +| Tool | Price (2026) | What you ship | +|---|---|---| +| Carrd (carrd.co) | $19/year | One-page waitlist landing page. Headline, subhead, email capture. | +| Framer (framer.com) | $5-$15/mo | Same job, more design control. | + +Page anatomy: **headline** (problem in their language, from Step 1) + **subhead** (solution in one sentence) + **one CTA** ("Be first on the waitlist"). Email capture only. No pricing, no signup, no fake product screenshot. + +Drive £100 to £200 of paid traffic from Google Ads or LinkedIn Ads, targeting the keywords you searched in Step 1. Aim for 200 to 500 visitors over 5 days. + +Signal you want: **5%+ email signup rate**. Below 2% means the headline or offer is wrong - rewrite both. Between 2% and 5% means directionally right, wording isn't sharp. Above 5% means strangers find the problem real enough to give you an email for a product that doesn't exist yet. + +The signups become the warmest opener for Step 3 follow-up: "You signed up for the waitlist on [page] last Tuesday - would you be up for a 20-minute call?" runs 60%+ reply rates. + +## What good looks like vs what bad looks like + +**The Day-0 cold email** + +> Bad: "Hi [first name], I'd love to pick your brain about your industry and the challenges you face. Do you have 30 minutes for a quick chat sometime next week?" +> +> Good: "Hi Marcus, saw your r/sysadmin post Tuesday about spending 2 hours every Monday reconciling Datadog alerts across 4 accounts. I'm 20 minutes from launching something for that and want to make sure I'm not building the wrong thing. 20 min so I can ask 5 questions about what you do today? Calendar: [link]" + +The bad email could go to anyone in any role at any company. The good email could only go to Marcus. References his specific public post, names the exact painful task, sets a tight ask, drops the calendar link. Reply rate goes from 1-3% to 25-35%. + +**The Reddit research comment** + +> Bad: "Hey r/SaaS! I'm a founder building a new tool for [generic problem]. Would love some feedback! DM me if interested." +> +> Good: "I'm a founder researching [exact problem from a post in this sub last week] - not promoting anything yet, just trying to understand how 10 people who hit this currently solve it. If you're up for a 20-min call this week, my DMs are open / Calendly: [link]. I'll share back the patterns in a follow-up post." + +The bad comment gets auto-removed by mods and reads as recruiting traffic. The good comment is a question with a clear ask, offers value back to the sub (the follow-up post), and matches an existing thread the sub already engaged with. The [self-promotion on Reddit rules guide](/blog/self-promote-on-reddit-without-getting-banned-promotion/) covers the karma floor and timing that keep you out of the auto-removed pile. + +## What to do after + +- **Score responses Wednesday afternoon.** Aim **30%+ reply rate** by mid-week. If you're under 10%, the Day-0 subject line is generic - rewrite it referencing a specific public post and resend Thursday morning. +- **By Friday, hold 10 booked calls across the next 2 weeks.** Cold outreach should give you 5-7 of them. Paid panel fills the other 3-5. The smoke-test landing page is a signal track, not a booking track. +- **Move to the Mom Test interview script (Module 1.2).** The script tells you what to ask once they're on the call. The wrong questions waste the conversations you just booked. The [Mom Test reference at momtestbook.com](https://www.momtestbook.com/) is the anchor; Module 1.2 ships the JT-curated 5-question script. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/ownership-checklist/index.md b/content/blog/ownership-checklist/index.md new file mode 100644 index 000000000..083e02117 --- /dev/null +++ b/content/blog/ownership-checklist/index.md @@ -0,0 +1,131 @@ +--- +title: "GitHub, AWS, Database Ownership Checklist" +description: "A 45-minute audit that tells you whether you own your company's code, cloud, and domain - or just rent them from your dev shop. 12 items, run alone." +date: 2026-05-17 +draft: false +author: "JetThoughts Team" +slug: ownership-checklist +keywords: + - github ownership audit + - aws root account founder + - non technical founder ownership + - dev shop hostage situation + - code ownership checklist +tags: + - founders + - non-technical-founder + - template + - course-companion + - oversight +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/ownership-checklist/" +related_posts: false +--- + +📋 Template companion to Module 5 of the [Tech for Non-Technical Founders 2026 course](/blog/tech-for-non-technical-founders-2026/). Run on a Friday afternoon, alone, with your credit card and a Notion doc. + +# The GitHub / AWS / Database Ownership Checklist + +A 45-minute audit that tells you whether you own your company's code, cloud, and domain - or just rent them from your dev shop. + +By the end of one Friday you will know whether you can fire your dev team on Monday and still ship a hotfix on Tuesday. You will not have read a line of code. You will have logged into 12 accounts and answered one question for each: is the email on this account mine, or is it theirs? + +## Why this exists + +A B2B fintech founder we picked up in Q1 2026 had spent **$180K over eight months** with the previous agency before they stopped answering email. She thought she owned the company - the Delaware C-corp, the bank account, the trademark. What she did not own was the GitHub org (registered to the agency's CTO), the AWS root account (email was `dev@theiragency.com`), the Stripe production keys, or the domain (in the lead developer's personal Namecheap). Her app was live serving 4,200 paying users when checkout broke at 9pm on a Tuesday and she could not push a fix. Recovery took **three weeks and $11K in legal fees**. The audit below would have caught all four problems on Day 1 in 45 minutes. + +Most agencies are not malicious. They set the accounts up under their own emails on Day 1 because it was the fastest way to start, and nobody ever moved them. The damage is the same either way. + +## How to use it + +Run the audit on a **Friday afternoon, alone**. 45 minutes if your accounts are tidy, 90 if they are not. Bring your company credit card, your password manager, and a fresh Notion doc. + +Do not tell the team you are running it. If anything is wrong, you want to fix the access first and have the conversation second. A founder who asks "can you transfer the GitHub org to me?" on Monday gets a different answer than a founder who already owns the org and is asking why she did not on Day 1. + +For each item, write the answer in your doc - pass or fail. If fail, copy the exact email or account name. You will need it for the recovery step. + +## The 12-item checklist + +### Code ownership + +| # | Check | What PASS looks like | +|---|---|---| +| 1 | **GitHub org owner.** Open the org. Settings - People. Who is listed as Owner? | Your name and email. Not the agency's, not a shared `dev@` mailbox. | +| 2 | **Repo settings.** Settings - Collaborators. Can you remove every contractor right now without asking permission? | You can. Org-owner permission means you can remove any user. | +| 3 | **Branch protection on `main`.** Settings - Branches. Is `main` protected, and can you override the protection in an emergency? | `main` is protected, and your account has admin override rights. | + +### Cloud ownership + +| # | Check | What PASS looks like | +|---|---|---| +| 4 | **AWS root account email.** AWS console - top-right - Account. What is the root user email? | Email on a domain you control: `you@yourcompany.com`. | +| 5 | **Billing access.** AWS Billing dashboard. Whose card pays the bill? Can you see invoices for the last 12 months? | Your card or your company AmEx, and you can download every invoice. | +| 6 | **IAM admin user.** IAM - Users. Is there an admin user that is yours, separate from root? | Yes, with MFA on, and the password in your password manager. | + +### Database and secrets + +| # | Check | What PASS looks like | +|---|---|---| +| 7 | **Production DB credentials.** Where is the prod DB password stored? Can you read it tonight without paging the lead engineer? | You open AWS Secrets Manager (or 1Password / Vault) and see it yourself. | +| 8 | **Secrets store ownership.** Secrets Manager, Vault, Doppler, or `.env` files in a private repo - who is the admin? | You are. If a developer rage-quits tonight, you can rotate every secret tomorrow. | +| 9 | **Database backups.** When was the last successful backup? Can you restore one to a staging DB by yourself? | Backups run nightly, the last 7 days are listed in RDS, and you have a one-page restore runbook. | + +### Domain and external services + +| # | Check | What PASS looks like | +|---|---|---| +| 10 | **Domain registrar.** Log in to Namecheap, GoDaddy, or Cloudflare Registrar. Whose name is on the WHOIS? Whose email gets the renewal notice? | Yours, on your company email. The account is paid by your card. | +| 11 | **DNS provider.** If DNS lives elsewhere (Cloudflare, Route 53), can you log in and add an A record right now? | Yes, on an account in your name, with MFA. | +| 12 | **Third-party API keys.** Stripe, SendGrid, OpenAI, Twilio, Plaid - whoever you pay every month. For each, is the account in your name and the billing on your card? | No agency owns an account that touches your customers' money or data. | + +If you do not know what an item means, that is part of the result. "I have never heard of Secrets Manager" is a failed answer for #7 - it tells you nobody has briefed you on where production passwords live. + +## What good looks like vs. what bad looks like + +**#1 - GitHub org owner** +> Bad: Owner is `agency-admin@bigdevshop.com`. You are listed as a Member. +> Good: Owner is `founder@mycompany.com` (you). Agency engineers are added as Outside Collaborators. + +If the agency's email is on the Owner row, they can delete the org tomorrow morning and GitHub support will not help you. + +**#4 - AWS root account email** +> Bad: Root email is `aws@bigdevshop.com`. You have IAM access but have never logged into root. +> Good: Root email is `aws@mycompany.com`. The password is in your 1Password. MFA is on your phone, with a backup code in your safe. + +The root account owns everything underneath it. If the agency controls the root email, they can lock you out of every AWS service in 10 minutes. + +**#7 - Production database password rotation** +> Bad: "Marcus knows it. I would have to ask him." +> Good: "I opened AWS Secrets Manager just now and read it. I rotated it once before, in March, when we offboarded the previous DBA." + +If only one person can rotate the prod DB password, you do not have a database. You have a hostage. + +**#10 - Domain registrar** +> Bad: Renewals come to `dev@theiragency.com`. You have never logged into the registrar. +> Good: Logged into Namecheap with your account. WHOIS shows your name. Auto-renew is on, charged to your card. + +A domain transfer takes a minimum of **14 days** under ICANN rules and requires the losing registrar to release the auth code. If the agency will not release it, your customers cannot reach your site for two weeks. + +## What to do if the audit fails + +**Step 1. Do not panic. Do not tell the team yet.** Most failures are sloppy Day-1 setup, not malice. Frame the ask as "can you help me move this over, doing some housekeeping" - you will get a faster transfer than "why is my company under your name?" + +**Step 2. Recovery, in this order.** + +- **Code (#1-3):** GitHub org transfer takes five minutes. Slack the lead engineer with your target account email. +- **Cloud (#4-6):** AWS root email change is self-service if you have the root password. If you do not, AWS support recovers it with your incorporation documents (3-5 business days). +- **Database and secrets (#7-9):** Set up your own AWS Secrets Manager (or 1Password vault) tonight. Migrate secrets next sprint. Schedule a backup-restore test. +- **Domain (#10-11):** Initiate the registrar transfer to an account in your name. Get the auth code. Budget 14 days. Do not change DNS during the window. +- **Third-party services (#12):** Most SaaS tools let you change account email and billing card from the settings page. One at a time, so receipts stay readable. + +**Step 3. When to escalate.** If the agency does not transfer the GitHub org within 7 days, the AWS root within 14 days, or the domain auth code at all, retain a lawyer. Founders who negotiate for a month usually lose. The legal fee is $2K-$5K. The cost of a stalled checkout is much higher. + +If you are in this spot, the [JetThoughts dev shop red flags checklist](/blog/dev-shop-red-flags-checklist/) is the next read - a failed audit usually correlates with three or four other red flags - and the [step-by-step exit guide](/blog/fire-dev-shop-guide/) covers the 30-day transition. + +## What to do after + +- **Run this audit every quarter.** Twenty minutes once you have done it the first time. Recurring calendar block, last Friday of every quarter. +- **Add it to your due diligence checklist for the next dev shop.** Before you sign a contract, get it in writing that all GitHub orgs, AWS accounts, domain registrar accounts, secrets stores, and third-party API accounts will be created under your company email from Day 1. Put it in the SOW. The [JetThoughts founder's guide to hiring a dev shop](/blog/founders-guide-hiring-dev-shop/) walks through the clauses worth requesting. +- **Forward the audit answers to your investor or board the same day.** Three quarterly audits in a row in their inbox is the cheapest investor-trust signal you will ever ship. + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. 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2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a chosen agency or freelancer + a draft SOW on your desk. Output: a signed SOW that protects you + code in YOUR GitHub org. + +*"Vendor shall be deemed to have delivered a milestone upon deployment to the Client-accessible staging environment."* That is the single most expensive sentence a founder will sign this year. It moves the trigger for a milestone payment from "the feature works for users" to "the agency pushed code to a URL." A SaaS founder we picked up in Q1 2026 had **$78K of milestone invoices** clear under that one line before her fractional CTO opened the staging URL and watched it 500 on the second click. + +Her general counsel had cleared the SOW the night before signing. He had flagged liability and the IP assignment, fixed both, and called it done. The milestone-acceptance clause sat three pages later and he had skimmed it - generalist lawyers cover the catastrophic clauses, and agency templates leak money through the operational ones in between. + +## Why this matters more in 2026 + +Most agency SOW templates survived a dozen prior clients before yours. Three to five clauses are quietly tilted toward the vendor, sanded smooth by every redline the agency's lawyer pushed back on. The 2026 vibe-coding wave made it worse: agencies bolted "AI deliverables" onto the same template without rewriting the milestone-acceptance language, so "delivered" still means "deployed to staging" while the feature is now an agent that hallucinates. [Veracode's 2025 GenAI Code Security Report](https://www.veracode.com/blog/genai-code-security-report/) found 45% of LLM-generated code shipped at least one exploitable security flaw, and the SOW your agency just sent is not written to make that your problem instead of theirs. Your lawyer fixed the IP paragraph; the operational money is still in play in the eight clauses below. + +## The 8 clauses that quietly cost you money + +The full annotated SOW with sample language, flags, and rewrite text lives in the [SOW Reading Guide](/blog/dev-shop-red-flags-checklist/) (the lead magnet companion to this post). Below is the short version: what each clause is, the language to spot, the fix to demand. + +**1. Scope definition.** What the agency is being paid to build. The agency-favoring version reads "scope to be defined sprint by sprint with Client's product owner" or "agile discovery throughout." That sounds collaborative and means the SOW is a blank cheque. Demand a feature list at the level of "a Rails 7 app with sign-up, contractor-match, payments, and a hundred-row admin panel" plus a per-feature day estimate before you sign. [Our founders' guide to hiring a dev shop](/blog/founders-guide-hiring-dev-shop/) covers what a real scope looks like. + +**2. Milestone acceptance.** When the agency has earned the money. The agency-favoring version says a milestone is delivered "upon deployment to the Client-accessible staging environment" with a five-day silent-acceptance window. Demand acceptance criteria written into the SOW: the milestone passes when `bundle exec rspec` is green on main, you have clicked the feature end-to-end on staging, and you have confirmed delivery in writing. + +**3. Change-request process.** What anything outside scope costs. The agency-favoring version is open-ended hourly billing at $185/hour with verbal approval. Cap change orders at a percentage of the SOW (10% standard, 20% generous), require a written estimate naming the developer and hours, and strike "verbal approval." Founders who skip this end up with the [hidden cost of poor vendor management](/blog/hidden-cost-poor-development-vendor-management-fix/) on their AmEx. + +**4. IP / code ownership.** Who owns the code. The agency-favoring version transfers ownership "upon receipt of all amounts due under this Agreement," turning any payment dispute into a hostage situation. Demand milestone-based assignment: upon payment of each milestone, the code committed for that milestone is yours, irrevocably. + +**5. Third-party dependencies.** Who pays for AWS, Stripe, and AI tokens. The agency-favoring version is pass-through at cost plus 15% with the accounts held under the agency's email. Demand that every third-party account is created on your company email from day one, paid by your card, with the agency on IAM sub-access. Cap monthly pass-through with a Founder-approval gate. Watch AI token line items - one founder we worked with caught a $4,800 surprise OpenAI line by running [the five questions to ask before hiring a dev shop](/blog/hiring-dev-shop-questions/) against her invoice trail. + +**6. Termination triggers.** What lets you walk away. The agency-favoring version is "terminate only for material breach" with 30 days to cure. Demand a quality trigger (terminate if the agency misses acceptance criteria for two consecutive milestones), a missed-milestone trigger (slip more than 21 days without a revised plan), termination-for-convenience with a defined exit fee, and a 30-day handover obligation. The [step-by-step exit guide](/blog/fire-dev-shop-guide/) shows what a clean termination looks like. + +**7. Post-launch warranty.** How long the agency fixes bugs free. The agency-favoring version starts the warranty clock at "Delivery" and runs it 30 days, which means it can expire before users ever see the feature. Anchor the warranty to production launch instead: the warranty starts the day the deliverables are first served to live, paying users and runs 90 days from there. + +**8. Dispute resolution.** What happens when you fight about money. The agency-favoring version is binding arbitration in the agency's home county, each party bearing its own costs. Demand a non-binding mediation step before arbitration, a neutral venue, and a prevailing-party fee-shift so the loser pays the winner's attorney fees. + +## The clause your lawyer will miss + +Of the eight, milestone acceptance is where founders consistently lose the most money, and it is the clause your general counsel is the most likely to skim. The SaaS founder in the opening paragraph had paid four of five milestone invoices under a single sentence that defined "delivered" as "pushed to staging." Every milestone, the agency deployed code that compiled, sent the invoice, and waited out the five-day silent-acceptance window. She did not have time to file a structured rejection in five business days while running a sales team and a fundraise. By month three, $78K had cleared and her runway had compressed from twelve months to seven. The features still 500'd. + +The fix is one paragraph. A milestone is delivered when (a) the acceptance criteria listed in Exhibit B pass in CI, (b) the Founder or her delegate has clicked the feature end-to-end on the staging URL, and (c) the Founder has signed off in writing within seven business days. The acceptance criteria belong in the SOW, not in a Slack message after the work is done. The five-day silent-acceptance window becomes a seven-day active-acceptance window. The invoice does not clear until the Founder signs. If the agency pushes back, that is the conversation you want to have before signing, not after $78K has been wired. + +## The Rails / Django / Laravel angle + +A well-written SOW for a Rails monolith is shorter than a SOW for a microservice mess. The reason is simple: fewer deliverables, fewer integration points, less "who is responsible for the API contract between Service A and Service B" debate. "Deliver the contractor-match feature in `ContractorsController#match`, passing the criteria in Exhibit B with `bundle exec rspec` green on main" is a cleaner acceptance criterion than "deploy the new contractor-match microservice and validate the contract test against the SLA matrix." The first reads in one paragraph; the second needs an exhibit on inter-service contracts that nobody will write. + +Most JT rescues come in as one of two shapes, both of which trace back to the SOW: an over-engineered codebase that needed a small team and got built like an enterprise, or a weekend AI build that nobody can extend. The SOW that produced both is the same SOW with a different exhibit. [Our note on ideal startup team structure](/blog/our-mvp-team-structure-startup-management/) and the [60-day playbook for slow engineering teams](/blog/fixing-slow-engineering-teams-an-extended/) both circle the same conclusion: small team, simple stack, weekly demos, and a SOW that names the demo as the acceptance criterion. If the SOW reads like an enterprise contract, the team will build an enterprise product. + +## What to do tomorrow + +Block 90 minutes alone tonight. Print the SOW, sit with a yellow highlighter and a printed copy of [the dev-shop red flags checklist](/blog/dev-shop-red-flags-checklist/), and walk every page against the eight flags above. When a flag fires, write the question for the agency in the margin. + +The companion [SOW Reading Guide](/blog/dev-shop-red-flags-checklist/) holds the full annotated sample SOW with rewrite language for every clause. This post is the prose explainer; that guide is the side-by-side reference you keep open while you read your own SOW. + +When the marginal questions are done, email them to your fractional CTO or contract lawyer with one prompt: "Which of these clauses has bitten one of your clients?" Their answer tells you which fix to push hardest on, in writing, before you sign. + +## When the SOW is already signed + +If you have already signed and a few of the eight clauses are tilted against you, the work is recoverable but harder. The fix: put a number next to each clause before the next renegotiation conversation. Which clauses are biting you now (dollar cost from milestones already paid against staging-only delivery), and which can wait (warranty windows that have not yet triggered). Cross-reference the [eight red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [hidden-cost vendor-management writeup](/blog/hidden-cost-poor-development-vendor-management-fix/) to know what to push back on first. + +## Continue the course + +This is **Module 4B · Step 4 of 4** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| **4B** | **Hire & Ship (branch)** ← you are here | **Signed SOW, kickoff scheduled, code in YOUR GitHub org** | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4B · Hire & Ship**: 4B.1 Who You're Hiring in 2026 and Where to Find Them · 4B.2 The Hiring Interview That Catches AI Theater · 4B.3 When Cheap Developers Get Expensive · 4B.4 **Reading the SOW Clause by Clause** ← you are here. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- American Bar Association, [Drafting and Reviewing Software Development Agreements](https://www.americanbar.org/groups/business_law/resources/business-law-today/2021-march/drafting-software-development-agreements/) - the practitioner overview of what a development SOW should and should not contain. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw; matters for warranty and acceptance clauses. +- JAMS, [Streamlined Arbitration Rules and Procedures](https://www.jamsadr.com/rules-streamlined-arbitration/) - the rules most agency SOWs reference for dispute resolution. Worth reading before you agree to them. +- World Intellectual Property Organization, [Successful Technology Licensing](https://www.wipo.int/edocs/pubdocs/en/licensing/903/wipo_pub_903.pdf) - WIPO's plain-language guide to IP assignment and license language in technology contracts. +- thoughtbot, [Playbook: Statements of Work](https://thoughtbot.com/playbook/operations/statements-of-work) - a respected dev shop's own SOW playbook, useful as a comparison template. +- US Small Business Administration, [Contracting with Independent Contractors](https://www.sba.gov/business-guide/manage-your-business/hire-manage-employees) - the SBA's published baseline on contractor agreements; worth reading even if your agency is a company, not a 1099. diff --git a/content/blog/salvage-vs-rebuild-decision-tree/index.md b/content/blog/salvage-vs-rebuild-decision-tree/index.md new file mode 100644 index 000000000..2e34398cb --- /dev/null +++ b/content/blog/salvage-vs-rebuild-decision-tree/index.md @@ -0,0 +1,112 @@ +--- +title: "Salvage vs Rebuild: 6-Question Decision Tree" +description: "A 30-minute structured decision that ends two weeks of analysis paralysis. KEEP / FREEZE / REBUILD with a 30/60/90 day plan." +date: 2026-05-27 +draft: false +author: "JetThoughts Team" +slug: salvage-vs-rebuild-decision-tree +keywords: + - salvage rebuild software project + - founder rescue decision tree + - codebase salvage decision + - rebuild or refactor founder + - tech debt decision framework +tags: + - founders + - non-technical-founder + - template + - course-companion + - rescue +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/salvage-vs-rebuild-decision-tree/" +related_posts: false +--- + +📋 Template companion to Module 6 of the [Tech for Non-Technical Founders 2026 course](/blog/tech-for-non-technical-founders-2026/). Run alone Friday afternoon. Send the score to one independent reviewer for a paid 30-minute call. + +# The Salvage vs Rebuild Decision Tree + +A 30-minute decision that ends two weeks of analysis paralysis and gives you a defensible verdict by Friday night. + +By Sunday morning you will know whether to KEEP your codebase, FREEZE it for 60 days while you stabilize, or REBUILD the two or three flows that carry your business. You will not have read a line of code. You will have answered six yes/no questions in a Notion doc and sent the score to one independent reviewer for a 30-minute paid second opinion. + +## Why this exists + +A founder we picked up in late 2025 had spent **$95K and fourteen months** with the previous shop on a marketplace app for home-service contractors. The codebase was about **38,000 lines of Ruby on Rails** with **0% test coverage**, no staging environment, and an auth flow that had been reimplemented three times in three years. None of the three had been deleted. Two were still wired into different login URLs. + +She had spent nine weeks asking three different consultants whether to keep, rewrite, or do something in between. Every consultant gave a different answer. Every answer cost $1,500 to $4,000. She ran the six questions below in one Friday afternoon, scored a 2 out of 6, and had a paid 30-minute review confirming a 30/60/90 day REBUILD-the-core-paths plan by the following Wednesday. The paralysis was the expensive part. The decision was 30 minutes. + +## How to use it + +Run this **alone, on a Friday afternoon**. Do not invite the team. If something fails, you want to know before the conversation, not during it. + +Bring five things: the latest code-health note from your new lead engineer or fractional CTO (a thumbs-up or thumbs-down counts), the bug backlog count, the test coverage percentage if anyone tracks it (write `0` if nobody does), the AWS or Heroku bill trend over the last six months, and the original SOW. Open a fresh Notion doc. + +For each question, write the answer + the score (0 or 1) + one sentence of evidence. The whole exercise should take 30 minutes. Send the doc to ONE independent reviewer (not the team that wrote the code, not the agency you are about to hire) for a 30-minute paid second opinion before you commit. + +## The six questions + +**Q1 - Bus factor.** Is more than one person able to deploy the production app and restart it without help today? +> 1 if two or more humans can deploy independently. 0 if it is one person, or if that person left in the last six months. + +**Q2 - Test coverage signal.** Does the team have any automated tests at all that run before a deploy? Even 10% coverage with a green CI pipeline counts. +> 1 if `bundle exec rspec` (or the equivalent) runs in CI and the build is green more days than red. 0 if testing is manual, if there is no CI, or if the build has been red for more than two weeks. + +**Q3 - Database health.** Can you restore last night's production database to a fresh staging environment in under four hours, with someone you can call tonight? +> 1 if backups run nightly, the last seven are visible in your provider's console, and someone has a one-page restore runbook. 0 if "we have backups but I have never tested a restore" - that is the same as no backups. + +**Q4 - Architecture sanity.** Can you list the top three external services your app depends on (e.g. Postgres, Redis, Stripe) and explain in one sentence what breaks if each goes down? +> 1 if you can write three sentences without help. 0 if the answer is "I don't know, the team handles that." A founder who cannot list the top three dependencies cannot triage an outage. + +**Q5 - Onboarding time.** If you hired a senior engineer Monday morning, would they ship one real pull request to staging by Friday? +> 1 if there is a written README that gets a developer from `git clone` to a running local app in under two hours. 0 if onboarding needs "let me get on a call and walk you through it" - that is a knowledge silo, not a codebase. + +**Q6 - Customer signal.** Are real users (not your team, not your investors, not friends doing favors) using the app every week, in volume that materially affects your business? +> 1 if you can name 10+ paying or actively engaged weekly users by handle or company. 0 if usage is mostly the team and a few pilot accounts who have not logged in this month. + +## The verdict + +Add up the scores. + +| Score | Verdict | What you do next | +|---|---|---| +| **5-6** | **KEEP and harden.** | The codebase is salvageable. Spend the rebuild budget you were about to write a check for on test coverage, monitoring, and one senior hire. Do not rewrite. | +| **3-4** | **FREEZE and stabilize.** | No new features for 30 to 60 days. One sprint on access ownership (run the [GitHub / AWS / database checklist](./ownership-checklist.md)), one sprint on adding tests around the top three flows, one sprint on monitoring and backups. Re-score in 60 days. If you climb to 5+, you keep. If you stay at 3-4, you rebuild the core paths. | +| **0-2** | **REBUILD core paths.** | Not a full rewrite. Identify the two or three highest-traffic flows (signup, checkout, the one core action your users repeat) and rebuild THOSE on a parallel codebase. Migrate users behind a feature flag. Keep the legacy system running for everything else for 90 days, then sunset it one flow at a time. | + +A score of 0 is not a "burn it down" verdict. The legacy code keeps running while you carve out the parts that matter and rebuild them with tests, monitoring, and one engineer who owns them. + +## What good looks like vs what bad looks like + +**Treating the score as a verdict on you, not the codebase.** + +> Bad: "I scored a 1. I picked the wrong team. This is my fault." +> Good: "I scored a 1. The previous shop shipped without tests, monitoring, or backups. That is triage data." + +Most founders we rescue scored a 2 or 3 the first time they ran something like this. The score points at the next sprint, not at the mirror. + +**Conflating REBUILD with FULL REWRITE.** + +> Bad: "We scored a 1, so we are throwing everything away and starting fresh in Next.js." +> Good: "We scored a 1. Signup, checkout, and the contractor-match screen carry 80% of our revenue. We rebuild those three flows on a parallel codebase, ship behind a feature flag, and keep the legacy admin panel running for nine more months." + +Joel Spolsky called the full-rewrite trap "[the single worst strategic mistake](https://www.joelonsoftware.com/2000/04/06/things-you-should-never-do-part-i/) any software company can make" in 2000, and the math has not changed. A full rewrite buys you a 12 to 18 month feature freeze in exchange for a new codebase with its own undiscovered bugs. REBUILD in the verdict above means the two or three flows that carry the business, not the whole repo. + +**Skipping the independent reviewer because "we cannot afford a consultant."** + +> Bad: "I will run this myself. A 30-minute review costs $400 and I am already over budget." +> Good: "I scored a 2. I am sending the doc to one fractional CTO for a $400 review on Monday, before I sign anything else." + +The founder in the opening story spent $7,500 on three consultants over nine weeks asking the same question three different ways. One 30-minute paid review by someone who is not selling you the rebuild costs less than $500 and resolves it in a week. + +## What to do after + +- **Send the verdict + the six scores to your independent reviewer** for a 30-minute paid call. Ask one question: "Is there anything in this score I am misreading?" +- **Draft the 30/60/90 day plan in plain English.** KEEP looks like "hire one senior engineer, raise test coverage to 40% by day 90, set up monitoring." FREEZE looks like "no new features for 60 days, three sprints on stabilization, re-score on day 60." REBUILD looks like "two parallel codebases, feature flag, sunset the old one flow at a time." +- **Forward the verdict to your investor or board the same week.** Three lines: the score, the verdict, the plan. Founders who do this keep the trust they have spent 18 months building. + +If the verdict is FREEZE or REBUILD and the previous team is still around, the next two reads are the [dev shop red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [step-by-step exit guide](/blog/fire-dev-shop-guide/). If the verdict is KEEP, run the [ownership checklist](./ownership-checklist.md) the same Friday to confirm you actually own what you just decided to harden. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/self-assessment-worksheet/index.md b/content/blog/self-assessment-worksheet/index.md new file mode 100644 index 000000000..449f377fd --- /dev/null +++ b/content/blog/self-assessment-worksheet/index.md @@ -0,0 +1,123 @@ +--- +title: "Self-Assessment Worksheet: Where Are You as a Founder?" +description: "A 5-minute, 10-question checkbox quiz that routes non-technical founders to their starting module in the free 2026 course. Print, fill, decide." +date: 2026-07-01 +draft: false +author: "JetThoughts Team" +slug: self-assessment-worksheet +keywords: + - founder self assessment + - non technical founder course + - founder journey diagnostic + - founder worksheet free + - founder routing quiz +tags: + - founders + - non-technical-founder + - template + - course-companion +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/self-assessment-worksheet/" +related_posts: false +--- + +📋 Template companion to the [Module 0 entry post](/blog/course-map-self-assessment-non-technical-founder-2026/). Print, fill in 5 minutes, write your starting module at the top of a Notion doc. + +# Where Are You in the Founder Journey? The 10-Question Self-Assessment + +*Five minutes alone with a checklist tells you which module to start with.* + +## Why this exists + +Three founders we picked up in Q2 2026 all opened their first call with the same sentence: "help my team ship." We ran each of them through the 10 questions below and they routed to three different modules. A HealthTech founder needed Module 5 - her team was shipping, she just had no way to see it. A consumer-app founder needed Module 1 - her problem wasn't validated and the team was building the wrong thing. A B2B SaaS founder needed Module 6 - her team had quietly missed three milestones and was lying to her face about progress. Same sentence on the phone, $29K of monthly burn between them, three different starting points. None of them had taken 5 minutes alone with a worksheet before paying the next agency invoice. This worksheet is what they should have done first. + +## How to use it + +Run the diagnostic on a **Friday afternoon, alone**, with a pen and a printed copy of this sheet. 5 minutes if you're honest, longer if you're stalling. No laptop in the room. No co-founder yet, no agency on the call. + +For each question, mark **Y** or **N** in the checkbox, then follow the routing line. The first question you answer N or Yes-to-trouble is your starting module. Stop the diagnostic there - the rest of the questions assume you've already passed the earlier ones. + +When you're done, write your **starting module + next deliverable** at the top of a fresh Notion doc. That sentence is your course contract. Re-take this quiz in 60 days to confirm you progressed. + +## The 10 questions + +| # | ☐ | Question | Routing | +|---|---|---|---| +| 1 | ☐ Y / ☐ N | Have you talked to 10+ potential customers about the problem you want to solve? | **N** → Module 1. **Y** → Q2. | +| 2 | ☐ Y / ☐ N | Do you have a one-page written Product Brief (what you're building, for whom, why now)? | **N** → Module 2. **Y** → Q3. | +| 3 | ☐ Y / ☐ N | Have you decided whether to ship self-serve or hire a team? | **N** → Module 3. **Y** → Q4. | +| 4 | ☐ Y / ☐ N | Are you actively shipping software (you have a staging URL real users can click, OR a signed contract with a team)? | **N** → Module 4A (self-serve) or 4B (hire) based on Q3. **Y** → Q5. | +| 5 | ☐ Y / ☐ N | Do you own the GitHub org, AWS root account, domain registrar, and database under your company email? | **N** → Module 5 (start with 5.5 Ownership Audit). **Y** → Q6. | +| 6 | ☐ Y / ☐ N | Are you running a weekly oversight rhythm (Friday demo + standup with the 3 questions + plain-English weekly report)? | **N** → Module 5. **Y** → Q7. | +| 7 | ☐ Y / ☐ N | In the last 30 days, has your team had a milestone slip, a runaway invoice, or a quality issue you can't diagnose? | **Y** → Module 6. **N** → Q8. | +| 8 | ☐ Y / ☐ N | Does your product or team touch AI (Cursor, ChatGPT, vibe coding, AI agents, LLM calls in production)? | **Y** → Module 7. **N** → Q9. | +| 9 | ☐ Y / ☐ N | Do you understand the AI token costs your team is passing through to your invoice? | **N** → Module 7.2. **Y** → Q10. | +| 10 | ☐ Y / ☐ N | Have you ever asked your team to walk you through a real PR they reviewed last week? | **N** → Module 5.3. **Y** → graduate; the curriculum is your reference library now. | + +## Routing summary + +Questions 1-3 catch founders who are pre-build. Most early-stage readers stop there and route to Module 1, 2, or 3. Question 4 splits the build path: self-serve goes to Module 4A, hire goes to Module 4B. Questions 5-7 catch founders mid-build whose oversight is missing. Questions 8-10 catch founders with AI risks layered on top of an otherwise healthy build. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Start. 5 minutes. Pen.
    One answer at a time."]) + Start --> Q1{Q1 - Talked to
    10+ customers?} + Q1 -->|No| M1[Module 1
    Validate the problem] + Q1 -->|Yes| Q2{Q2 - One-page
    Product Brief?} + Q2 -->|No| M2[Module 2
    Design the solution] + Q2 -->|Yes| Q3{Q3 - Self-serve
    or hire decided?} + Q3 -->|No| M3[Module 3
    Choose your build path] + Q3 -->|Yes| Q4{Q4 - Shipping
    staging or SOW?} + Q4 -->|No, self-serve| M4A[Module 4A
    Ship self-serve] + Q4 -->|No, hire| M4B[Module 4B
    Hire and ship] + Q4 -->|Yes| Q5{Q5 - You own
    GitHub / AWS / domain?} + Q5 -->|No| M55[Module 5.5
    Ownership audit] + Q5 -->|Yes| Q6{Q6 - Weekly
    oversight rhythm?} + Q6 -->|No| M5[Module 5
    Manage your build] + Q6 -->|Yes| Q7{Q7 - Slip / invoice /
    quality issue in 30 days?} + Q7 -->|Yes| M6[Module 6
    When things break] + Q7 -->|No| Q8{Q8 - Touching AI
    anywhere?} + Q8 -->|Yes| M7[Module 7
    AI-era risks] + Q8 -->|No| Q9{Q9 - You know
    token costs?} + Q9 -->|No| M72[Module 7.2
    Token bill] + Q9 -->|Yes| Q10{Q10 - Walked through
    a real PR with team?} + Q10 -->|No| M53[Module 5.3
    Standup proof] + Q10 -->|Yes| Grad[Graduate
    Reference library] + + classDef question fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef module fill:#f0f9f0,stroke:#2e7d32,stroke-width:2px,color:#1a1a1a + classDef branch fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3,Q4,Q5,Q6,Q7,Q8,Q9,Q10 question + class M1,M2,M3,M5,M55,M53,M6,M7,M72,Grad module + class M4A,M4B branch +``` + +## What good looks like vs what bad looks like + +**Q1 - have you talked to 10+ potential customers?** + +> Bad: "I asked three friends and my co-founder and they said it sounds cool. Two said they'd buy it." +> Good: "I talked to 10 people who match the ICP I sketched. Eight described a real workaround they currently use; three offered to pre-pay. I have notes for each conversation." + +Friends-saying-it's-cool is a polite agreement, not validation. The number 10 is the floor that lets you see the pattern - what they currently do, where they get stuck, what they would actually pay for. If you can't list 10 names today, the answer is N and Module 1 is your starting point. The [stop-AI-obsession validation post](/blog/stop-ai-obsession-smart-way-validate-your-startup-idea-product-bootstrap/) covers the texture of a real conversation. + +**Q5 - do you own the GitHub org, AWS root, domain, database?** + +> Bad: "My contractor created the GitHub org under his Gmail because that was faster on Day 1. We were going to fix it later." +> Good: "I own the GitHub org under `founder@mycompany.com`. AWS root is the same email. Stripe is in my name. The domain is in my Cloudflare account. Database password lives in my 1Password vault." + +If the agency or contractor owns the accounts, you don't have a company - you have a project they can lock you out of in 10 minutes. The bad answer here is so common that we wrote [a 12-item ownership audit](/blog/engineering-org-chart-non-technical-founder/) for it. The 14-day domain-transfer window under ICANN rules means by the time you discover it, you can't fix it quickly. N on Q5 means start Module 5 with the Ownership Audit before anything else in Module 5. + +## What to do after + +- **Write your starting module + next deliverable** at the top of a fresh Notion doc. Example: *"Starting Module 1. Next deliverable: 10 customer interviews booked by Friday."* That sentence is your contract with yourself. +- **Read that module's first post tonight.** One post, 15 minutes. The course works because each module's first post tells you the next thing to do this week, not all the things to do over a quarter. +- **Re-take this quiz in 60 days.** If you moved one module forward, the course is working. If you stayed put, the issue is the time you are not giving yourself, not the curriculum. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/sow-reading-guide/index.md b/content/blog/sow-reading-guide/index.md new file mode 100644 index 000000000..d718d6f70 --- /dev/null +++ b/content/blog/sow-reading-guide/index.md @@ -0,0 +1,151 @@ +--- +title: "SOW Reading Guide: The 8 Clauses Agencies Hope You Skim" +description: "An annotated sample SOW that catches the 8 clauses agencies hope you skim. Read the night before you sign, alone, with a yellow highlighter." +date: 2026-07-15 +draft: false +author: "JetThoughts Team" +slug: sow-reading-guide +keywords: + - sow reading guide founder + - dev shop contract review + - milestone acceptance clause + - code ownership contract clause + - non technical founder contract +tags: + - founders + - non-technical-founder + - template + - course-companion + - hiring +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/sow-reading-guide/" +related_posts: false +--- + +📋 Template companion to Module 4B of the [Tech for Non-Technical Founders 2026 course](/blog/tech-for-non-technical-founders-2026/). Read the night before you sign. Print, highlighter, 90 minutes alone. + +# The SOW Reading Guide + +An annotated sample SOW that catches the 8 clauses agencies hope you skim. + +By the time you finish your second coffee you will know whether the 47-page Statement of Work in front of you carries 3-5 clauses that will cost you more than the price of the project. You will not have read a line of code or talked to a lawyer. You will have walked one sample SOW clause by clause, marked the flags, and written the questions the agency needs to answer before you sign. + +## Why this exists + +A SaaS founder we picked up in late Q1 2026 had signed a **47-page SOW** her general counsel cleared the night before. He flagged the liability cap and the IP assignment, fixed both, called it done. She missed the **milestone acceptance clause**: it defined "delivered" as "deployed to staging" rather than "passing the acceptance criteria with production traffic." Three months in, she had paid for **four of five milestones**, every one sitting on a staging URL that 500'd on the second click. By the time she renegotiated, the agency had invoiced **$78K** for milestones nobody could use, and her runway had compressed from twelve months to seven. Most agencies are not malicious about SOW language; they start from a template that survived their last twelve clients, and the template has a few clauses that quietly favor the agency. + +## How to use it + +Read this **the night before you sign, alone**, with a printed SOW, a yellow highlighter, and 90 minutes blocked. Bring the SOW, your original RFP or feature wishlist, and this guide. Walk every clause against the 8 flags below; when a flag fires, write the question for the agency in the margin. Type all the questions into one email and send it before you sign anything. A working agency answers in writing and signs the redline. If your general counsel cleared the SOW already, run this anyway - generalist attorneys catch the IP and liability paragraphs and skim the operational ones, and the 8 clauses below are where the operational money lives. + +## The 8 clauses + +### Clause 1 - Scope definition + +> **Sample**: "Vendor will deliver the features described in Exhibit A. Detailed scope, including specific tickets, will be defined sprint by sprint with Client's product owner." + +**Plain English**: We do not know what we are building. We will figure it out and bill you for it. + +**Flag**: "Scope to be defined sprint by sprint", "agile discovery throughout", "exact features dependent on user research." Sounds collaborative; means the SOW is a blank cheque. + +**Fix**: Demand a feature list at the level of "a Rails 7 app with a Hotwire frontend, deployed via Kamal to Hetzner, with sign-up, contractor-match, payment, and an admin panel listing the last 100 jobs." Then ask for an estimate per feature in days, not story points. If they cannot estimate the work, they cannot price it. (See [the founder's guide to hiring a dev shop](/blog/founders-guide-hiring-dev-shop/) for what a real scope looks like.) + +### Clause 2 - Milestone acceptance + +> **Sample**: "A milestone shall be deemed delivered upon Vendor's deployment to the Client-accessible staging environment. Client shall have five (5) business days to raise objections; absent objections, the milestone is accepted and payable." + +**Plain English**: We get paid when we push code to a URL nobody uses. If you do not write a structured rejection in five days, the money is ours. + +**Flag**: "Delivered" defined as "deployed to staging" or "made available for review." Five-day silent-acceptance windows. No acceptance criteria the milestone has to pass. + +**Fix**: "A milestone is delivered when (a) the acceptance criteria in Exhibit B pass in CI (`bundle exec rspec` for Rails, `pytest` for Django, `php artisan test` for Laravel), (b) Client has clicked the feature end-to-end on the staging URL, and (c) Client has signed off in writing." Acceptance criteria belong in the SOW, not in a Slack message. The [Friday demo template](./friday-demo-template.md) covers what the click-through looks like. + +### Clause 3 - Change-request process + +> **Sample**: "Any modification to Scope shall be processed via Change Order, billed at Vendor's standard rate of $185/hour. Vendor shall provide a written estimate prior to execution." + +**Plain English**: Anything you ask for after signing costs $185/hour with no ceiling. The estimate can be 4 hours or 400; you have nothing to compare it against. + +**Flag**: Hourly-rate change-orders with no cap, no estimate review window, and especially "Vendor may proceed upon Client's verbal approval." + +**Fix**: (1) Cap change orders at a percentage of the original SOW (10% standard, 20% generous). (2) Require a written estimate naming the developer, hours, and deliverable, with a 48-hour Founder-approval window. (3) Strike "verbal approval." Founders who skip this end up with the [hidden-cost vendor management problem](/blog/hidden-cost-poor-development-vendor-management-fix/) on their AmEx statement. + +### Clause 4 - IP / code ownership + +> **Sample**: "Upon Vendor's receipt of all amounts due under this Agreement, Vendor hereby assigns to Client all right, title, and interest in and to the Deliverables." + +**Plain English**: We own the code until you have paid every invoice. If we have a dispute, we still own the code. + +**Flag**: Ownership transfers only "upon final payment", "upon receipt of all amounts due", or "upon completion of the Project." This turns a payment dispute into a hostage situation - the agency owns the GitHub repo and decides what "all amounts due" means. + +**Fix**: Make ownership milestone-based: "Upon payment of each milestone invoice, Vendor irrevocably assigns to Client all right, title, and interest in the corresponding portion of the Deliverables, including source code, documentation, and configuration." Pair it with the [GitHub / AWS / database ownership checklist](./ownership-checklist.md) so the assignment also moves the actual GitHub org owner row. + +### Clause 5 - Third-party dependencies + +> **Sample**: "Vendor shall manage all third-party services required for the Project, including hosting, third-party APIs, and AI/ML tooling. Costs shall be passed through to Client at cost plus a 15% administrative fee." + +**Plain English**: We will rent AWS, Stripe, and the AI tools under our own accounts and bill you whatever they cost, plus 15%. When this engagement ends, the accounts stay with us. + +**Flag**: Pass-through costs with no cap, no monthly attribution, and no language about who owns the third-party accounts. Watch AI token costs (Cursor seats, Anthropic API, OpenAI API) - the [5-question AI script](./agency-ai-five-questions.md) caught a $4,800 OpenAI line that surprised one founder we worked with. + +**Fix**: (1) Every third-party account (AWS, GitHub, Stripe, Anthropic, OpenAI) is created under your company email from Day 1, paid by your company card; the agency gets IAM sub-access. (2) Pass-through costs capped per month with a Founder-approval gate above the ceiling. (3) AI token usage itemized monthly per developer and per project. Strike the 15% admin fee on infrastructure. + +### Clause 6 - Termination triggers + +> **Sample**: "Either party may terminate for material breach by the other, provided thirty (30) days written notice and an opportunity to cure. Upon termination, Client shall pay Vendor for all work performed through the termination date." + +**Plain English**: You cannot walk away because we are slow, sloppy, or shipping bugs. Only paper breach counts, and even then we get 30 days to fix it. + +**Flag**: "Termination only for material breach" with no quality trigger and no missed-milestone trigger. No "termination for convenience" with a defined exit fee. No clause requiring handover assistance. + +**Fix**: (1) **Quality trigger**: terminate if the agency misses acceptance criteria for two consecutive milestones, or if test coverage on Vendor-written code stays below an agreed floor. (2) **Missed-milestone trigger**: terminate if a milestone slips more than 21 days without a Client-approved revised plan. (3) **Termination-for-convenience** with a defined exit fee (typically the next milestone payment) and a written **30-day handover obligation**: code, credentials, runbooks, and a call with the incoming team. The [step-by-step exit guide](/blog/fire-dev-shop-guide/) covers what a clean termination looks like. + +### Clause 7 - Post-launch warranty + +> **Sample**: "Vendor warrants that the Deliverables shall conform to the specifications for thirty (30) days following Delivery." + +**Plain English**: We will fix bugs free for 30 days after we declare the thing delivered. If "delivered" means "deployed to staging" (see Clause 2), the warranty might run out before users ever touch the feature. + +**Flag**: Warranty starts at "Delivery" rather than "Launch to Production Users." Windows under 60 days. No definition of warranted bug versus "new feature request." + +**Fix**: Anchor the warranty to **production launch**: "The warranty period begins on the date the Deliverables are first served to live, paying users in production, and runs for 90 days thereafter." Define "warranted bug" plainly: anything that blocks a user from completing a flow listed in Exhibit A. The opening-story founder lost three weeks of warranty coverage because three milestones were "delivered" to staging but never reached production. + +### Clause 8 - Dispute resolution + +> **Sample**: "Any dispute arising under this Agreement shall be finally resolved by binding arbitration administered by JAMS in [Vendor's home county, Vendor's home state]. Each party shall bear its own costs." + +**Plain English**: If we ever fight about money, you fly to our city, hire a local lawyer, and wait six to twelve months for an arbitrator we know to decide. + +**Flag**: Binding arbitration in the agency's home state. No mediation step before arbitration. "Each party bears its own costs" favors whichever party has more cash to wait you out. + +**Fix**: (1) Add a **mediation step**: "The parties shall attempt in good faith to resolve any dispute through non-binding mediation in [Client's home city] before initiating arbitration." Mediation resolves about 80% of commercial disputes. (2) Set the arbitration venue at a **neutral location** or split it by who initiates the claim. (3) Add a **prevailing-party fee-shift**: the loser pays the winner's reasonable attorney fees. + +## What good looks like vs what bad looks like + +**Clause 2 - Milestone acceptance** + +> Bad: "A milestone shall be deemed delivered upon Vendor's deployment of the code to the Client-accessible staging environment." +> Good: "A milestone is delivered when all acceptance criteria in Exhibit B pass in CI (green `bundle exec rspec` on main), Client has executed the feature end-to-end on the staging URL, and Client has confirmed delivery in writing within 7 business days." + +The bad clause makes the staging push the trigger; the good one makes working software the trigger. + +**Clause 4 - IP / code ownership** + +> Bad: "Upon Vendor's receipt of all amounts due under this Agreement, Vendor hereby assigns to Client all right, title, and interest in and to the Deliverables." +> Good: "Upon Client's payment of each milestone invoice, Vendor irrevocably assigns to Client all right, title, and interest in the corresponding portion of the Deliverables, including all source code committed to the Client-owned GitHub repository as of that milestone's completion date." + +The bad version is the line that turned the [B2B fintech rescue](/blog/founders-guide-hiring-dev-shop/) into a three-week recovery: the agency owned the GitHub org until "all amounts due" had been paid, and "all amounts due" was their reading of every disputed invoice. The good version moves ownership milestone by milestone, so a dispute on milestone 4 cannot hold milestones 1-3 hostage. + +## What to do before signing + +- **Send the agency one email with all your fired-flag questions, in writing.** Numbered list, every question tied to a clause. If they want to discuss it on a call, fine - the answers come back in writing afterwards. + +- **Get a one-call review from a contract lawyer who has reviewed at least 3 dev-shop SOWs**, typically $300-$600 for 60 minutes plus a one-page redline. Generalist business attorneys catch the IP and liability paragraphs and miss the operational ones. Ask specifically: "Do clauses 2, 3, 5, 6, and 7 favor the vendor?" The founder in the opening story would have saved $78K for $400. + +- **Save the redlined SOW + questions email + answers email together** in one folder, with the date in the filename. If a dispute lands in mediation eighteen months from now, this folder is the entire record. + +If the agency walks away from this exercise, the engagement was going to fail anyway. The next reads are the [dev shop red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [5 questions to ask before hiring a dev shop](/blog/hiring-dev-shop-questions/). + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md new file mode 100644 index 000000000..adb8c35f5 --- /dev/null +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -0,0 +1,151 @@ +--- +title: "Tech for Non-Technical Founders 2026" +description: "A free 26-post course for non-technical founders. Idea to first paying users without hiring engineers you don't need. Course is being built in public - new posts ship every week." +date: 2026-07-01 +draft: false +author: "JetThoughts Team" +slug: tech-for-non-technical-founders-2026 +keywords: + - tech for non technical founders 2026 + - free founder course + - non technical founder course + - founder education 2026 + - solo founder MVP +tags: + - founders + - non-technical-founder + - course-index + - course-landing +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Tech for Non-Technical Founders 2026 (free course, in progress)" + og_description: "A free 26-post course for non-technical founders. Idea to first paying users without hiring engineers you don't need. New posts ship every week." +cover_image_alt: "JetThoughts course landing cover showing 8 modules stacked with progress indicators" +canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-2026/" +related_posts: false +--- + +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-07-15. + +# Tech for Non-Technical Founders 2026 + +A free 26-post course that takes a non-technical founder from **idea to first paying users** in the most effective way for 2026 — without hiring engineers you don't need. + +The course is being **built in public**. Each post + downloadable artifact ships as soon as it passes review. You can start reading today; the course will be complete by the end of Q3 2026. + +## What you walk away with + +By the end of Module 7, you hold a personal **Founder OS** — eight filled-in artifacts that document your journey: + +1. A one-page **validated problem statement** (Module 1) +2. A one-page **Product Brief** / Vibe PRD (Module 2) +3. A **build-path decision** worksheet (Module 3) +4. A **live MVP at a staging URL** (Module 4A, if you went self-serve) +5. A **signed SOW + hiring kit** (Module 4B, if you hired) +6. A weekly **oversight rhythm** (Module 5) +7. A **salvage / rebuild decision tree** (Module 6, when things break) +8. An **AI interrogation kit** (Module 7) + +You can hand any of these to an investor or a co-founder and answer their questions from the artifacts alone. + +## Course philosophy + +**Don't hire engineers if you can avoid it.** If you must hire, hire surgically. Once you've hired, keep oversight. That's the entire course. + +The structured frameworks behind the curriculum (Foundation Sprint, JTBD Canvas 2, Continuous Discovery, Shape Up, Impact Mapping, User Story Mapping) live in optional "Advanced" sidebars — the main path teaches the simplest method that already works for a solo non-tech founder. + +**Tech stack defaults**: Ruby on Rails, Django, Laravel + one full-stack developer shipping idea-to-production. Not React + Node + Java microservices. + +This is a free course. We don't sell anything inside it. + +## The 8 modules + +🟢 = live now · 🟡 = drafted, in review · 🔲 = planned + +| # | Module | Output you walk away with | Posts (live / total) | +|---|---|---|---| +| 0 | **Where Are You?** | Self-assessment + your starting module | 🟢 1 / 1 | +| 1 | **Validate the Problem** | One-page validated problem statement | 🟢 2 / 3 | +| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 🟢 1 / 3 | +| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 🔲 0 / 2 | +| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 🔲 0 / 2 | +| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 🟢 1 / 4 | +| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 🟢 2 / 6 | +| 6 | **When Things Break** | Salvage / rebuild decision | 🔲 0 / 2 | +| 7 | **Manage AI-Era Risks** | AI interrogation system | 🔲 0 / 3 | + +**Status (2026-07-15)**: 6 of 26 posts live - Sprint 1 closed. Sprint 2 (Module 1.3 + Module 2 net-new posts) starts next week. + +## What's live right now + +### 📍 Module 0 — Where Are You? +- [Where Are You in the Founder Journey? (10-question self-assessment)](/blog/course-map-self-assessment-non-technical-founder-2026/) — **start here** + +### 📍 Module 1 — Validate the Problem +- [Find 10 People With the Problem in 2026](/blog/find-10-people-with-problem-outreach-2026/) +- [The Mom Test: Ask About the Past, Not the Future](/blog/mom-test-ask-about-past-not-future/) — **just shipped** + +### 📍 Module 2 — Design the Solution +- [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) + +### 📍 Module 4B — Hire & Ship +- [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) + +### 📍 Module 5 — Manage Your Build +- [The Org Chart Your Dev Shop Won't Draw For You](/blog/engineering-org-chart-non-technical-founder/) +- [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) + +## What's coming next + +The next 3 posts open Sprint 2: + +- Module 1.3 — **Write Down What You Heard, Decide What's Next** — closes Module 1 +- Module 2.2 — **The One-Page Product Brief (Vibe PRD)** — opens Module 2 net-new content +- Module 2.3 — **Stop Specifying Features. Start Specifying Outcomes.** + +Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). + +## Where to start + +Don't read top to bottom. **Take the 10-question self-assessment first** — it routes you to your starting module. If you already know your situation: + +- "I have an idea, never validated it" → start at **Module 1** (once it ships) or read [Module 0's self-assessment](/blog/course-map-self-assessment-non-technical-founder-2026/) for context +- "I'm thinking about hiring a dev shop" → read [SOW Reading Clause by Clause](/blog/reading-sow-clause-by-clause/) before signing anything +- "My team is shipping but I can't tell if it's real" → start at [Three Questions for Standup](/blog/three-questions-turn-standup-into-proof/) tonight, then [Org Chart](/blog/engineering-org-chart-non-technical-founder/) tomorrow +- "I've been burned" → wait for Module 6 (Sprint 4); for now read [Five Tech Words](/blog/five-tech-words-stop-nodding-at/) to start a vocabulary you can use in the post-mortem + +## Free downloadable artifacts + +Each module ships with at least one downloadable artifact. We capture an email to send it (and to notify you when the next post ships); we don't pitch services in the email. + +| Artifact | Module | Status | +|---|---|---| +| 10-question Self-Assessment Worksheet | 0 | 🟢 [/blog/self-assessment-worksheet/](/blog/self-assessment-worksheet/) | +| Outreach Sequence Template | 1.1 | 🟢 [/blog/outreach-sequence-template/](/blog/outreach-sequence-template/) | +| Mom Test Interview Script | 1.2 | 🟢 [/blog/mom-test-interview-script/](/blog/mom-test-interview-script/) | +| Vibe PRD Template (Product Brief) | 2.2 | 🔲 Sprint 2 | +| Self-Serve Stack Walkthrough PDF | 4A.1 | 🔲 Sprint 3 | +| SOW Reading Guide | 4B | 🟢 [/blog/sow-reading-guide/](/blog/sow-reading-guide/) | +| Friday Demo Template | 5 | 🟢 [/blog/friday-demo-template/](/blog/friday-demo-template/) | +| GitHub/AWS/DB Ownership Checklist | 5 | 🟢 [/blog/ownership-checklist/](/blog/ownership-checklist/) | +| Salvage vs Rebuild Decision Tree | 6 | 🟢 [/blog/salvage-vs-rebuild-decision-tree/](/blog/salvage-vs-rebuild-decision-tree/) | +| "We Use AI" 5-Question Script | 7 | 🟢 [/blog/agency-ai-five-questions/](/blog/agency-ai-five-questions/) | +| AI Token Cost Worksheet | 7 | 🔲 Sprint 6 | + +## Subscribe for new-post notifications + +We send one email per shipped post (typically once a week). Email goes out the day the post is live. No course pitch in the email; the email IS the post link + artifact download. + +📬 *(Email capture form here once the marketing-stack decision lands. For now: bookmark this page and check weekly.)* + +## Who built this + +Built by [JetThoughts](https://jetthoughts.com), a Rails-first dev shop that has rescued non-technical founders' codebases for 20 years. We published this course because the same five mistakes kept showing up in the rescue calls. Reading the course should reduce your odds of being our next rescue client — that's the point. + +The course doesn't sell JT services. We sign the work (so you know who wrote it) and that's it. + +--- + +Last updated: 2026-07-15. diff --git a/content/blog/three-questions-turn-standup-into-proof/index.md b/content/blog/three-questions-turn-standup-into-proof/index.md new file mode 100644 index 000000000..a6d5b58ea --- /dev/null +++ b/content/blog/three-questions-turn-standup-into-proof/index.md @@ -0,0 +1,123 @@ +--- +title: "Three Questions That Turn Standup Into Proof" +description: "Three questions a non-technical founder can ask in any daily standup to tell shipping from stalling. Pass/fail signals, follow-ups, the Friday demo pairing." +date: 2026-07-22 +author: "JetThoughts Team" +slug: three-questions-turn-standup-into-proof +keywords: + - founder questions for daily standup + - daily standup non-technical founder + - agile standup script + - engineering team accountability questions + - standup BS detection +tags: + - founders + - non-technical-founder + - dev-shop-management + - agile +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Three Questions That Turn Standup Into Proof" + og_description: "Three questions a non-technical founder can ask in any daily standup to tell shipping from stalling. Pass/fail signals, follow-ups, the Friday demo pairing." +cover_image_alt: "JetThoughts blog cover for Three Questions That Turn a Standup Into Proof showing three numbered question cards on a redacted Jira board" +canonical_url: "https://jetthoughts.com/blog/three-questions-turn-standup-into-proof/" +--- + +> **Module 5 · Step 3 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a team in place + a signed SOW. Output: a weekly oversight rhythm where the daily standup answers "did anything ship?" + +*"Yesterday I worked on the order flow. Today I am continuing the order flow."* A SaaS founder we picked up in Q2 2026 had heard that sentence on her **$25K/month project for nine weeks** before she clocked that two of her three developers were reading out the same Jira ticket name every day. **47 standups in.** Nobody had flagged that the ticket had not moved columns in seven weeks. She had been on every call, taken notes, and nodded. + +## Why standups stopped working in 2026 + +Most non-technical founders inherit the daily standup ritual without ever being told what good looks like. Their PM or agency lead schedules a fifteen-minute call, the team answers three questions in order, and the founder leaves the call feeling oriented. Whether anything shipped is a separate question, and the standup format does not force it. [Atlassian's own guide to daily standups](https://www.atlassian.com/agile/scrum/standups) flags exactly this risk: standups drift into status theatre unless someone is asking the questions that surface working software. + +The vibe-coding wave made it worse. An AI-augmented developer can land five pull requests a day with no observable feature progress - refactors, dependency bumps, prompt tweaks, generated tests that pass because they test nothing. The founder watching the call sees motion. The product does not move. [Qodo's 2025 State of AI Code Quality report](https://www.qodo.ai/reports/state-of-ai-code-quality/) found AI-generated code produces 1.7x more issues than human-written code at the same line count, and most of those issues hide inside the kind of work that sounds productive in a standup answer. + +The three questions below replace the standard format. You do not have to drop the standard format - just bolt these on at the end and watch what happens. + +## The three questions + +### Q1: "Show me the staging URL of what shipped yesterday." + +The question catches the **progress mirage** - tickets moving on Jira while nothing reaches a place the founder can click. Pain #12 in [our ICP profile](/blog/checklist-for-non-tech-founder-agile/) and the single most common signal across our 40+ rescues. + +**Pass.** A clickable URL with a specific route. "It is live at `staging.acme.app/checkout/v2`. Use `founder@test.com / demo1234`. The Stripe webhook fires on test card `4242 4242 4242 4242`." You should be able to click it during the call and reach the screen the developer described. + +**Fail.** "It is in PR review." / "It will be on staging by Friday." / "I can record a Loom after the standup." All three mean the same thing: nothing shipped yesterday, and the team is hoping you accept process motion as evidence of product motion. A Loom recorded after the fact is not staging - it is a video the team controls. + +**Follow-up if fail.** Ask: "What was the blocker?" Listen for a specific person (the reviewer, the DevOps engineer, the lead waiting on you) and a specific tactic (the broken migration, the failed CI step). "We are still working on it" is not an answer; it is the absence of one. If the same blocker appears three days running, the standup has surfaced a real problem - good. That is what the question is for. + +### Q2: "Walk me through one PR you reviewed yesterday - what you looked for, what you flagged." + +The question catches **rubber-stamp reviews** and **bus factor of one** - the failure mode where every pull request gets approved by the same senior in under two minutes, or worse, by another junior who knows less than the author. Will Larson, who ran engineering at Stripe and Carta, [treats the pull request funnel as the load-bearing signal](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) for engineering health. Founders should too. + +**Pass.** A named PR number, a named reviewer (not "the team"), and 2-3 specific things the reviewer checked. "PR #847, Marcus reviewed it. He flagged a missing test on the refund branch, asked why the `Gemfile.lock` had a new gem he had not approved, and pushed back on a hardcoded Stripe key in the controller. The author fixed all three and Marcus re-approved Tuesday at 4pm." The texture is what tells you - real reviews leave a trail of pushback. + +**Fail.** "We trust each other's work." / "The CI caught the issues." / "Everyone reviews their own when the others are busy." First answer means there is no review. Second answer is a fundamental misunderstanding of what CI does - CI catches syntax errors and broken tests, not security gaps, not architectural drift, not the migration that locks the orders table at peak hours. Third answer is the [bus factor of one](/blog/dev-shop-red-flags-checklist/) JT's red-flags checklist warns about. + +**Follow-up if fail.** Ask: "How many reviewers approved code on my repo last week, and what is the average time from PR open to merge?" The first number wants to be at least two distinct humans, ideally three. The second number wants to be under two days. A FinTech founder we picked up in Q1 2026 ran this check and found one reviewer had approved 38 of the last 41 PRs, with an average time-to-merge of nineteen minutes. That is not review; that is a rubber stamp with a typing delay. + +### Q3: "What did we cut, descope, or postpone yesterday to ship that?" + +The question catches **over-engineering** - the failure mode where the team builds three features when the spec asked for one, or builds a custom admin panel for an MVP that needs a Postgres console. [Eric Ries defined the MVP](https://leanstartup.co/resources/articles/what-is-an-mvp/) as the smallest version that produces validated learning. A team that never cuts anything is not building an MVP; it is building a wishlist. + +**Pass.** A specific thing the team postponed, and the reason. "We postponed the admin override screen because the users do not need it for v1 - we will handle plan changes through a Postgres query for the first month. Saved roughly two days." The reason matters as much as the cut. "We dropped the date-range picker on the dashboard because the v1 spec only needed last-30-days, and the picker was adding three days of front-end work." Cuts with reasons mean the team is making product trade-offs out loud. + +**Fail.** "Nothing was cut." / Silence. / "We built everything in the spec." The first two mean the team is either over-engineering invisibly or is afraid to admit anything was descoped. The third answer is the most expensive one to hear - it means the team is building exactly what the spec said, including the parts the founder no longer needs, because pushing back on scope feels riskier than billing for two extra weeks. JT's [post on over-built admin panels](/blog/asked-simple-admin-panel-built-spaceship/) traces the exact shape. + +**Follow-up if fail.** Ask: "What is one thing in the current sprint backlog that, if we cut it today, would have no impact on this month's user feedback?" The good answer names something concrete in under thirty seconds. A team that needs five minutes to find anything cut-able is shipping every scope item by default, which is a different way of saying the scope was wrong from kickoff. + +## The Rails / Django / Laravel angle: full-stack discipline answers all three in 90 seconds + +A small Rails, Django, or Laravel team built around full-stack developers answers all three questions in about ninety seconds because the same person who wrote the code owns its staging URL, reviewed (or paired on) the PR, and made the cut decision live. DHH calls this the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - Hotwire, Stimulus, Turbo, and import maps in the default box mean one developer can ship a feature end-to-end. JT's [field note on calming delivery chaos](/blog/calming-delivery-chaos-jetthoughts-field-note/) describes the same shape from the rescue side: small team, simple stack, weekly demos. + +Compare to the microservice-detached-team failure mode. The founder asks Q1 and the lead has to message two other engineers in Slack to find the staging URL of the feature, because the feature touches three services that ship to different subdomains. Q2 takes longer because three people reviewed three different PRs and nobody can replay them coherently. Q3 stalls because nobody on the call has the authority to cut anything without a planning meeting. We have walked into projects where a fifteen-minute standup turned into a forty-minute archeology session every morning. [Our 60-day playbook for slow engineering teams](/blog/fixing-slow-engineering-teams-an-extended/) starts by collapsing that shape back to a small full-stack team that can answer the same three questions in a minute and a half. + +## How this pairs with the Friday demo + +The three standup questions are the daily proof. The [Friday demo](/blog/dev-shop-red-flags-checklist/) is the weekly proof. Together they form a single weekly cadence: five standups answer "did anything ship today?" and Friday answers "what is the working software for the week?" Without both, the daily check feels like nagging and the weekly demo feels like theatre. With both, the daily check feeds the demo - by Friday afternoon the founder already knows what should be on staging because she has been clicking the URLs all week. + +[Atlassian's 2024 update on standups](https://www.atlassian.com/agile/scrum/standups) and the [Scrum Alliance's reference on async standups](https://resources.scrumalliance.org/Article/async-standups) both note that the daily ritual works only when it surfaces blockers. The three questions above are how you make blockers visible. The Friday demo is how you make working software visible. Together they replace the founder's anxiety about whether the team is shipping with a record of what shipped, week by week. The companion [Friday Demo Template](/blog/dev-shop-red-flags-checklist/) - the lead magnet for post 4 of this curriculum - holds the full script. + +## What to do tomorrow + +Print these three questions on an index card and bring it to tomorrow morning's standup. Do not announce a new format - just ask them at the end, in order, after the team finishes the usual three. Write down the answers in a Notion note or a Loom transcript. Watch for the pass / fail texture: a clickable URL versus a promise, a named reviewer versus "we", a specific cut versus silence. + +After five standups, score the week. Out of five working days, how many produced a clickable staging URL you could hit from your laptop? If the answer is two or fewer, the team is not shipping at the cadence the bill rate implies. If the answer is zero, that is not a standup problem; that is a stalled project, and the standup just told you. Forward your five days of notes to a fractional CTO or developer-friend - ideally before the next sprint planning meeting. + +If your team's PR reviewer count over the same five days is one human approving everything, that is the bus factor problem. If your team cut nothing across five days, that is the over-engineering problem. Same three questions, three different failure modes, each with its own fix. + +If most of the week's answers came back as fails, the problem is not the standup format - the standup is doing its job. The next step is cross-checking your last two weeks of standup notes against the [eight red flags checklist](/blog/dev-shop-red-flags-checklist/), your repo's PR history, and the names on your reviewers. If three or more flags fire, you have a team problem, not a process problem. The [15-minute team-health assessment](/blog/how-to-assess-engineering-team-health-15-minutes-non-technical-founder/) is the next read. + +## Continue the course + +This is **Module 5 · Step 3 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 The Org Chart Your Dev Shop Won't Draw · 5.2 The Friday Demo Rule · 5.3 **Three Questions That Turn a Standup Into Proof** ← you are here · 5.4 The Plain-English Weekly Dev Report · 5.5 Who Owns Your GitHub, AWS, and Database? · 5.6 You Asked for a Simple Admin Panel; You Got a Spaceship. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Atlassian, [Daily Standup Meetings](https://www.atlassian.com/agile/scrum/standups) - the canonical reference on the three-question format and the failure modes it slides into. +- Will Larson (via First Round Review), [Engineering leadership anti-patterns from Stripe, Uber, Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) - on the pull request funnel as the load-bearing signal for engineering health. +- Eric Ries via Lean Startup Co., [What Is an MVP?](https://leanstartup.co/resources/articles/what-is-an-mvp/) - the validated-learning framing that makes "what did we cut?" a real product question. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for full-stack developers shipping end-to-end. +- Qodo, [State of AI Code Quality 2025](https://www.qodo.ai/reports/state-of-ai-code-quality/) - 1.7x more issues in AI-generated code; useful context for why PR review questions matter more in 2026. +- Scrum Alliance, [Async Standups](https://resources.scrumalliance.org/Article/async-standups) - on running written standups when the team is distributed, with the same three-question backbone. +- Martin Fowler, [It's Not Just Standing Up: Patterns for Daily Standup Meetings](https://martinfowler.com/articles/itsNotJustStandingUp.html) - a deep practitioner reference on what daily standups should produce and when they fail. diff --git a/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.01-course-program-landscape.md b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.01-course-program-landscape.md new file mode 100644 index 000000000..d6c01cd32 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.01-course-program-landscape.md @@ -0,0 +1,224 @@ +# Course & Program Landscape - Tech for Non-Technical Founders (2026) + +**Created**: 2026-05-12 +**Project**: 2605-tech-for-non-technical-founders +**Researcher**: Phase 1 agent run +**Sources**: 27 unique URLs cited inline + +--- + +## 1. Executive Summary + +The 2026 market sells founders two things: how to BUILD without engineers (no-code, vibe coding, AI bootcamps), and how to RUN a company (YC, Techstars, Founder Institute, Reforge). Almost nobody sells the in-between layer JT's ICP-E cares about: how to manage developers you have already hired, verify their work, and keep ownership of your code. Vibecode bootcamps assume the founder is solo. Accelerators assume you have a technical co-founder. Reforge assumes you are a PM who already speaks engineering. Section, Maven, and Coursera offer general AI-fluency content for managers, not founder-specific oversight playbooks. The closest match in the market - "Don't Hire a Software Developer Until You Read This Book" by K.N. Kukoyi - was last updated in 2017 and pre-dates the AI code era entirely. JT can own the gap by publishing a free, opinionated, founder-only curriculum on control before rescue: GitHub/AWS ownership audits, Friday demo protocols, plain-English code health reports, salvage-vs-rebuild decisions, and the AI-era topics (token bills, slopsquatting, agent safety) that no founder-targeted program teaches today. + +--- + +## 2. Program Inventory + +15 programs catalogued. Stale or absent items left out rather than padded. + +| # | Name | Provider | Format | Duration | Price | Top curriculum modules | Stated audience | Latest update | URL | +|---|------|----------|--------|----------|-------|------------------------|-----------------|---------------|-----| +| 1 | Startup School | Y Combinator | Self-paced + weekly check-ins | 7 weeks | Free | Idea validation, MVP, talking to users, weekly metrics, fundraising | Aspiring + early founders | 2026 | [startupschool.org](https://www.startupschool.org/) [events.ycombinator.com](https://events.ycombinator.com/startup-school-2026) | +| 2 | YC Startup Library | Y Combinator | Free essay + video library | Self-serve | Free | "How to Find a Technical Co-Founder," "Series A Diligence Checklist," co-founder matching guide | Founders | 2026 | [ycombinator.com/library](https://www.ycombinator.com/library) [ycombinator.com/library/3h-series-a-diligence-checklist](https://www.ycombinator.com/library/3h-series-a-diligence-checklist) | +| 3 | Founder Catalyst Global | Techstars | Cohort, virtual | 10 weeks | Free, no equity | Masterclasses, fireside chats, weekly pitch coaching, partner sessions | Pre-accelerator early founders | Spring 2026 | [techstars.com](https://www.techstars.com/techstars-founder-catalyst-global-spring-2026-program) | +| 4 | Founder Institute Core | Founder Institute | Cohort, hybrid | 14 weeks | Tuition + equity warrants | Team analysis, product roadmap, investor pitch, cap table, legal/IP, financials | Pre-seed founders | 2026 | [fi.co/program](https://fi.co/program) [fi.co/curriculum](https://fi.co/curriculum) | +| 5 | Vibecode a Product Bootcamp | Founder Institute | Cohort + self-paced | 10 days | $449 | Scoping spec, AI-toolkit setup (Replit, n8n, OpenAI), prompt translation, customer launch | Solo non-technical founders | June 2026 | [fi.co/bootcamp/vibecoding](https://fi.co/bootcamp/vibecoding) | +| 6 | Antler Residency | Antler | Cohort, in-person | 6-8 weeks | Equity, $250-500K offered at demo day | Self-directed; team formation, GTM, fundraising | Commercial / domain / technical founders | 2026 | [antler.co/residency](https://www.antler.co/residency) | +| 7 | Reforge (membership) | Reforge | Self-paced + live courses | Annual | $2,000/yr individual; $9,995/yr team (10 seats) | Engineering Leadership, Mastering Product Delivery, AI Growth, product/growth catalog | PMs, growth, eng leaders | 2026 | [reforge.com/pricing](https://www.reforge.com/pricing) [reforge.com/courses](https://www.reforge.com/courses) | +| 8 | Section (membership) | Section | Live cohort sprints | 2-3 weeks per course | $995/yr; $600 5-day crash course | Product positioning, brand, data & analytics, 50+ AI courses for leaders | Mid-career managers | 2024-2026 | [poetsandquantsforexecs.com](https://poetsandquantsforexecs.com/news/section4-rebrands-to-section-launches-new-certificates-for-business-professionals/) [businesswire.com](https://www.businesswire.com/news/home/20230919273825/en/Section-Launches-Industry-Leading-AI-Curriculum-to-Build-the-New-AI-Class-of-Knowledge-Workers) | +| 9 | Cursor AI Bootcamp: Build Anything Instantly | Maven (Matt Schlicht) | Cohort, live | 3 weeks (2x/wk live) | $750 | Setup, basics, user accounts, database, API integration, debugging | Non-technical founders, PMs | Latest cohort Feb 2025 | [maven.com](https://maven.com/matt-schlicht/build-anything-with-ai) | +| 10 | The Vibe Coding Bootcamp: Become an AI-Augmented Developer | Zero To Mastery | Self-paced | 18 hours, 158+ lessons | $299 lifetime / $25/mo | Vibe coding, choosing AI partner, Cursor/Copilot, MCP, agent mode, AI gauntlet evaluation, security/proxy | Beginners and devs | 2026 | [zerotomastery.io](https://zerotomastery.io/courses/learn-vibe-coding/) | +| 11 | Tech for Non-Techies (membership + classes) | Tech For Non-Techies | Live + on-demand | Single-day to multi-week | $28 single class to membership | 5 tech concepts, product management, front-end vs back-end, UX, analytics | Non-technical founders, business leaders | 2026 | [techfornontechies.co](https://www.techfornontechies.co/) [techfornontechies.co/founders-class](https://www.techfornontechies.co/founders-class-september-22) | +| 12 | How Non-Technical Founders Build Startups | Udemy (Sramana Mitra) | Self-paced video | Multi-section | Udemy listed price | Idea, business model, customers, fundraising | Non-technical founders | Listed 2024-2026 | [udemy.com](https://www.udemy.com/course/nontechnicalfounderstartups/) | +| 13 | Tech Startup Management for CEOs | Udemy | Self-paced video | Free tutorial | Free | CTO-style management basics, scaling tech, leadership | CEO/founder | Listed | [udemy.com](https://www.udemy.com/course/tech-startup-management-for-ceos-from-zero-to-million-users/) | +| 14 | 100 Days of No Code / 100 Days of AI | 100 School (Max Haining) | Self-paced + cohort | 100 daily lessons / 25-day bootcamp | Free daily lessons + paid bootcamps | No-code build, AI tools, GPT, MVP launch | Non-technical builders | 2026 | [100school.com](https://www.100school.com/) [100daysai.com](https://www.100daysai.com/) | +| 15 | Don't Hire a Software Developer Until You Read This Book | K.N. Kukoyi (self-published) | Book + audiobook | ~250 pages | $9-25 | Market research, validating idea, app types, picking languages, finding/interviewing developers, prototyping, customer testing | Non-technical founders | 2017 | [amazon.com](https://www.amazon.com/Dont-Hire-Software-Developer-Until-ebook/dp/B01LY5C1IK) | +| 16 | Tech Founder Essentials | techfounder.ceo | Self-paced + live | 40 hours | Listed on site | Apps, DevOps, cybersecurity, communication, leadership | MCA students, aspiring tech founders | 2026 | [techfounder.ceo](https://www.techfounder.ceo/) | +| 17 | Coding for Entrepreneurs | YouTube (free) | YouTube videos | Self-paced | Free | Django, Python, APIs, payments, frameworks | Non-technical founders learning to code | Active 2026 | [youtube.com/@CodingEntrepreneurs](https://www.youtube.com/channel/UCWEHue8kksIaktO8KTTN_zg) | +| 18 | WeAreNoCode | WeAreNoCode | Cohort + self-paced | 3 months | <$1,000 | Idea-to-MVP with Lovable + AI tools, validation, first paying customers | Non-technical founders | 2026 | [wearenocode.com](https://www.wearenocode.com/) | +| 19 | 5-Day AI Agents Intensive (Vibe Coding) | Google + Kaggle | Free intensive | 5 days | Free | AI agents, vibe coding production patterns, capstone | Devs + builders | June 2026 | [blog.google](https://blog.google/innovation-and-ai/technology/developers-tools/kaggle-genai-intensive-course-vibe-coding-june-2026/) | + +Excluded: On Deck No-Code Fellowship (no live 2026 cohort surfaced), Akimbo / altMBA (sunsetted 2024 per [akimbo.com/about](https://www.akimbo.com/about)), 500 Global Flagship (no dedicated non-technical-founder oversight track in current public materials at [500.co/founders](https://500.co/founders)). + +--- + +## 3. Curriculum Coverage Matrix + +Rows are the topics ICP-E founders need (drawn from `90.10-icp-primary-website-target.md` pains and the `proof-signal-portfolio.md` signal bank). Columns are program clusters. "Yes" = explicitly taught. "Light" = mentioned but not the focus. "No" = absent in public curriculum. + +| Topic | YC SS + Library | Techstars + FI Core | Reforge / Section | Vibecode bootcamps (FI, Maven, ZTM) | Tech for Non-Techies | "Don't Hire" book | No-code (WeAreNoCode, 100 Days) | +|-------|-----------------|---------------------|-------------------|--------------------------------------|----------------------|--------------------|----------------------------------| +| Reading a sprint board / Jira progress | No | Light | Light | No | No | Light | No | +| Evaluating code quality without coding | No | No | No | Light (ZTM gauntlet only) | No | Yes | No | +| GitHub/AWS access ownership audit | No | Light (cap table, IP) | No | No | No | No | No | +| Salvage vs rebuild decision | No | No | No | No | No | No | No | +| AI code review for non-coders | No | No | Light (Section AI mgr) | Light (ZTM only) | Light (AI training) | No | No | +| Reading a SOW / dev contract | No | Light (legal module) | No | No | No | Yes | No | +| Hiring fractional CTO | No | Light | No | No | No | Yes (interview) | No | +| Demoing vs Jira ticket status (Friday demo rule) | No | No | No | No | No | No | No | +| Technical due diligence (Series A) | Yes (one essay) | Light | No | No | No | No | No | +| Contract clauses for code ownership | No | Light (IP) | No | No | No | Yes | No | +| Spotting over-engineering | No | No | Light (Mastering Product Delivery) | No | No | No | No | +| When to fire a devshop | No | No | No | No | No | Light | No | +| Plain-English weekly progress reports | No | No | No | No | No | No | No | +| Termination clause / exit strategy in contract | No | No | No | No | No | Light | No | +| AI token bill cost management | No | No | Light | No | No | No | No | +| Slopsquatting / supply chain in AI code | No | No | No | No | No | No | No | +| AI agent safety guardrails | No | No | No | No | No | No | No | +| Vibe-coding shop evaluation (specific 2026 risk) | No | No | No | Light (ZTM, ethical use) | No | No | No | +| Job stories vs user stories for non-tech founders | No | Light (FI product roadmap) | Light (Reforge product mgmt) | No | No | Light | No | +| Cap-table math turning slip into runway $ / days | Light (YC essays) | Yes (FI cap table module) | No | No | No | No | No | + +Topics covered by zero or one program (blue ocean for JT): +- GitHub/AWS access ownership audit (zero) +- Salvage vs rebuild decision (zero) +- Demoing vs Jira / Friday demo rule (zero) +- Plain-English weekly progress reports (zero) +- Slopsquatting in vibe-coding shops (zero) +- AI agent safety guardrails for founders who hired the agency, not built the agent (zero) +- AI token bill pass-through cost (one - Reforge AI Growth, but framed as growth not cost-control) +- Termination clause language (one - Kukoyi 2017 only) +- Vibe-coding shop evaluation from the buyer side (zero - all current courses teach the founder how to vibe-code, not how to audit the shop that did) + +--- + +## 4. Gaps & White Space + +### A. ICP-E pains uncovered by any current program +From the 15 ICP-E pains in `90.10-icp-primary-website-target.md`: + +- Pain #2 "Cannot evaluate code quality": only Kukoyi 2017 attempts this, and it predates GitHub Copilot, Cursor, and Lovable. Every current bootcamp teaches founders to GENERATE AI code, none teach them to AUDIT code their hired team produced. +- Pain #3 "Zero transparency / understandable reports": no program teaches founders how a weekly engineering report should read, how to demand one, or how to spot a fake one. +- Pain #11 "Information asymmetry / Docker/refactoring jargon": Tech for Non-Techies covers tech literacy, but stops at definitions. Nobody publishes a "BS-detection question script" the founder runs in standup. +- Pain #12 "Progress mirage / Jira full but no working product": zero coverage. The Friday Demo Rule is unowned in the market. +- Pain #13 "No admin control / repo and AWS under vendor account": zero coverage. The closest item is Founder Institute's IP/legal module, which addresses ownership in writing, not ownership in cloud. +- Pain #14 "Over-engineered MVP": Reforge "Mastering Product Delivery" addresses this for engineering leaders, never for the non-technical buyer hiring the agency. +- Pain #15 "Cheap talent trap / freelancer hits ceiling": no program teaches the diagnostic for when to bring in a fractional CTO to guard the cheap talent. + +### B. JT white-space features no program teaches + +From `90.10` §8b - none of the 19 programs above teach any of: +- Plain-English weekly reports +- Code ownership guarantee in the contract (Kukoyi mentions briefly; nobody teaches the contract clause) +- Termination clause for quality (Kukoyi mentions briefly) +- Non-technical QA reports +- Rescue specialization (zero coverage anywhere) +- Dedicated non-technical contact protocol + +This is the strongest finding: the JT differentiators are not just unowned by competitor agencies. They are unowned by the entire educational market. + +### C. Control-before-rescue topics that are uniquely JT + +Friday demos, GitHub ownership audits, salvage/rebuild decisions, fractional CTO guardrails, job stories vs user stories, BS-detection question scripts. The closest neighbor is YC's "How to Find a Technical Co-Founder" essay, which is hiring-stage advice, not active-management advice. JT can build a 12-16 post curriculum on this layer alone. + +### D. AI-era topics absent from current curricula + +- AI token bills: Reforge's AI Growth course covers AI from a growth angle, not cost. No founder course teaches "your dev shop is passing through OpenAI / Claude API costs and you don't know it." +- Slopsquatting / hallucinated package supply chain: an active 2025-2026 attack vector ([Infosecurity Magazine](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/), [SecurityWeek](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/), [CSO Online](https://www.csoonline.com/article/4167465/supply-chain-attacks-take-aim-at-your-ai-coding-agents.html)). Snyk's audit found 13.4% of agent skills had critical security issues. No founder-targeted program covers this. +- AI agent safety from the BUYER side: courses like Proofpoint Certified AI Agent Security Specialist target SOC engineers. The founder who hired a vibe-coding agency has nowhere to learn "what should I ask about agent permissions before this gets shipped to production." +- "We use AI" follow-up questions: when an agency claims AI proficiency, the founder has no script to verify it. This is already on the JT content plan (NEW-E) but absent from the broader market. + +--- + +## 5. Voice & Format Intelligence + +### How programs talk to founders about tech + +Three voices dominate. None match JT's empathy-first founder-to-founder tone. + +Verbatim quotes: + +1. Tech For Non-Techies, on the founder's job: *"A non-technical founder's job is not to learn to code, but to successfully manage the technology production process, understanding technology workflows and learning how to collaborate with designers and developers."* ([techfornontechies.co](https://www.techfornontechies.co/)) - definitional and vague. No specific failure mechanic, no script. + +2. Lovable comparison content: *"If you're a non-technical founder validating an idea, Lovable is probably where you start, but don't ship to production without having someone review the code, and plan to graduate to Cursor once the idea is validated."* ([lovable.dev](https://lovable.dev/guides/cursor-vs-bolt-vs-lovable-comparison)) - tool-evangelist voice, hand-waves the actual review the founder needs to commission. + +3. HyperNest Labs technical due diligence guide: *"Technical issues discovered during due diligence can reduce your startup's valuation by up to 20%, and nearly 60% of investment deals fall through due to problems uncovered in the technical review."* ([hypernestlabs.com](https://hypernestlabs.com/guides/technical-due-diligence-checklist)) - investor-facing scare-stat voice, optimised to sell a paid TDD audit. + +JT's opportunity: write like a founder who has shipped this stuff and now translates it. Specific failure mechanics ("the AWS root account is in their Gmail"), exact scripts ("ask for a Loom of the staging URL every Friday at 4pm"), and named trade-offs ("Lovable to MVP is fine; do not let the same shop run the production refactor without a senior review gate"). + +### Format intelligence + +- Cohort + Slack works for paid programs ($449-$2,000) but excludes self-serve readers searching Google. +- Free + self-paced wins for top-of-funnel: YC Startup School and YC Library are the dominant brands precisely because they are free, indexable, and gated only by attention. +- Books still convert: Kukoyi's 2017 book is the most-cited educational resource for "non-technical founder hire developer" searches, despite being eight years out of date. There is room for a free 2026 equivalent. +- Video + worksheet beats video alone. The Vibecode FI bootcamp pairs every live session with self-paced sprints; ZTM courses ship downloadable scorecards. JT posts should ship downloadable artifacts (Friday demo template, GitHub ownership checklist, salvage-vs-rebuild decision tree, AI follow-up question script). Several of these are already named offers in `90.10` §9. + +### Pricing benchmarks + +- Free: YC Startup School, YC Library, Techstars Founder Catalyst, Coding for Entrepreneurs YouTube, 100 School daily lessons, Google + Kaggle Vibe Coding intensive. +- Low ($28-$449): Tech for Non-Techies single class ($28), Vibecode FI bootcamp ($449), ZTM Vibe Coding Bootcamp ($299). +- Mid ($600-$995): Section 5-day crash ($600), Section annual ($995), Maven Cursor bootcamp ($750), WeAreNoCode 3-month (<$1,000). +- High ($1,000-$10,000+): Reforge individual ($2,000/yr), Reforge teams ($9,995/yr for 10 seats), Founder Institute (tuition + equity warrants). +- Equity: Antler ($250-500K invested for equity), Founder Institute (warrants). + +### Average length of a "complete" program + +Cohort programs cluster at 6-14 weeks (Antler 6-8, YC Startup School 7, Founder Catalyst 10, Vibecode 10 days but most others 8-14 weeks). Self-paced video courses cluster at 18-40 hours. A free competing JT curriculum needs roughly 12-16 posts at 1,000-1,500 words each to land in the same time-investment range as YC Startup School (~10-15 hours of reading). + +--- + +## 6. Proposed JT Content Series Spine + +A 14-post free curriculum, sequenced foundation -> control -> rescue -> AI era. Each post slots a distinct proof signal from `proof-signal-portfolio.md`. Where the signal is already owned by an existing JT post, the new post extends the signal into a deeper sub-topic (noted). + +| # | Working title | Section | Gap it fills | JT white-space feature | Proof-signal anchor (distinct) | +|---|---------------|---------|--------------|------------------------|--------------------------------| +| 1 | Five tech words to stop nodding at | Foundation | Tech literacy without bootcamp time-sink | Plain-English translation | Plain-English jargon test (extends scipab post; this one tests 5 specific words: "refactoring," "Docker," "tech debt," "MVP," "architecture") | +| 2 | The org chart your dev shop won't draw for you | Foundation | None of the 19 programs explain who-does-what in a typical 5-person engineering team | Dedicated non-technical contact | On-call rotation visibility (unused; from portfolio bank) | +| 3 | Reading the SOW your agency just sent (clause by clause) | Foundation | Kukoyi 2017 covers contract briefly; no current program walks the SOW | Code ownership guarantee | Dev shop red flags checklist contract section (extends `dev-shop-red-flags-checklist`) | +| 4 | The one Friday ritual that catches fake progress | Control | Zero coverage anywhere | Plain-English weekly reports | Staging URL / clickable demo (already owned; reaffirm + new sub-angle: time-of-day script) | +| 5 | Who owns your GitHub, AWS, and database (and how to take them back) | Control | Zero coverage anywhere | Code ownership guarantee | Documentation freshness (unused; check who edited `README.md` last) | +| 6 | Three questions that turn a 30-minute standup into proof | Control | Zero coverage anywhere | Non-technical QA reports | Pull-request size + reviewer distribution (unused; from portfolio bank) | +| 7 | The plain-English code health report you should be getting weekly | Control | Plain-English reports unowned | Plain-English weekly reports | Weekly report from team (already owned; extend with template) | +| 8 | When the freelancer hits the ceiling: spotting the moment to bring in fractional CTO oversight | Control | Cheap talent trap unowned | Termination clause | Cloud bill week-over-week (unused; from portfolio bank) | +| 9 | You asked for an admin panel; you got a spaceship. How to specify in Job Stories instead of features | Control | Over-engineered MVP unowned | Non-technical QA reports | File-touch count for small change (already owned; reuse to show over-engineering) | +| 10 | Salvage or rebuild: a 6-question decision tree | Rescue | Zero coverage anywhere | Rescue specialization | Test coverage % + commit size (already owned; reuse for salvage triage) | +| 11 | How to fire your dev shop without losing the codebase | Rescue | Kukoyi mentions; no current program | Termination clause | Customer support tickets tagged to build (unused; from portfolio bank) | +| 12 | "We use AI" - five follow-up questions that catch theatre | AI era | Zero coverage anywhere | Plain-English QA reports | Generate-validate-kill workflow cost math (already owned in `vibe-coding-disposable-by-design`; extend to agency interview) | +| 13 | The AI token bill your agency forgot to mention | AI era | One competitor; founder-cost angle unowned | Plain-English weekly reports | Cap-table math (already owned; extend to OpenAI/Claude pass-through cost) | +| 14 | Slopsquatting and the hallucinated package: what your shop must do before merge | AI era | Zero coverage in founder-targeted curricula | Code ownership guarantee | Dependency upgrade cadence (unused; from portfolio bank - perfect fit for slopsquatting) | + +Sequencing rationale: 1-3 anchor in vocabulary and contract literacy. 4-9 are the "control before rescue" wedge nobody owns. 10-11 sharpen existing rescue territory into decision-tree formats. 12-14 cover 2026 AI urgency in three distinct angles (audit, cost, security) so the cluster does not collapse into one repeated AI argument. + +Posts 4, 5, 8, 9, 10 overlap NEW-J/K/L/I/M slugs already in `20.07` content plan. Integrate, do not duplicate. + +--- + +## 7. Citations + +1. [Y Combinator Startup School](https://www.startupschool.org/) +2. [Startup School 2026 event page](https://events.ycombinator.com/startup-school-2026) +3. [YC Startup Library](https://www.ycombinator.com/library) +4. [YC Series A diligence checklist](https://www.ycombinator.com/library/3h-series-a-diligence-checklist) +5. [YC How to Find a Technical Co-Founder](https://www.ycombinator.com/library/3i-how-to-find-a-technical-co-founder) +6. [Techstars Founder Catalyst Spring 2026](https://www.techstars.com/techstars-founder-catalyst-global-spring-2026-program) +7. [Techstars Spring 2026 cohort announcement](https://www.techstars.com/blog/program-news/techstars-spring-2026-founder-catalyst-global-cohort) +8. [Founder Institute Core Program](https://fi.co/program) +9. [Founder Institute curriculum](https://fi.co/curriculum) +10. [Founder Institute Vibecode Bootcamp](https://fi.co/bootcamp/vibecoding) +11. [Antler Residency](https://www.antler.co/residency) +12. [Reforge pricing](https://www.reforge.com/pricing) +13. [Reforge courses catalog](https://www.reforge.com/courses) +14. [Section / Section4 rebrand and pricing](https://poetsandquantsforexecs.com/news/section4-rebrands-to-section-launches-new-certificates-for-business-professionals/) +15. [Section AI curriculum launch](https://www.businesswire.com/news/home/20230919273825/en/Section-Launches-Industry-Leading-AI-Curriculum-to-Build-the-New-AI-Class-of-Knowledge-Workers) +16. [Maven - Cursor AI Bootcamp by Matt Schlicht](https://maven.com/matt-schlicht/build-anything-with-ai) +17. [Zero To Mastery - Vibe Coding Bootcamp](https://zerotomastery.io/courses/learn-vibe-coding/) +18. [Tech For Non-Techies homepage](https://www.techfornontechies.co/) +19. [Tech For Non-Techies founders class](https://www.techfornontechies.co/founders-class-september-22) +20. [Udemy - How Non-Technical Founders Build Startups](https://www.udemy.com/course/nontechnicalfounderstartups/) +21. [Udemy - Tech Startup Management for CEOs](https://www.udemy.com/course/tech-startup-management-for-ceos-from-zero-to-million-users/) +22. [100 School](https://www.100school.com/) +23. [100 Days of AI](https://www.100daysai.com/) +24. [Don't Hire a Software Developer Until You Read This Book - Amazon](https://www.amazon.com/Dont-Hire-Software-Developer-Until-ebook/dp/B01LY5C1IK) +25. [WeAreNoCode](https://www.wearenocode.com/) +26. [Coding for Entrepreneurs YouTube channel](https://www.youtube.com/channel/UCWEHue8kksIaktO8KTTN_zg) +27. [Google + Kaggle 5-Day AI Agents Vibe Coding course](https://blog.google/innovation-and-ai/technology/developers-tools/kaggle-genai-intensive-course-vibe-coding-june-2026/) +28. [Lovable - Cursor vs Bolt vs Lovable comparison](https://lovable.dev/guides/cursor-vs-bolt-vs-lovable-comparison) +29. [HyperNest Labs - Technical Due Diligence Checklist](https://hypernestlabs.com/guides/technical-due-diligence-checklist) +30. [Infosecurity Magazine - AI Hallucinations Slopsquatting](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/) +31. [SecurityWeek - AI Coding Agents Supply Chain Crisis](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/) +32. [CSO Online - Supply chain attacks on AI coding agents](https://www.csoonline.com/article/4167465/supply-chain-attacks-take-aim-at-your-ai-coding-agents.html) +33. [Snyk ToxicSkills audit](https://snyk.io/blog/toxicskills-malicious-ai-agent-skills-clawhub/) +34. [Akimbo / altMBA sunset note](https://www.akimbo.com/about) +35. [500 Global founder programs](https://500.co/founders) diff --git a/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.02-curriculum-sequence-synthesis.md b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.02-curriculum-sequence-synthesis.md new file mode 100644 index 000000000..4c664d70e --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.02-curriculum-sequence-synthesis.md @@ -0,0 +1,257 @@ +# Curriculum Sequence Synthesis - The 2026 Non-Tech Founder's Decision Tree + +**Project**: 2605-tech-for-non-technical-founders +**Created**: 2026-05-12 +**Status**: 🟡 Proposal awaiting confirmation - do not change existing artifacts until reviewed +**Author**: re-review pass after user re-framed the project goal mid-session + +--- + +## What changed + +The user re-framed the project on 2026-05-12 (mid-session): + +> Help non-tech founders deliver MVP in a **self-serve way**. **Definitely avoid hiring as much as possible.** If hiring becomes required, then help them understand whom to hire and how to manage. + +That is a different center of gravity than the original 2605 brief, which assumed the founder had already hired and needed help managing the team they had. The original brief built a 14-post curriculum mostly about post-hire oversight (Friday demos, GitHub ownership, SOW reading, salvage decisions). The re-frame puts the **pre-hire decision** at the start of the journey and treats hiring as a fallback, not the default. + +User also dropped a third research document: `10.03-2026-ecosystem-research-ru-source.md` (the "2026 ecosystem" report; Russian-language source, originally titled `Курс для нетехнических основателей 2026.md`). This synthesis combines that with the two prior inputs we already had. + +--- + +## The three research inputs side by side + +| Input | Center of gravity | What it teaches | Key voices | +|---|---|---|---| +| **My original landscape (`10.01`)** | Post-hire oversight | 19 paid/free programs mapped; JT's white space identified as "control before rescue" (Friday demos, ownership audits, salvage decisions) | Y Combinator essays, Founder Institute, Reforge, Kukoyi 2017 book | +| **Older client research (`Управление разработкой...`)** | Diagnosing and reversing control loss | 5 control-loss patterns (Hire-and-Forget, Black Box, Hostage Situation, Progress Mirage, Tech Debt); Job Stories vs User Stories; Shape Up "Appetite" instead of estimates; Fractional CTO as the antidote to the co-founder paralysis | Anonymized rescue cases, Basecamp Shape Up, Christensen JTBD | +| **NEW 2026 ecosystem (`10.03-2026-ecosystem-research-ru-source.md`, RU)** | **Self-serve MVP is now viable**; hiring is the fallback, not the default | The "Vibe Coding" inflection point (Lovable + Supabase + Stripe + GitHub); two dominant philosophies: Strategic (Sophia Matveeva) vs Independent AI Prototyping (Drew Falkman, Founder Institute Vibecode); the AI-Augmented Developer job profile ($85-120K Junior with Senior productivity); offshore arbitrage to Tier-2 cities ($15-70/hr); High-Signal communities (Lovable Discord 160K, Indie Hackers, NCF) | Rob Walling (the "shed not skyscraper" warning), Y Combinator's 2026 manifestos, Sophia Matveeva, Drew Falkman | + +**Convergence point**: all three research inputs agree the **non-tech founder of 2026 has more options than the founder of 2017**. The Kukoyi 2017 book is stale precisely because it assumed the founder had to hire to ship. Today that assumption is wrong on the first lap of the decision tree. + +**Divergence point**: my original `10.01` landscape under-weighted the self-serve path because it anchored on ICP-E (the burned-by-devshop founder). That ICP is real and JT's existing client base reflects it, but the curriculum's audience is **broader**: it should catch founders BEFORE they make the mistake that lands them in ICP-E, not only after. + +--- + +## The 2026 founder's decision tree (the synthesis) + +A founder reading the JT curriculum should be able to find their current stage and read forward from there. Five stages, in order: + +``` + ┌──────────────────────────────────────┐ + │ STAGE 1: Should I hire at all? │ + │ - The Airbnb test (validate w/o code)│ + │ - The Vibe Coding stack (Lovable + │ + │ Supabase + Stripe) for solo MVP │ + │ - When self-serve hits the ceiling │ + └──────────┬───────────────────────────┘ + │ + ┌────────────┴────────────┐ + │ YES, I need real │ + │ engineering capacity │ + ▼ │ NO, I can ship self-serve + ┌──────────────────────────────┐ │ → READER LEAVES CURRICULUM + │ STAGE 2: Hire smart │ │ (and we don't try to sell them + │ - The AI-Augmented Dev │ │ engineering services) + │ profile (NOT generalist) │ │ + │ - Where (onshore / nearshore │ + │ / Tier-2 offshore) │ + │ - The 7-question interview │ + │ that catches AI theater │ + │ - The Fractional CTO bridge │ + └──────────┬───────────────────┘ + │ + ▼ + ┌──────────────────────────────┐ + │ STAGE 3: Manage what you │ + │ hired (CURRENT CURRICULUM) │ + │ - Vocabulary literacy │ + │ - The real org chart │ + │ - SOW clause by clause │ + │ - Friday demo + standup Qs │ + │ - GitHub/AWS ownership audit │ + │ - Weekly plain-English report│ + │ - Spotting over-engineering │ + └──────────┬───────────────────┘ + │ + ▼ + ┌──────────────────────────────┐ + │ STAGE 4: When it breaks │ + │ - Salvage vs rebuild │ + │ - Switch dev shops safely │ + └──────────┬───────────────────┘ + │ + ▼ + ┌──────────────────────────────┐ + │ STAGE 5: AI-era specifics │ + │ - "We use AI" follow-ups │ + │ - The AI token bill │ + │ - Slopsquatting │ + └──────────────────────────────┘ +``` + +Stage 1 is **the new starting point.** Most curricula competing with us (YC Startup School, Founder Institute, Sophia Matveeva, Drew Falkman, Kukoyi 2017) start somewhere on this tree but none of them frame the full decision sequence. JT's wedge: **the full sequence in one free curriculum, with the courage to tell readers "don't hire" when that's the right answer.** + +--- + +## Proposed curriculum re-sequence + +Old structure (14 posts, 4 pillars): +- Foundation (3) + Control (6) + Rescue (2) + AI Era (3) = 14 +- All assume hiring has happened + +New structure (~20 posts, 5 pillars): + +### Pillar 1 - Self-Serve First (new, 3-5 posts) + +Founder asks: do I need to hire anyone at all? + +| Post | Topic | Anchor | +|---|---|---| +| 1.1 | The 2026 build/buy/wait decision tree | YC "validate without code" + Airbnb analogy; Rob Walling's "shed vs skyscraper" warning | +| 1.2 | The self-serve stack that ships in 2026 | Lovable + Supabase + Stripe + GitHub walkthrough; what each one does in plain English | +| 1.3 | Vibe Coding done right (and the architectural ceiling that breaks it) | Drew Falkman's "Vibe PRD" + Rob Walling's "shed" metaphor; signals you've hit the ceiling | +| 1.4 (optional) | The communities that punch above their weight | Lovable Discord (160K), Indie Hackers, No Code Founders - free knowledge, no agency tax | +| 1.5 (optional) | The Fractional CTO bridge - 5 hours a week beats a co-founder | From the Russian client research; the "$0 equity, $400/week" alternative | + +### Pillar 2 - If you must hire, hire smart (new, 3-4 posts) + +Founder asks: I've hit self-serve ceiling. Who do I hire? Where? + +| Post | Topic | Anchor | +|---|---|---| +| 2.1 | The AI-Augmented Developer profile (NOT generalist junior, NOT Toptal Senior) | New research salary data; the "directs AI, owns systems" job description | +| 2.2 | Where in the world to hire in 2026 (onshore vs nearshore vs Tier-2 offshore) | $15-70/hr Tier-2 Indian cities, LATAM nearshore, etc. | +| 2.3 | The 7-question hiring interview (catches AI theater + system-thinking failures) | Existing "We Use AI" 5-question lead magnet + 2 more from new research; rebrand as a hiring tool | +| 2.4 | The 3 hiring mistakes that still kill MVPs (and why students are the wrong cheap option) | Russian client research; hourly-rate trap, working-student 20-hour cap, no Fractional CTO | + +### Pillar 3 - Once you've hired, manage well (CURRENT CURRICULUM, ~7 posts) + +Founder asks: team is in place; how do I make sure they ship? + +This pillar is **mostly the existing 4 net-new posts + 5 wraps from 2510**: + +| Post | Status | Notes | +|---|---|---| +| 3.1 Five Tech Words to Stop Nodding At | ✅ shipped | Existing - no rewrite needed, just re-frame as Pillar 3 opener | +| 3.2 The Org Chart Your Dev Shop Won't Draw | ✅ shipped | Existing - no rewrite | +| 3.3 Reading the SOW Clause by Clause | ✅ shipped | Existing - no rewrite | +| 3.4 The Friday Demo Rule | wrap (2510 NEW-J) | Already in 2510 plan | +| 3.5 Who Owns Your GitHub, AWS, and Database | wrap (2510 NEW-K) | Already in 2510 plan | +| 3.6 Three Questions That Turn Standup Into Proof | ✅ shipped | Existing - no rewrite | +| 3.7 The Plain-English Weekly Dev Report | wrap (2510 NEW-A) | Already in 2510 plan | +| 3.8 You Asked for a Simple Admin Panel; You Got a Spaceship (Job Stories) | wrap (2510 NEW-I) | Already in 2510 plan | + +### Pillar 4 - When it breaks (CURRENT, 2 posts) + +| Post | Status | +|---|---| +| 4.1 Salvage or Rebuild | wrap (2510 NEW-M) - keep | +| 4.2 How to Switch Dev Shops Safely | wrap (2510 NEW-C) - keep | + +### Pillar 5 - AI-era specifics (CURRENT, 3 posts) + +| Post | Status | +|---|---| +| 5.1 "We Use AI" - Five Follow-Up Questions | wrap (2510 NEW-E) - **dual purpose: hiring interview + agency interview** | +| 5.2 The AI Token Bill | wrap (2510 NEW-D2) | +| 5.3 Slopsquatting | wrap (2510 #20) | + +### Posts considered for removal or consolidation + +The existing curriculum had 9 wraps + 4 net-new + 1 in Control ("When Cheap Developers Get Expensive" / NEW-L). Under the new structure: + +- **"When Cheap Developers Get Expensive" (NEW-L)** - belongs in Pillar 2 (hiring mistakes), not Pillar 3 (managing). It's a hiring decision warning, not a managing tactic. + +Net effect: the existing 14 posts mostly survive, mostly in Pillar 3. The new structure ADDS 6-9 posts at the front (Pillars 1 and 2) rather than removing existing work. + +--- + +## Mapping existing artifacts to the new structure + +| Existing artifact | Current placement | New placement | +|---|---|---| +| `friday-demo-template.md` (lead magnet) | Companion to post #4 | Pillar 3 companion - unchanged | +| `ownership-checklist.md` (lead magnet) | Companion to post #5 | Pillar 3 companion - unchanged | +| `salvage-vs-rebuild-decision-tree.md` (lead magnet) | Companion to post #10 | Pillar 4 companion - unchanged | +| `agency-ai-five-questions.md` (lead magnet) | Companion to post #12 (agency interview) | **Repurposed**: companion to BOTH Pillar 2 (hiring interview) and Pillar 5 (agency interview) | +| `sow-reading-guide.md` (lead magnet) | Companion to post #3 | Pillar 3 companion - unchanged | +| `five-tech-words-stop-nodding-at` (post 1) | Foundation post 1 | Pillar 3.1 - unchanged content, re-framed in callout | +| `engineering-org-chart-non-technical-founder` (post 2) | Foundation post 2 | Pillar 3.2 - unchanged content, re-framed | +| `reading-sow-clause-by-clause` (post 3) | Foundation post 3 | Pillar 3.3 - unchanged content, re-framed | +| `three-questions-turn-standup-into-proof` (post 6) | Control post 1 | Pillar 3.6 - unchanged content, re-framed | + +Net-new posts to draft for the new structure (Pillars 1 and 2): **6 posts total**. + +Net-new lead magnets to ship alongside (under the new self-serve framing): **2-3 artifacts**: +- "Should you hire?" decision-tree artifact +- "The self-serve stack walkthrough" PDF (Lovable + Supabase + Stripe step-by-step) +- "Where to hire in 2026" map (onshore / nearshore / Tier-2 offshore comparison) + +--- + +## JT positioning implications (worth your call) + +The new framing puts JT in a counter-intuitive position: a Rails dev shop publishing free content that says "try not to hire, including not hiring us." Three honest framings exist; pick one: + +| Framing | Says | Trade-off | +|---|---|---| +| **A. Trusted advisor first** | "Self-serve when you can. Hire when you must. We'll teach you both, and we hope you call us when you finally need real engineering." | Builds long-term trust. Filters out founders who'd never have been JT clients anyway. Reduces short-term lead volume. | +| **B. Quality filter** | "Most non-tech founders who hire engineering fail because they hired too early. Read this first; if you still need us, we're the team you call." | Pre-qualifies inbound. Founders who arrive at JT after reading have already self-sorted as "genuinely need engineering." Higher close rate, lower volume. | +| **C. Stay silent on JT** | "Here's the truth about 2026 non-tech founding. We don't pitch our services in this curriculum at all." | Maximum credibility. Lowest short-term commercial yield. Long-term, builds a content brand independent of JT's sales motion. | + +My recommendation: **B (Quality filter)**. It honors the new framing without abandoning JT's business reality. The CTAs stay soft, but the "we exist when you need us" line remains in every Pillar 3-5 post. + +--- + +## The Russian client research adds detail we should not lose + +The older client research (`Управление разработкой для нетехнических фаундеров`) supplies specific structural artifacts that should land in the new curriculum: + +1. **JTBD Table 1** (5 control-loss situations) - already echoed in the existing curriculum's pain list, but the Job Story format is the better delivery vehicle for Pillar 3 posts. +2. **Job Stories vs User Stories** (Table 2 in the Russian doc) - this maps to Pillar 3.8 ("Simple Admin Panel" / NEW-I) and deserves more explicit treatment. +3. **Shape Up's "Appetite" instead of "Estimate"** - belongs in Pillar 3 somewhere (maybe a small new post or absorbed into the Standup Questions post). Currently absent from the curriculum. +4. **Technical Audit Domains** (Table 3) - 4 domains (Architecture, Security, Testing, DevOps) with specific red flags. Belongs in Pillar 4 (Salvage or Rebuild) as the decision-tree input. +5. **The "Investor legend" trick for repo transfer** - a tactical move belonging in Pillar 4.2 (Switch Dev Shops Safely). Diplomatic phrasing to extract IP without triggering conflict. +6. **The "$15K admin panel = spaceship" anecdote** - already echoed in our `asked-simple-admin-panel-built-spaceship` slug (NEW-I). Good alignment. + +None of these require new posts; they enrich existing post content. + +--- + +## Recommended next moves (awaiting your confirmation) + +1. **Confirm direction**: do we adopt the 5-pillar re-sequence (Self-Serve First → Hire Smart → Manage Well → When It Breaks → AI Era)? If yes, I'll update the curriculum docs in the next pass. +2. **Confirm positioning**: A, B, or C from the table above? +3. **Confirm scope**: 6 net-new posts for Pillars 1-2 (total curriculum ~20 posts), or tighter at 3-4 net-new (total ~17-18 posts)? +4. **Confirm existing posts stay**: I am not proposing to rewrite the 4 net-new posts or the 5 lead magnets already drafted. Their content fits Pillar 3-4-5 naturally; the only change is the curriculum frame (top callout + nav table) updates to show the 5-pillar structure with current post marked `← you are here`. +5. **Confirm we update the landing page table-of-contents** to reflect the new 5-pillar / ~20-post structure, not the old 4-pillar / 14-post structure. + +--- + +## What I will NOT change before you confirm + +- The 4 drafted blog posts (their content is sound; only the curriculum-frame nav table needs updating to the new structure once it's locked). +- The 5 drafted lead magnets (their content is sound; the `agency-ai-five-questions` magnet gets repurposed for dual use but the content stays). +- The 2510 parent plan (the LinkedIn validation sprint posts continue as-is; the new structure only changes how 2605 groups them). +- The `GOAL-AT-A-GLANCE.md` (will be rewritten once you confirm the 5-pillar structure). +- The `20.01-content-pillars.md` (will be rewritten with 5 pillars instead of 4). +- The `20.07-content-plan-tnt-founders-2026.md` (will be rewritten with the ~20-post sequence). +- The `PROJECT-INDEX.md` (the integration rule about "no parallel slugs" stays; the curriculum-frame rule needs the new 20-row nav table). + +--- + +## Source citations from the new 2026 research that justify the re-sequence + +| Source | Key claim | +|---|---| +| Y Combinator 2026 manifesto (cited in new research) | Tools and business models today let founders turn idea into production-quality product in weeks without equity to a technical co-founder | +| Rob Walling (Drip / MicroConf / TinySeed founder, cited in new research) | "Vibe coding builds you a shed. Building a multi-story commercial building this way leads to total rewrite from architectural debt" | +| Drew Falkman (Maven course "Vibe Coding Data-Enabled AI Apps", 4.8/5 rating, cited in new research) | The "Vibe PRD" + Lovable + Supabase + Stripe stack lets non-tech founders ship production MVP solo | +| Sophia Matveeva ("Tech for Non-Technical Founders" program, HBR + Oxford + LBS, cited in new research) | The founder's job is to define what to build (from customer data); AI or hired engineers define how to build. Validate hypotheses on a spreadsheet first | +| Founder Institute Vibecode Bootcamp (10-day, $399-$499, launched 2026) | Solo founders run idea → MVP → first customers in 10 days using n8n + OpenAI + Replit + PostgreSQL | +| Lovable Community (Discord, 160K+ members, cited in new research) | Free community runs offline hackathons globally; replaces the need for early-stage technical co-founder networking | +| 2026 AI-Augmented Developer salary data (cited in new research) | Junior + AI = Senior productivity at $85-120K. Algorithmic interview questions are obsolete; the new questions are about system thinking and AI direction | +| Tier-2 offshore arbitrage (cited in new research) | Jaipur, Kochi, Indore, Coimbatore at $15-70/hr. India became the world's 2nd-largest AI talent pool after the US | + +These are claims my original `10.01` landscape underweighted. The re-sequence corrects that. diff --git a/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.03-2026-ecosystem-research-ru-source.md b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.03-2026-ecosystem-research-ru-source.md new file mode 100644 index 000000000..7eff9097a --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/10-19-research/10.03-2026-ecosystem-research-ru-source.md @@ -0,0 +1,220 @@ + + +# **Комплексное исследование экосистемы "Tech for Non-Technical Founders": Стратегии, ресурсы и определение самого эффективного образовательного курса на 2026 год** + +Исторически сложившаяся парадигма технологического предпринимательства, в которой нетехнический основатель находился в критической и зачастую фатальной зависимости от наличия технического кофаундера или дорогостоящего агентства по разработке программного обеспечения, претерпела фундаментальную трансформацию к 2026 году. Около сорока процентов рабочих мест в мире подвергаются трансформации под влиянием искусственного интеллекта, что делает традиционное изучение синтаксиса языков программирования менее релевантным по сравнению с освоением новых когнитивных навыков: инжиниринга промптов (prompt engineering), ИИ-ассистируемого программирования (AI-assisted coding) и проектирования систем автономных агентов.1 В этом новом ландшафте нетехнические основатели больше не ограничены ролью генераторов идей, ожидающих реализации со стороны инженеров. Доступность передовых инструментов генеративного ИИ, специализированных образовательных когорт и закрытых высокосигнальных сообществ создала экосистему, в которой основатель с нулевым опытом программирования способен самостоятельно пройти путь от гипотезы до функционального продукта, генерирующего выручку. + +Данный отчет представляет собой исчерпывающий анализ актуальных на 2026 год образовательных ресурсов, акселерационных программ, закрытых форумов и стратегий найма, специально спроектированных для нетехнических фаундеров. На основе синтеза данных выявляются наиболее эффективные образовательные траектории, а также формулируется окончательная рекомендация относительно самого результативного курса, способного обеспечить максимальный возврат инвестиций и минимизацию архитектурных рисков при создании технологического стартапа. + +## **Макроэкономический и технологический сдвиг 2026 года: Феномен Vibe Coding** + +Понимание актуальных образовательных потребностей нетехнических основателей невозможно без глубокого анализа технологического феномена, определяющего 2026 год — концепции «Vibe Coding» (эмоционально-интуитивного программирования). Этот термин, первоначально возникший в нишевых сообществах разработчиков, эволюционировал в полноценную методологию создания программного обеспечения, где базовая логика формулируется на естественном языке, а искусственный интеллект берет на себя рутину написания синтаксически корректного кода.1 + +Психологические и нейробиологические механизмы, лежащие в основе популярности Vibe Coding, заслуживают особого внимания. Развитие этой практики глубоко укоренено в поколенческих сдвигах, в частности, в отказе поколения Z и поздних миллениалов от культуры непрерывного изнурительного труда (grind culture) в пользу творческой автономии.3 Vibe Coding функционирует как среда, целенаправленно провоцирующая состояние психологического потока. Использование ИИ-ассистентов, таких как Copilot, ChatGPT или Cursor, радикально снижает когнитивное трение, связанное с отладкой ошибок, в то время как интуитивный подход снижает эмоциональное сопротивление.3 В результате формируется новый, высокоскоростной цикл разработки: возникновение идеи мгновенно переходит в предложение от ИИ, за которым следует реализация и немедленная итеративная настройка.3 Разработка программного обеспечения превращается из процесса преодоления синтаксических барьеров в процесс исследовательской настройки систем. + +Однако интеграция этой методологии в бизнес-процессы несет в себе скрытые системные риски, которые часто игнорируются начинающими фаундерами. Эксперты индустрии, такие как Роб Уоллинг, основатель Drip и платформы MicroConf (инвестировавшей в сотни SaaS-стартапов через TinySeed), формулируют критическое предостережение, используя метафору строительства. Создание базового утилитарного приложения с помощью ИИ без знания архитектуры сопоставимо со строительством небольшого сарая: два человека без плотницкого опыта способны возвести конструкцию, которая будет функционировать.2 Тем не менее, по мере масштабирования бизнеса и попыток внедрения сложной бизнес-логики, этот процесс становится эквивалентным попытке построить многоэтажное коммерческое здание без фундаментальных инженерных знаний. Привлечение профессионального разработчика на более поздних этапах для исправления архитектуры такого продукта, созданного исключительно с помощью Vibe Coding, часто приводит к необходимости полного переписывания кодовой базы из\-за катастрофического архитектурного долга.2 Здоровая парадигма, по мнению аналитиков, заключается в том, что "вайб" должен способствовать кодингу, а не заменять базовое понимание структур данных и системной логики.3 Именно этот баланс между скоростью генеративного прототипирования и фундаментальной жизнеспособностью продукта определяет качество передовых образовательных программ 2026 года. + +## **Исследование образовательного ландшафта для нетехнических фаундеров** + +Рынок образования для начинающих предпринимателей фрагментирован и предлагает спектр решений от краткосрочных воркшопов до многомесячных акселерационных программ. Анализ выявляет две доминирующие философии обучения: первая ориентирована на формирование стратегического управленца, способного дирижировать техническими процессами без погружения в написание кода, вторая — на превращение основателя в независимого соло-разработчика, вооруженного стеком ИИ-инструментов. + +### **Философия стратегического управления: Методология Sophia Matveeva** + +В категории программ, ориентированных на стратегический продакт-менеджмент и минимизацию рисков, абсолютным лидером выступает флагманская программа «Tech for Non-Technical Founders», созданная Софией Матвеевой.4 Эта программа, методология которой была представлена в Harvard Business Review и преподавалась в Оксфордском университете, London Business School и Chicago Booth, предназначена для бизнес-лидеров, традиционных предпринимателей и нетехнических визионеров.5 + +Ключевая проблема, которую решает данный курс, заключается в предотвращении классического сценария, при котором нетехнический основатель инвестирует огромные средства (часто превышающие 100 000 долларов) в наемных разработчиков, получая на выходе нежизнеспособный продукт.4 Программа деконструирует этот процесс, обучая основателей думать о разработке технологического продукта до того, как будет выписан первый чек.4 Формат программы представляет собой когортное обучение на основе членства стоимостью 530 долларов США в месяц при минимальном цикле в 6 месяцев.6 + +Учебный план охватывает фундаментальные аспекты создания бизнеса: валидация рыночного спроса и формирование выигрышного брифа продукта (product brief), бюджетирование, управление временными рамками и де\-рискинг процессов сборки.5 Особое внимание уделяется тому, как корпорации уровня Meta валидируют гипотезы продуктов с потенциалом в миллиарды долларов, используя простые электронные таблицы, прежде чем написать хотя бы одну строку кода.8 Это смещает фокус студента с инструментария на выявление истинной потребности клиента. Программа четко разделяет ответственность: задача основателя — определить, «что строить» (опираясь на данные от клиентов), в то время как задача искусственного интеллекта или наемной команды инженеров — определить, «как это строить».8 + +Дополнительная ценность курса формируется за счет интеграции гостевых экспертов высочайшего калибра. Например, в 2026 году к программе присоединились инструкторы из Meta и Google, помогающие студентам в формате индивидуальных коучинговых сессий прототипировать, тестировать и принимать стратегические решения о пивоте или привлечении инвестиций.9 Также программа включает бонусные мастер-классы по фандрейзингу, где разбираются реальные стратегии привлечения капитала нетехническими фаундерами, и модули по найму разработчиков.6 Выпускники программы демонстрируют выдающиеся результаты: от создания мобильных приложений для управления активами традиционных финансовых фирм (кейс Муси Скосаны из Южной Африки, трансформировавшего свой бизнес с инвестицией всего в 2000 долларов) до достижения стабильной выручки всего за семь месяцев после трансформации из владельца традиционного бизнеса в технологического фаундера.10 + +### **Философия независимого ИИ-прототипирования: Экосистема Maven** + +Для основателей, чья стратегия заключается в самостоятельном создании минимально жизнеспособного продукта (MVP) с нулевым бюджетом на внешнюю разработку, платформа когортного обучения Maven предлагает наиболее актуальные решения на 2026 год. Данная экосистема агрегирует практические интенсивы от действующих практиков индустрии. + +Наиболее глубоким курсом в этой категории является четырехнедельная программа Дрю Фалкмана «Vibe Coding Data-Enabled AI Apps for Product Managers, Designers, and Founders», стоимость которой составляет 1000 долларов США.12 Программа, получившая рейтинг 4.8 из 5 звезд на основе отзывов выпускников из таких компаний, как Treatwell, призвана избавить нетехнических специалистов от зависимости перед массивными бэклогами инженерных отделов.12 + +Учебный план курса Фалкмана представляет собой исчерпывающее руководство по современному стеку ИИ-разработки. Первая неделя посвящена формированию продуктовой стратегии и созданию специализированного документа требований — «Vibe PRD», который структурирует инструкции для ИИ (ChatGPT), предотвращая галлюцинации и отклонения от бизнес-логики.12 Вторая неделя сфокусирована на генерации пользовательского интерфейса с использованием платформы Lovable, где студенты изучают нюансы оптимизации промптов и контекстного управления.12 Настоящим прорывом курса является переход от визуальных компонентов к полноценной серверной архитектуре на третьей и четвертой неделях: студенты осваивают настройку баз данных в Supabase, базовый синтаксис SQL, интеграцию больших языковых моделей (Claude, OpenAI) через пограничные функции (edge functions) и внедрение платежных шлюзов Stripe.12 Этот переход является критическим, так как создание масштабируемой базы данных традиционно было непреодолимым барьером для пользователей без технического образования.12 Завершается курс развертыванием кода через GitHub, что обеспечивает стандартизированную передачу продукта инженерам в будущем.14 + +Параллельно с курсом по созданию приложений, Maven хостит программы, сфокусированные на автоматизации операционной деятельности. Интенсив Андреа Маркиотто «Build an AI-Powered Startup OS in One Day» переносит фокус с написания кода на проектирование многоагентных рабочих процессов (agentic workflows).15 В рамках этого воркшопа основатели изучают фундаментальные отличия между простыми промптами и надежными архитектурами автоматизации, включающими логику ввода/вывода, проектирование триггеров и маршрутизацию решений.15 Используя платформы интеграции, такие как Make.com, студенты создают сети ИИ-агентов, способных автономно обрабатывать лиды, проводить глубокие исследования и превращать хаотичные операционные знания в структурированные стандартные операционные процедуры (SOP).15 Подобные системы позволяют нетехническим основателям масштабировать операционную пропускную способность стартапа без пропорционального увеличения штата сотрудников. Тема практического использования моделей вроде Claude Code для развертывания локальных агентных систем также глубоко раскрывается в курсах Микаэлы Рейес и Николаса Рейеса, предоставляя фаундерам навыки создания «цифровых сотрудников», работающих в формате 24/7.16 + +### **Акселерационные программы и позиция Y Combinator** + +Институциональный подход к обучению нетехнических фаундеров также претерпел изменения. Founder Institute (FI), признанный крупнейшим в мире pre-seed акселератором с портфелем более 9000 компаний, интегрировал концепцию Vibe Coding в свои базовые программы. Запущенный в 2026 году «Vibecode a Product Bootcamp» представляет собой 10-дневный интенсив стоимостью от 399 до 499 долларов США, доступный глобально (включая локальные инициативы в Лос-Анджелесе, Сан-Диего и Сиднее).19 + +Методология буткемпа FI направлена на соло-фаундеров и включает четыре живые сессии, чередующиеся с интенсивной самостоятельной работой. Программа начинается с определения скоупа продукта и настройки стека инструментов (n8n, OpenAI, Replit, PostgreSQL), после чего участники переводят клиентский путь (user journey) в промпты для генерации базового интерфейса.19 Завершающие этапы включают добавление автоматизаций и интеграций сторонних сервисов, а также запуск продукта для реальных пользователей с целью сбора метрик и валидации гипотез на пути к product/market fit.19 Отзывы студентов подчеркивают, что структура программы, совмещенная с глубокими интервью потенциальных клиентов, позволяет превратить абстрактную идею в функциональный MVP с реальной тягой, обеспечивая нетехническим участникам беспрецедентный уровень ясности и импульса к действию.19 Дополнительным преимуществом является доступ участников к экосистеме FI, предлагающей студенческие льготы, включая GitHub Student Developer Pack (предоставляющий доступ к Copilot Pro и облачным кредитам Azure), а также перспективы привлечения финансирования через связанные структуры, такие как Techstars.24 + +Позиция наиболее влиятельного акселератора Кремниевой долины, Y Combinator, относительно нетехнических фаундеров в 2026 году также отражает смещение парадигмы. В манифестах YC прямо утверждается, что инструменты и бизнес-модели сегодняшнего дня позволяют превратить идею в продукт производственного качества за считанные недели без необходимости делиться долей в компании (equity) с техническим кофаундером на ранних этапах.25 YC поощряет прототипирование с помощью ИИ для быстрой валидации. Ярким примером этой тенденции служит стартап Woz, профинансированный YC в батче W25, миссия которого — стать мостом между ИИ-сгенерированным кодом и масштабируемым бизнесом, предоставляя нетехническим основателям платформу и экспертную инженерную поддержку для превращения прототипов в надежные предприятия.26 Аналогичную миссию преследует компания OpenBuilder, акцентирующая внимание на том, что фаундеры должны не просто начинать проекты, но и доводить их до релиза.27 Общий консенсус сообщества YC сводится к исторической аналогии с Airbnb: фундаментальный вопрос бизнеса часто не требует написания кода для своей проверки (например, готовность людей сдавать и снимать жилье у незнакомцев); как только концепция доказана, основатель получает возможность привлечь капитал и нанять полноценную команду.28 + +### **Академические платформы, корпоративный PM и региональные рынки** + +Для руководителей высшего звена и опытных продакт-менеджеров (с опытом работы более 5 лет), работающих в корпоративном сегменте, экосистема предлагает совершенно иные инструменты. Платформа Reforge, с годовой подпиской около 1995 долларов США, предоставляет программы глубокого погружения в стратегии развития ИИ-продуктов.29 В отличие от курсов по созданию MVP, методология Reforge фокусируется на управлении уже работающими моделями машинного обучения. Студенты изучают методологии оценки (Evaluation), принципы обучения с подкреплением на основе отзывов людей (RLHF), внедрение систем сбора человеческой обратной связи (Human Feedback) и системную тонкую настройку моделей (Fine-Tuning) для дифференцированных бизнес-кейсов.30 + +Фундаментальная академическая база обеспечивается такими платформами, как DataCamp, предлагающими курсы вроде «Associate AI Engineer» и «AI Fundamentals», которые закрывают пробелы в знании Python и SQL.31 Также высоким спросом пользуются узкоспециализированные технические курсы ведущих университетов (MIT 6.S191 по глубокому обучению, Stanford CS224N по обработке естественного языка), предоставляющие системное понимание архитектуры нейросетей, необходимое для управления сложными корпоративными ИИ-системами.32 Традиционные сертификации, такие как IBM/Google AI Certificates на Coursera, остаются стандартом для подтверждения квалификации на корпоративном уровне.33 + +Интересно отметить дихотомию между глобальным рынком и региональными образовательными продуктами. Анализ русскоязычного сегмента онлайн-образования 2026 года, представленного на агрегаторах TutorTop и Kurshub, показывает доминирование классических школ: Skillbox, Нетология, PMCLUB и Fashion Factory.35 Учебные планы лучших русскоязычных курсов по запуску стартапов традиционно сфокусированы на управлении цифровым продуктом, расчете юнит-экономики, формировании KPI и проектировании MVP методами классического продакт-менеджмента (часто с использованием Excel или базового визуального No-Code).36 Однако эти программы демонстрируют заметное отставание в интеграции передовых ИИ-агентных архитектур и парадигмы Vibe Coding, которые стали стандартом де\-факто в экосистемах Кремниевой долины и глобальных англоязычных платформах. + +Для систематизации образовательных траекторий ниже приведена сравнительная аналитическая матрица ключевых программ 2026 года. + +| Наименование программы | Провайдер / Автор | Основной фокус обучения | Ключевые компетенции и инструментарий | Формат и стоимость | Целевой профиль основателя | +| :---- | :---- | :---- | :---- | :---- | :---- | +| **Tech for Non-Technical Founders** | Sophia Matveeva | Стратегия продукта, валидация бизнес-модели, управление командой и бюджетом | Де-рискинг, брифование инженеров, фандрейзинг, оценка ROI | 6 мес. когорта, $530/мес. (\~$3180) | Визионеры, традиционные предприниматели, лидеры, привлекающие инвестиции | +| **Vibe Coding Data-Enabled AI Apps** | Drew Falkman (Maven) | Быстрое ИИ-прототипирование функционального продукта | Lovable, Supabase (SQL, edge functions), Stripe, GitHub, Vibe PRD | 4 недели, интенсивы, $1000 | Соло-фаундеры, дизайнеры и PM, желающие создавать MVP своими руками | +| **AI Startup OS** | Andrea Marchiotto (Maven) | Автоматизация операционной деятельности стартапа | Make.com, многоагентные системы (Multi-Agent), экстракция SOP | 1 день, воркшоп, динамическая цена | Операционные директора, фаундеры, масштабирующие внутренние процессы | +| **Vibecode a Product Bootcamp** | Founder Institute | Системная акселерация от идеи до первых клиентов | n8n, OpenAI, Replit, PostgreSQL, глубинные интервью | 10 дней, 4 сессии, $399 – $499 | Начинающие стартаперы на стадии pre-seed, ищущие структуру и traction | +| **AI and Product Programs** | Reforge | Продвинутый продуктовый менеджмент в эпоху ИИ | Оценка ИИ, Fine-Tuning, RLHF, Human Feedback | Годовая подписка, \~$1995/год | Опытные корпоративные продакт-менеджеры (5+ лет опыта) | + +## **Инфраструктура социального капитала: Закрытые сообщества 2026 года** + +Получение теоретических знаний и навыков работы с ИИ — лишь половина уравнения успеха стартапа. В 2026 году социальный капитал и доступ к экспертной сети играют критическую роль для нетехнических фаундеров. Ранее популярные публичные группы в Slack, Telegram или Discord столкнулись с феноменом, известным в индустрии как «High-Signal Stall» (застой высокого сигнала), когда рост аудитории приводит к экспоненциальному увеличению информационного шума, спама и агрессивного самопиара, вытесняя реальных разработчиков и инвесторов.37 + +В ответ на эту деградацию публичных пространств экосистема эволюционировала в сторону строгой фильтрации и гейткипинга. Наиболее ценные приглашения в закрытые сообщества сегодня не публикуются в каталогах, а рассылаются через прямые сообщения в социальных сетях (например, X/Twitter) только после того, как основатель публично демонстрирует успешный запуск продукта, подтверждая свою компетентность (proof-of-work).37 Тем не менее, для основателей на ранних стадиях существуют платформы, предоставляющие доступ к высококачественному социальному графу. + +Для независимых фаундеров, строящих бутстрап-бизнесы (развивающиеся на собственные доходы без привлечения венчурного капитала), эталоном является **Indie Hackers Discord**.39 Сервер отличается строгой модерацией и жестким структурированием каналов по стадиям развития бизнеса (от генерации идей до валидации, запуска, роста и масштабирования). Присутствие технически подкованной аудитории, склонной к деловому мышлению, делает этот ресурс идеальным местом для нетехнических фаундеров, ищущих технического партнера через специализированный канал (co-founder matching channel), который исторически демонстрирует высокую результативность.39 Отзывы подчеркивают, что время ожидания экспертного ответа на реальный вопрос в дневное время здесь редко превышает 30 минут.39 В этой же нише стоит отметить **The Entrepreneur Exchange**, сообщество общего профиля с низкой долей саморекламы и мощными еженедельными потоками подотчетности (accountability threads), идеально подходящее для предпринимателей в сфере сервисного бизнеса.39 + +Концепция платных сообществ доказала свою эффективность как механизм фильтрации шума. **Ramen Club**, платная группа в Slack, организованная лондонским фаундером Чарли Уордом, объединяет основателей, стремящихся достичь уровня "ramen profitable" (дохода, достаточного для покрытия базовых жизненных потребностей).40 Аналогичную функцию выполняют высокоспециализированные SEO-сообщества вроде **Traffic Think Tank**, объединяющие SaaS-маркетологов и старших специалистов, готовых платить за доступ к инсайтам без информационного мусора.42 Однако организаторы сообществ признают, что успех таких инициатив часто зависит от офлайн-компонента; так, успешность Ramen Club во многом обусловлена регулярными личными встречами Indie Beers в Лондоне и Лиссабоне, что компенсирует усталость аудитории от бесконечных Zoom-коллов постпандемийной эпохи.43 + +Особый статус в 2026 году приобрело сообщество **Lovable Community**. В связи с бумом Vibe Coding, Discord-сервер этого инструмента объединил более 160 000 разработчиков, основателей и энтузиастов по всему миру.44 Сообщество функционирует как глобальный хаб генеративной разработки, регулярно организуя офлайн-хакатоны в десятках стран (от Сингапура до Италии, Норвегии и Аргентины).44 Культура внутри Lovable Discord отличается высоким уровнем практической взаимопомощи: от совместного решения архитектурных проблем до использования специализированных обходных путей. Например, нетехнические фаундеры используют официальных Discord-ботов сообщества для маршрутизации своих промптов к ИИ, что позволяет обходить лимиты на списание кредитов внутри самой платформы Lovable, экономя значительные средства при интенсивном прототипировании.45 + +Для основателей, выбравших путь традиционной No-Code разработки без использования генеративного ИИ, центральным хабом остается **No Code Founders (NCF)**. Это сообщество, объединяющее тысячи специалистов, фокусируется на прозрачном обмене архитектурами (tech stacks), используемыми для вывода продуктов на рынок. Основатель Bubble Эммануэль Страшнов отмечает, что NCF удалось собрать аудиторию вовлеченных фаундеров, строящих полномасштабные бизнесы исключительно на инструментах визуального программирования.46 + +Ниже представлена сравнительная характеристика наиболее эффективных сетевых ресурсов для нетехнических фаундеров. + +| Название сообщества | Платформа | Модель доступа | Основная ценность (High-Signal Value) | Идеальный профиль участника | +| :---- | :---- | :---- | :---- | :---- | +| **Indie Hackers** | Discord / Forum | Бесплатно (модерируемо) | Поиск кофаундеров, быстрая обратная связь, прозрачность выручки | Бутстрапперы, соло-фаундеры, разработчики side-проектов | +| **Lovable Community** | Discord | Бесплатно | Практическая помощь по Vibe Coding, обход лимитов, глобальные офлайн-хакатоны | Энтузиасты генеративной разработки, участники воркшопов | +| **No Code Founders** | Slack / Web | Бесплатно | Проверенные архитектуры No-Code решений, консультации по Bubble / Webflow | Традиционные No-Code разработчики, MVP-строители | +| **Ramen Club** | Slack | Платно | Строгий фильтр от спама, фокус на достижении базовой рентабельности, офлайн-митапы | SaaS-фаундеры, ищущие глубокий нетворкинг без агрессивного маркетинга | +| **The Entrepreneur Exchange** | Discord | Бесплатно (строгая модерация) | Еженедельная подотчетность, низкий уровень самопиара, общие бизнес-стратегии | Предприниматели сферы услуг, генералисты | + +Помимо выбора сообщества, фаундеры должны понимать архитектуру современных платформ для управления комьюнити. Если основатель сам решает создать закрытое сообщество вокруг своего стартапа, на смену традиционным форумам приходят такие инструменты, как Circle и Geneva. Circle предлагает глубокую аналитику вовлеченности, монетизацию через закрытые уровни (tiers) и бесшовную интеграцию данных через Zapier и Notion, превращая сообщество из площадки для общения в управляемый канал продаж и удержания клиентов.50 + +## **Стратегии найма в эпоху AI-Augmented Engineering** + +Несмотря на возможности генеративного прототипирования, стадия масштабирования технологического бизнеса, интеграции сложных корпоративных систем и обеспечения безопасности данных неминуемо требует привлечения профессиональных инженеров.25 В 2026 году глобальный рынок труда разработчиков переживает структурный кризис: дефицит талантов растет, ожидается около 2 миллионов открытых вакансий, а средняя заработная плата Senior-инженера в США достигла 235 000 долларов в год при снижении показателя принятия офферов (acceptance rate) до критических 51%.52 В этих условиях стартапу с ограниченным бюджетом практически невозможно конкурировать за локальные кадры в Кремниевой долине. + +Однако внедрение искусственного интеллекта радикально трансформировало сам профиль кандидата. ИИ не вытеснил инженеров, а привел к появлению новой доминирующей категории специалистов — ИИ-аугментированных разработчиков (AI-Augmented Developer). Заработная плата таких специалистов на уровне Junior составляет от 85 000 до 120 000 долларов, однако благодаря использованию ИИ-копилотов они способны демонстрировать производительность на уровне Senior-инженеров.53 Появились и узкоспециализированные роли: AI Integration Engineer (100 000 – 140 000 долларов), чья задача — безопасное связывание закрытых систем генеративного ИИ с унаследованной архитектурой компании, и AI Quality Engineer (90 000 – 120 000 долларов), специализирующийся исключительно на тестировании и валидации кода, сгенерированного машиной.53 + +Изменение профиля разработчика требует от нетехнического фаундера полного пересмотра методологии проведения собеседований. Навык написания кода больше не является основным проверяемым параметром. Главной компетенцией в 2026 году стала способность инженера брать на себя ответственность за сложные системы и направлять ИИ.54 Эксперты индустрии подчеркивают, что искусственный интеллект способен генерировать алгоритмы, но именно человек придает этому коду смысл и направление.55 Следовательно, вместо алгоритмических тестов, собеседование должно фокусироваться на системном мышлении и софт-скиллах, включая способность объяснять технические концепции нетехническим стейкхолдерам.56 Ключевые вопросы для найма в 2026 году включают: + +1. Как вы модернизируете существующую функцию, не вызывая непреднамеренных сбоев в других областях системы? +2. Как вы распознаете, что проблема была решена системно на долгий срок, а не просто временно "заплатана"? +3. Каким образом вы интегрируете ИИ-инструменты в свою повседневную работу, сохраняя при этом жесткий контроль над качеством и безопасностью архитектуры?.54 + +Экономическое давление вынуждает стартапы обращаться к глобальному арбитражу талантов. Компании выбирают офшорную разработку не просто ради снижения затрат, а потому что квалифицированные кадры в нужном объеме физически отсутствуют на локальных рынках США и Европы.57 География аутсорсинга в 2026 году претерпела значительные изменения. Индийский технологический сектор, продемонстрировавший рост на 8,4% и перешагнувший рубеж в 200 миллиардов долларов экспорта программного обеспечения, сформировал второй по величине пул ИИ-талантов в мире после США.57 Значимым трендом стало смещение фокуса найма из перегретых мегаполисов вроде Бангалора в технологические хабы второго уровня (Tier-2), такие как Джайпур, Кочи, Индаур и Коимбатур. Инженеры мирового класса в этих регионах доступны по ставкам на 20-30% ниже столичных, формируя высококонкурентный офшорный ценовой диапазон от 15 до 70 долларов в час.57 + +Для минимизации рисков при найме нетехническим основателям настоятельно рекомендуется избегать найма "универсалов" и искать специалистов с глубоким пониманием фундаментальных принципов машинного обучения (ML engineering fundamentals).58 Кроме того, использование платформ предварительного технического тестирования (например, Devskiller) позволяет объективно оценить реальные навыки кандидата и его рабочую этику до проведения интервью, отсеивая поток неквалифицированных заявок.58 + +Выбор платформы для найма зависит от бюджета, требуемой экспертизы и временных рамок проекта. Сравнительная характеристика ведущих платформ для найма ИИ-аугментированных разработчиков представлена в таблице ниже. + +| Модель найма и Платформа | Специфика и качество проверки кандидатов (Vetting) | Среднее время закрытия вакансии | Оценочная стоимость разработки | Географический охват | +| :---- | :---- | :---- | :---- | :---- | +| **Onshore (Локальный найм, США/ЕС)** | Культурное соответствие, отсутствие языковых барьеров | 30–60+ дней | $130,000 – $210,000+ / год | Локально | +| **Nearshore (LatHire)** | Экономичность, идеальное совпадение часовых поясов | 2–5 дней | $45 – $100 / час | LATAM (Латинская Америка) | +| **Offshore Expert (Toptal)** | Senior-инженеры (топ 3%), многоуровневое тестирование | 1–5 дней | $90 – $200+ / час | Глобально (офшор/ниаршор) | +| **Offshore Expert (AI People Agency)** | Комплексный скрининг узкоспециализированных ИИ-талантов | \< 48 часов | $90 – $250+ / час | Глобально | +| **AI-First Software Agency (Seedium)** | Проектная разработка "под ключ", ИИ-копилоты, LLM интеграции | Зависит от объема проекта | Проектная оценка (SOW) | Глобально (Фокус на США/ЕС) | +| **Mass Market Offshore (Upwork)** | Самостоятельная базовая оценка фаундером, точечные задачи | 1–3 дня | $35 – $120+ / час | Глобально | + +## **Синтез и определение самого эффективного курса на 2026 год** + +Исследование демонстрирует, что концепция «одного универсального курса» для нетехнических основателей в 2026 году является ошибочной. Эффективность образовательной траектории жестко детерминирована архетипом самого основателя, его доступом к капиталу и стратегией вывода продукта на рынок. На основе всестороннего анализа мы определяем двух абсолютных лидеров рынка, закрывающих полярные, но одинаково критические потребности стартап-экосистемы. + +### **Выбор №1 для стратегических лидеров и визионеров: Tech for Non-Technical Founders** + +Если основатель обладает глубоким пониманием болей индустрии (domain expertise), располагает стартовым капиталом, планирует привлекать венчурное финансирование или трансформировать уже существующий традиционный бизнес, самым эффективным курсом на 2026 год признается программа Софии Матвеевой **«Tech for Non-Technical Founders»**.4 + +Фундаментальное преимущество данной методологии заключается в ее превентивной природе. В то время как большинство технических курсов учат "как нажимать кнопки", программа Матвеевой формирует управленческий каркас, предотвращающий катастрофическое выгорание бюджета на ранних стадиях.4 Научившись валидировать гипотезы с помощью таблиц и No-Code решений до взаимодействия с инженерами, грамотно составлять технические задания и управлять де\-рискингом проекта, выпускники курса обретают способность руководить сложными технологическими процессами, оставаясь в бизнес-контуре.4 Наличие индивидуального коучинга от действующих руководителей из Meta и Google обеспечивает беспрецедентный уровень экспертизы, а доказанные кейсы выпускников, привлекающих инвестиции и достигающих рентабельности за несколько месяцев, подтверждают наивысший показатель возврата инвестиций (ROI) среди всех проанализированных программ.9 + +### **Выбор №1 для инди-хакеров и соло-разработчиков: Vibe Coding Data-Enabled AI Apps** + +В сценарии, когда основатель ограничен в ресурсах, развивает проект по модели бутстраппинга и ставит целью самостоятельное создание и запуск полнофункционального программного обеспечения без привлечения сторонних агентств, безусловным лидером является интенсив Дрю Фалкмана **«Vibe Coding Data-Enabled AI Apps for Product Managers, Designers, and Founders»** на платформе Maven.12 + +Данный курс представляет собой квинтэссенцию технологического сдвига 2026 года. В отличие от устаревших визуальных No-Code конструкторов, генерирующих закрытый и немасштабируемый код, курс Фалкмана обучает использованию связки ИИ-инструментов нового поколения: интерфейсного генератора Lovable и профессиональной базы данных Supabase.12 Программа преодолевает главный барьер нетехнических фаундеров — настройку серверной инфраструктуры и баз данных, обучая работе с SQL, API, функциями аутентификации и платежами через Stripe посредством естественного языка (Vibe Coding).12 Эта программа буквально наделяет нетехнического специалиста производственной мощностью полноценного инженерного отдела, позволяя тестировать сложные бизнес-идеи в рабочей среде с минимальными финансовыми затратами. + +Таким образом, актуальная стратегия обучения для нетехнического основателя в 2026 году сводится к осознанному выбору между формированием компетенции системного архитектора, управляющего ИИ-моделями на макроуровне, и компетенции бизнес-визионера, способного безопасно интегрировать глобальные инженерные таланты в свой проект. Вне зависимости от выбранного пути, синергия этих образовательных программ с активным участием в High-Signal сообществах формирует наиболее надежный фундамент для построения технологического стартапа в эпоху тотальной автоматизации. + +#### **Источники** + +1. The ONLY 3 AI Skills You Need In 2026 (Don't Fall Behind), дата последнего обращения: мая 12, 2026, [https://www.youtube.com/watch?v=9pSCgotdcOU](https://www.youtube.com/watch?v=9pSCgotdcOU) +2. Vibe Coding: Opportunity or Distraction? \- Creator Science, дата последнего обращения: мая 12, 2026, [https://creatorscience.com/vibe-coding/](https://creatorscience.com/vibe-coding/) +3. Vibe coding \- GitHub Gist, дата последнего обращения: мая 12, 2026, [https://gist.github.com/MangaD/89aecf8511a4d3f49332f272aa589d59](https://gist.github.com/MangaD/89aecf8511a4d3f49332f272aa589d59) +4. Tech for Non-Technical Founders, дата последнего обращения: мая 12, 2026, [https://www.techfornontechies.co/tech-for-non-technical-founders](https://www.techfornontechies.co/tech-for-non-technical-founders) +5. Tech for Non-Techies \- Apple Podcasts, дата последнего обращения: мая 12, 2026, [https://podcasts.apple.com/gb/podcast/tech-for-non-techies/id1516475320](https://podcasts.apple.com/gb/podcast/tech-for-non-techies/id1516475320) +6. Membership (Updated) \- Tech For Non-Techies, дата последнего обращения: мая 12, 2026, [https://www.techfornontechies.co/membership](https://www.techfornontechies.co/membership) +7. Tech for Non-Techies \- Practical app & AI strategy for non-technical founders., дата последнего обращения: мая 12, 2026, [https://techfornontechies.libsyn.com/2020/07](https://techfornontechies.libsyn.com/2020/07) +8. Listen to Tech for Non-Techies podcast | Deezer, дата последнего обращения: мая 12, 2026, [https://www.deezer.com/en/show/1001070362](https://www.deezer.com/en/show/1001070362) +9. 286: Lessons from Meta and Google for non-technical founders in 2026, дата последнего обращения: мая 12, 2026, [https://www.techfornontechies.co/blog/286-lessons-from-meta-and-google-for-non-technical-founders-in-2026](https://www.techfornontechies.co/blog/286-lessons-from-meta-and-google-for-non-technical-founders-in-2026) +10. BONUS: From 0 to 1 where your tech venture will be by February, дата последнего обращения: мая 12, 2026, [https://www.techfornontechies.co/blog/from-0-to-1-where-your-tech-venture-will%20be-by-february](https://www.techfornontechies.co/blog/from-0-to-1-where-your-tech-venture-will%20be-by-february) +11. 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Build a Great Startup in 2025 with the FI San Diego Startup Accelerator \- Founder Institute, дата последнего обращения: мая 12, 2026, [https://fi.co/insight/build-a-great-startup-in-2025-with-the-fi-san-diego-startup-accelerator-san-diego](https://fi.co/insight/build-a-great-startup-in-2025-with-the-fi-san-diego-startup-accelerator-san-diego) +22. It is time to build the future. Applications Now Open to Founder Institute Sydney Virtual Spring 2020, дата последнего обращения: мая 12, 2026, [https://fi.co/insight/it-is-time-to-build-the-future-applications-now-open-to-founder-institute-sydney-virtual-spring-2020](https://fi.co/insight/it-is-time-to-build-the-future-applications-now-open-to-founder-institute-sydney-virtual-spring-2020) +23. Founder Bootcamps | Supercharge your entrepreneurial skills, дата последнего обращения: мая 12, 2026, [https://fi.co/bootcamps](https://fi.co/bootcamps) +24. Resources | Fathy Rashad, дата последнего обращения: мая 12, 2026, [https://www.mfrashad.com/resources](https://www.mfrashad.com/resources) +25. Non-Technical Founder's Guide 2026 \- Chrono Innovation, дата последнего обращения: мая 12, 2026, [https://www.chronoinnovation.com/resources/non-technical-founder-guide-2026/](https://www.chronoinnovation.com/resources/non-technical-founder-guide-2026/) +26. Founder in Residence at Woz (San Francisco) \- Y Combinator, дата последнего обращения: мая 12, 2026, [https://www.ycombinator.com/companies/woz/jobs/Nsh4F78-founder-in-residence-at-woz-san-francisco](https://www.ycombinator.com/companies/woz/jobs/Nsh4F78-founder-in-residence-at-woz-san-francisco) +27. OpenBuilder: The vibe coding platform where builders actually finish. \- Y Combinator, дата последнего обращения: мая 12, 2026, [https://www.ycombinator.com/companies/openbuilder](https://www.ycombinator.com/companies/openbuilder) +28. Non technical founders at YC, what are you building? : r/ycombinator \- Reddit, дата последнего обращения: мая 12, 2026, [https://www.reddit.com/r/ycombinator/comments/1hu5wxx/non\_technical\_founders\_at\_yc\_what\_are\_you\_building/](https://www.reddit.com/r/ycombinator/comments/1hu5wxx/non_technical_founders_at_yc_what_are_you_building/) +29. AI for Product Managers: The Best Courses, Programs, & Training for Building AI-Powered Products | Leland, дата последнего обращения: мая 12, 2026, [https://www.joinleland.com/library/a/ai-for-product-managers](https://www.joinleland.com/library/a/ai-for-product-managers) +30. AI Courses Online \- Reforge, дата последнего обращения: мая 12, 2026, [https://www.reforge.com/course-categories/ai](https://www.reforge.com/course-categories/ai) +31. I Tried 30 AI Engineering Courses: Here are the Best 5, дата последнего обращения: мая 12, 2026, [https://www.youtube.com/watch?v=LYCBOk8b790\&vl=en](https://www.youtube.com/watch?v=LYCBOk8b790&vl=en) +32. 5 Free AI Certifications That Turn Into High Paying Jobs (2026 Update), дата последнего обращения: мая 12, 2026, [https://www.youtube.com/watch?v=fUkkXYs2Luo](https://www.youtube.com/watch?v=fUkkXYs2Luo) +33. Top 10 Best AI Courses for Non-IT Background (2026) | Expert Review \- LogicMojo, дата последнего обращения: мая 12, 2026, [https://www.logicmojo.com/best-ai-courses-non-it-background/](https://www.logicmojo.com/best-ai-courses-non-it-background/) +34. Best No-Code Development Courses & Certificates \[2026\] \- Coursera, дата последнего обращения: мая 12, 2026, [https://www.coursera.org/courses?query=no-code%20development](https://www.coursera.org/courses?query=no-code+development) +35. ТОП-10 онлайн-курсов по запуску стартапов 2026 года \- tutortop, дата последнего обращения: мая 12, 2026, [https://tutortop.ru/courses\_selection/kursy\_po\_zapusku\_razvitiyu\_startapov/](https://tutortop.ru/courses_selection/kursy_po_zapusku_razvitiyu_startapov/) +36. ТОП-25 курсов по запуску стартапов в 2026 году \- KursHub, дата последнего обращения: мая 12, 2026, [https://kurshub.ru/kursy/luchshie-startap-kursy/](https://kurshub.ru/kursy/luchshie-startap-kursy/) +37. Where do you actually find the best private/invite-only Slack, Discord & Telegram communities for founders in 2026? : r/SaaS \- Reddit, дата последнего обращения: мая 12, 2026, [https://www.reddit.com/r/SaaS/comments/1say6lk/where\_do\_you\_actually\_find\_the\_best/](https://www.reddit.com/r/SaaS/comments/1say6lk/where_do_you_actually_find_the_best/) +38. Scale SaaS Onboarding Without Losing Customer Success | ARISE GTM, дата последнего обращения: мая 12, 2026, [https://arisegtm.com/blog/scaling-onboarding-without-sacrificing-customer-success](https://arisegtm.com/blog/scaling-onboarding-without-sacrificing-customer-success) +39. Best Discord Servers for Entrepreneurs (2026 Ranked Guide) \- Talk Shop, дата последнего обращения: мая 12, 2026, [https://www.letstalkshop.com/blog/best-discord-servers-for-entrepreneurs-2026](https://www.letstalkshop.com/blog/best-discord-servers-for-entrepreneurs-2026) +40. The best startup communities in 2026 \- Product Hunt, дата последнего обращения: мая 12, 2026, [https://www.producthunt.com/categories/startup-communities](https://www.producthunt.com/categories/startup-communities) +41. The best communities for founders \- High Signal, дата последнего обращения: мая 12, 2026, [https://www.highsignal.io/the-best-communities-for-founders/](https://www.highsignal.io/the-best-communities-for-founders/) +42. 3 Top SaaS Link Building Communities to Join in 2026 \- Indie Hackers, дата последнего обращения: мая 12, 2026, [https://www.indiehackers.com/post/3-top-saas-link-building-communities-to-join-in-2026-f0938ea6d0](https://www.indiehackers.com/post/3-top-saas-link-building-communities-to-join-in-2026-f0938ea6d0) +43. I'm shutting down my founder community \- Pete Codes, дата последнего обращения: мая 12, 2026, [https://www.petecodes.io/shutting-down-founder-community/](https://www.petecodes.io/shutting-down-founder-community/) +44. Join the Lovable Community | Lovable Discord or Browse Events, дата последнего обращения: мая 12, 2026, [https://lovable.dev/community](https://lovable.dev/community) +45. Method to Use Lovable WITHOUT Burning Credits: Send Prompts via Discord Bot (2026 still working) : r/vibecoding \- Reddit, дата последнего обращения: мая 12, 2026, [https://www.reddit.com/r/vibecoding/comments/1qn4pni/method\_to\_use\_lovable\_without\_burning\_credits/](https://www.reddit.com/r/vibecoding/comments/1qn4pni/method_to_use_lovable_without_burning_credits/) +46. Best No-Code Communities, Curated Lists & Resources in 2026 \- Peaka, дата последнего обращения: мая 12, 2026, [https://www.peaka.com/blog/best-no-code-communities/](https://www.peaka.com/blog/best-no-code-communities/) +47. Top No-Code Communities to Unlock in 2026 \- Quixy, дата последнего обращения: мая 12, 2026, [https://quixy.com/blog/no-code-communities-for-digital-transformation/](https://quixy.com/blog/no-code-communities-for-digital-transformation/) +48. 20 Vibrant No-Code Communities & Forums 2026 \[Free To Join\] \- CodeConductor.ai, дата последнего обращения: мая 12, 2026, [https://codeconductor.ai/blog/no-code-communities/](https://codeconductor.ai/blog/no-code-communities/) +49. The Honest Guide to Finding Good Bubble Help (Without Wasting, дата последнего обращения: мая 12, 2026, [https://coachingnocodeapps.com/how-to-find-a-bubble-developer](https://coachingnocodeapps.com/how-to-find-a-bubble-developer) +50. Best Online Community Platforms for US Founders in 2026 \- Fueler, дата последнего обращения: мая 12, 2026, [https://fueler.io/blog/best-online-community-platforms-for-us-founders](https://fueler.io/blog/best-online-community-platforms-for-us-founders) +51. How Non-Tech Entrepreneurs Can Create AI Startups \- Momen.app, дата последнего обращения: мая 12, 2026, [https://momen.app/blogs/non-tech-founders-build-ai-startups/](https://momen.app/blogs/non-tech-founders-build-ai-startups/) +52. Developer recruitment strategies for 2026 | daily.dev, дата последнего обращения: мая 12, 2026, [https://recruiter.daily.dev/resources/developer-recruitment-strategies-2026/](https://recruiter.daily.dev/resources/developer-recruitment-strategies-2026/) +53. The 2026 AI Job Disruption Report: Which Roles Are Being Eliminated, Which Are Being Created, and How to Position Yourself, дата последнего обращения: мая 12, 2026, [https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026](https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026) +54. Comparison: Vibe coder vs. AI augmented developer | Knowledge \- Langmeier Backup, дата последнего обращения: мая 12, 2026, [https://www.langmeier-software.com/en/seiten/wissen/comparison-of-vibe-coder-vs-ai-augmented-developer](https://www.langmeier-software.com/en/seiten/wissen/comparison-of-vibe-coder-vs-ai-augmented-developer) +55. 20 Tech Leaders Reveal How AI Is Transforming Software Development | ITProfiles, дата последнего обращения: мая 12, 2026, [https://itprofiles.com/resources/how-ai-is-transforming-software-development](https://itprofiles.com/resources/how-ai-is-transforming-software-development) +56. Will AI Replace Developers? The Real Truth \- SourceKode, дата последнего обращения: мая 12, 2026, [https://www.sourcekode.in/blog/chatgpt-copilot-replacing-developers-truth/](https://www.sourcekode.in/blog/chatgpt-copilot-replacing-developers-truth/) +57. Offshore Software Development in 2026: The No-BS Guide to Building a Remote Dev Team That Actually Ships | by Megha Verma | Predict \- Medium, дата последнего обращения: мая 12, 2026, [https://medium.com/predict/offshore-software-development-in-2026-the-definitive-guide-d81f3e822c95](https://medium.com/predict/offshore-software-development-in-2026-the-definitive-guide-d81f3e822c95) +58. How​‍​‌‍​‍‌​‍​‌‍​‍‌ to Hire AI Developers: The Complete 2026 Guide | Stackademic, дата последнего обращения: мая 12, 2026, [https://stackademic.com/blog/how-to-hire-ai-developers-the-complete-2026-guide](https://stackademic.com/blog/how-to-hire-ai-developers-the-complete-2026-guide) \ No newline at end of file diff --git a/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.01-course-modules.md b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.01-course-modules.md new file mode 100644 index 000000000..96410046a --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.01-course-modules.md @@ -0,0 +1,245 @@ +# Course Modules - Tech for Non-Technical Founders 2026 + +**Project**: 2605-tech-for-non-technical-founders +**Last updated**: 2026-05-12 (replaces previous `20.01-content-pillars.md`; pillars structure rejected by user, modules structure adopted) + +This document defines the **8-module course architecture**. Each module has: + +- **Input**: what the reader brings from the previous module +- **Output**: the deliverable they walk away with +- **Checkpoint**: how they know they can move on +- **Artifact**: the template/worksheet they fill in +- **Posts**: the individual chapters within the module + +The course is a **journey, not a topic list.** A reader who completes the course holds a **Founder OS**: a stack of filled artifacts that document their validated problem, Product Brief, build decision, live MVP, oversight rhythm, contingency plan, and AI interrogation kit. + +**Simplest-path doctrine** (memory ref: `feedback_kiss_simplest_solutions_only.md`): main path teaches the simplest method that already works for a solo non-tech founder. Structured frameworks (Foundation Sprint, JTBD Canvas, Shape Up, Continuous Discovery, Impact Mapping, User Story Mapping, Lean Inception, Empathy Mapping, Design Sprint) are demoted to optional "Advanced" sidebars at the bottom of Modules 1, 2, and 5. + +--- + +## Module 0 - Where Are You? + +- **Input**: An idea, an instinct, or an ongoing project that feels stuck. +- **Output**: A self-diagnosis: which module to start with. +- **Checkpoint**: You know your starting module and can name the next deliverable you'll produce. +- **Artifact**: Self-Assessment Worksheet (10 questions; outputs your entry module). +- **Posts**: `0.1 Course Map + Self-Assessment` (net-new). + +### The 10 self-assessment questions + routing logic + +| # | Question | Answer routes to | +|---|---|---| +| 1 | Have you talked to 10+ potential customers about the problem you want to solve? | No → Module 1. Yes → Q2. | +| 2 | Do you have a one-page written Product Brief (what you're building, for whom, why now)? | No → Module 2. Yes → Q3. | +| 3 | Have you decided whether to ship self-serve or hire a team? | No → Module 3. Yes → Q4. | +| 4 | Are you actively shipping software (you have a staging URL real users can click, OR a signed contract with a team)? | No → Module 4A (self-serve) or 4B (hire) based on Q3. Yes → Q5. | +| 5 | Do you own the GitHub org, AWS root account, domain registrar, and database under your company email? | No → Module 5 (start with 5.5 Ownership Audit). Yes → Q6. | +| 6 | Are you running a weekly oversight rhythm (Friday demo + standup with the 3 questions + plain-English weekly report)? | No → Module 5. Yes → Q7. | +| 7 | In the last 30 days, has your team had a milestone slip, a runaway invoice, or a quality issue you can't diagnose? | Yes → Module 6. No → Q8. | +| 8 | Does your product or team touch AI (Cursor, ChatGPT, vibe coding, AI agents, LLM calls in production)? | Yes → Module 7. No → Q9. | +| 9 | Do you understand the AI token costs your team is passing through to your invoice? | No → Module 7.2. Yes → Q10. | +| 10 | Have you ever asked your team to walk you through a real PR they reviewed last week? | No → Module 5.3. Yes → graduate; the curriculum is your reference library now. | + +**Routing summary**: most readers route to Module 1, 2, 3, 4A, or 4B at Q1-Q4. Burned founders skip ahead to Q5-Q7 and land in Module 5 or 6. AI-exposed founders branch to Module 7 at Q8. + +The artifact prints these 10 questions with checkboxes and a routing flowchart. Reader fills it in 5 minutes, writes their starting module at the top of a Notion doc, and works forward from there. + +--- + +## Module 1 - Validate the Problem + +*Idea → Validated Problem* + +- **Input**: A hunch. +- **Output**: A one-page validated problem statement backed by 10+ real conversations. +- **Checkpoint**: 10 customer interviews complete · one-page problem statement signed by 2 peers/advisors. +- **Artifact**: Module 1 Toolkit (Outreach Sequence Template + Mom Test Interview Script + Validated Problem Statement Template). +- **Posts**: + - `1.1 Find 10 People with the Problem in 2026` (net-new) - outreach: Reddit / LinkedIn / Discord mining + Clay or Apollo for list building + Lindy AI agent for sequence + paid panels (User Interviews, Respondent) as backup + smoke-test landing page on Carrd/Framer with £100-200 of paid traffic. + - `1.2 The Mom Test - Ask About the Past, Not the Future` (net-new) - Rob Fitzpatrick's 5-question script; how to avoid leading questions; what emotional language to listen for. + - `1.3 Write Down What You Heard, Decide What's Next` (net-new) - one-page validated problem statement template; the "3 pre-orders = green light" rule. +- **Advanced sidebar** (optional, for teams): Empathy Mapping (Dave Gray), JTBD Canvas 2 (Jim Kalbach, 2023), Customer Journey, Continuous Discovery (Teresa Torres) + Opportunity Solution Tree. + +--- + +## Module 2 - Design the Solution + +*Validated Problem → Product Brief* + +- **Input**: Validated problem from Module 1. +- **Output**: A one-page Product Brief (Vibe PRD) describing what you're building, for whom, why now. +- **Checkpoint**: One-page Brief signed by 2 advisors/peers. +- **Artifact**: Vibe PRD Template (Product Brief). +- **Posts**: + - `2.1 Five Tech Words to Stop Nodding At` (drafted) - vocabulary you need to read the answers you'll get back. + - `2.2 The One-Page Product Brief (Vibe PRD)` (net-new) - the simplest format: who, what problem, what they currently do, what you'll build, what you won't build, how you'll know it worked. + - `2.3 Stop Specifying Features. Start Specifying Outcomes.` (net-new) - one technique that prevents over-engineering. Teaches the job-story format inside as a tactic, not as a framework name. References post 5.6 "Simple Admin Panel → Spaceship" as the cautionary tale. Renamed 2026-05-12 to remove framework leak per `feedback_kiss_simplest_solutions_only.md`. +- **Advanced sidebar** (optional, for teams): Impact Mapping (Gojko Adzic), Foundation Sprint (Knapp/Zeratsky, *Click* April 2025), Design Sprint (Knapp 2016), Lean Inception (Paulo Caroli), User Story Mapping (Jeff Patton). + +--- + +## Module 3 - Choose Your Build Path + +*Product Brief → Build Decision* + +- **Input**: Product Brief from Module 2. +- **Output**: A decision (self-serve OR hire) + a budget for the chosen path. +- **Checkpoint**: You've decided. Module 4A or Module 4B from here. +- **Artifact**: Build Path Decision Worksheet. +- **Posts**: + - `3.1 Should You Hire? The 2026 Decision Tree` (net-new) - the Airbnb test (validate without code); Rob Walling's "shed not skyscraper" warning; when DIY is enough. + - `3.2 The Fractional CTO Bridge - 5 Hours a Week Beats a Co-founder` (net-new) - the $0-equity alternative to a 50%-equity technical cofounder. **Positioned generically (any Fractional CTO), NOT as a JT offer.** Per pure-lead-magnet doctrine (`feedback_curriculum_is_pure_lead_magnet.md`). + +--- + +## Module 4A - Ship Self-Serve *(branch)* + +*Build Decision → Live MVP (self-serve)* + +- **Input**: Product Brief + decision to ship self-serve. +- **Output**: Live MVP at a staging URL real users can click. +- **Checkpoint**: MVP live · first 5 users testing · 2026 stack working end-to-end. +- **Artifact**: Self-Serve Stack Walkthrough PDF. +- **Posts**: + - `4A.1 The Self-Serve Stack: Lovable + Supabase + Stripe` (net-new) - what each tool does in plain English, how they connect, what a real founder shipped on this stack. Communities (Lovable Discord, Indie Hackers, No Code Founders) referenced inline. + - `4A.2 Vibe Coding Done Right - The 5 Ceiling Signals` (net-new) - when AI builds hit the architectural ceiling. Trigger to route to Module 4B (hire to expand). + +--- + +## Module 4B - Hire & Ship *(branch)* + +*Build Decision → Live MVP (hired team)* + +- **Input**: Product Brief + decision to hire OR Module 4A ceiling hit. +- **Output**: Live MVP shipped by a hired team + signed contract that protects you + code in YOUR GitHub org. +- **Checkpoint**: Contract signed · kickoff scheduled · GitHub org under your email. +- **Artifact**: Hiring Kit (Where-to-Hire Map + Hiring Interview Script + SOW Reading Guide). +- **Posts**: + - `4B.1 Who You're Hiring in 2026 and Where to Find Them` (net-new) - the AI-Augmented Developer profile ($85-120K Junior with Senior productivity); onshore vs nearshore vs Tier-2 offshore ($15-70/hr Indian cities, LATAM nearshore, US onshore reality). + - `4B.2 The Hiring Interview That Catches AI Theater` (net-new) - 7 questions extending the existing "We Use AI" lead magnet; how to verify the engineer can direct AI rather than type prompts. + - `4B.3 When Cheap Developers Get Expensive` (wrap: 2510 NEW-L) - the student-developer 20-hour-week trap, the freelancer 5-project trap. + - `4B.4 Reading the SOW Clause by Clause` (drafted) - 8 clauses agencies hope you skim. + +--- + +## Module 5 - Manage Your Build + +*Hired Team → Working Software* + +- **Input**: A team in place + a signed SOW. +- **Output**: A weekly oversight rhythm running. By month 3 you can tell whether your team is shipping or stalling without reading code. +- **Checkpoint**: Friday demos running 4 weeks · ownership audit clean · weekly report arriving Mondays. +- **Artifacts**: Founder Oversight Toolkit (Friday Demo Template + Ownership Checklist + Weekly Report Template + Org Chart Audit Template). +- **Posts**: + - `5.1 The Org Chart Your Dev Shop Won't Draw For You` (drafted) - 6 questions that surface who's actually on your project. + - `5.2 The Friday Demo Rule` (wrap: 2510 NEW-J) - the 15-minute weekly ritual that catches fake progress. + - `5.3 Three Questions That Turn Standup Into Proof` (drafted) - daily catch-fake-progress script. + - `5.4 The Plain-English Weekly Dev Report` (wrap: 2510 NEW-A) - what a real weekly report looks like. + - `5.5 Who Owns Your GitHub, AWS, and Database?` (wrap: 2510 NEW-K) - the 12-item ownership audit. + - `5.6 You Asked for a Simple Admin Panel; You Got a Spaceship` (wrap: 2510 NEW-I) - Job Stories vs over-engineering; references back to post 2.3. +- **Verification-layer requirement** (added 2026-05-12 per Alex/ICP-E review): posts 5.2, 5.3, 5.4 must include a "what you cross-check the team's answer against" sidebar. Alex's old shop ran perfectly-formatted standups for 7 months while lying - format was real, content was theater. Posts must teach not just the question but the verification: `git log` for actual commits, AWS billing dashboard for real cost, staging URL clicks by the founder during the call. "Ask the question + verify the answer," not just "ask the question." +- **Advanced sidebar** (optional, for teams upgrading process): Shape Up (Basecamp - 6-week cycles + appetite + pitches), Continuous Discovery during build (Teresa Torres - weekly interviews continue), User Story Mapping for release planning (Jeff Patton). + +--- + +## Module 6 - When Things Break + +*Failed Build → Recovery Decision* + +- **Input**: A failed Friday demo · a dropped milestone · a runaway invoice. +- **Output**: A documented decision (salvage / freeze / rebuild) + a 30/60/90 day plan. +- **Checkpoint**: Decision documented · recovery plan in flight · independent reviewer signed off. +- **Artifact**: Salvage vs Rebuild Decision Tree (already drafted). +- **Posts**: + - `6.1 Salvage or Rebuild: A 6-Question Decision Tree` (wrap: 2510 NEW-M) - the 30-minute structured decision. + - `6.2 How to Switch Dev Shops Without Losing the Codebase` (wrap: 2510 NEW-C) - the 30-day transition playbook + the "investor legend" trick. + +--- + +## Module 7 - Manage AI-Era Risks + +*Running Product → Interrogation System* + +- **Input**: A product or team touching AI (most do in 2026). +- **Output**: A system for interrogating any AI claim, predicting AI costs, and catching supply-chain attacks. +- **Checkpoint**: You can interrogate any AI claim in 5 minutes · monthly AI cost predicted within ±20% · supply-chain defense agreed in contract. +- **Artifacts**: AI 5-Question Script (already drafted) + AI Cost Worksheet (net-new). +- **Posts**: + - `7.1 "We Use AI" - Five Follow-Up Questions` (wrap: 2510 NEW-E) - vendor or hire interrogation in 30 minutes; dual-purpose with Module 4B.2. + - `7.2 The AI Token Bill Your Agency Forgot to Mention` (wrap: 2510 NEW-D2) - predict and cap pass-through OpenAI/Anthropic charges. + - `7.3 Slopsquatting: The Supply Chain Attack Vibe Coding Created` (wrap: 2510 #20) - 2025 attack vector; what your shop must do before merge. + +--- + +## How modules connect (the journey map) + +``` +Module 0: Where Are You? + │ + ▼ +Module 1: Validate the Problem ── advanced: Empathy / JTBD / Journey / Continuous Discovery + │ + ▼ +Module 2: Design the Solution ── advanced: Impact Mapping / Foundation Sprint / Design Sprint / Lean Inception / User Story Mapping + │ + ▼ +Module 3: Choose Your Build Path + │ + ┌─────────┴─────────┐ + ▼ ▼ +Module 4A: Module 4B: +Ship Self-Serve Hire & Ship + │ │ + │ (ceiling hit? │ + │ route to 4B) │ + │ │ + └─────────┬─────────┘ + ▼ +Module 5: Manage Your Build ── advanced: Shape Up / Continuous Discovery / User Story Mapping + │ + ▼ + (if everything is fine: skip to 7) + │ + ▼ +Module 6: When Things Break (triggered on signal, not always) + │ + ▼ +Module 7: Manage AI-Era Risks (everyone using AI in build) +``` + +--- + +## What this is NOT + +- **Not** a "how to learn to code" course. The 100 School / Codecademy / Coding for Entrepreneurs angle is well served by others. +- **Not** a fundraising or operations course. YC Startup School and Sophia Matveeva own that. +- **Not** a "build with no-code only" course. Lovable's own community + WeAreNoCode own that. +- **Not** a cohort. No live sessions, no certificates, no graded assignments. Free, self-paced, readable on a phone at 9pm. + +This is **specifically** the founder-as-buyer-of-engineering-services course. The reader is either about to hire, currently has a team, or has been burned. The course teaches the simplest path through the decision tree, with structured frameworks available as optional sophistication when team capacity allows. + +--- + +## Pure-lead-magnet positioning (added 2026-05-12) + +The course **does NOT sell JT services**. Memory ref: `feedback_curriculum_is_pure_lead_magnet.md`. + +- **No service CTAs** anywhere in the 26 posts: no "book a Control Audit," no "schedule a consultation," no "we can help with this." +- **Authorship credit stays** at the footer of every post: "Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum." +- **Email-gated artifact downloads** are the lead-capture mechanism (standard lead-magnet mechanics). +- **Module 3.2 Fractional CTO** is generic, not a JT offer. +- **No "When you need a human" row** in the course-nav table - the nav stays pure module-progression. + +## Viral-shareability requirements (added 2026-05-12) + +Every post in the 26-post syllabus must include: + +1. **Contrarian hook** in the opening 80 words ("Stop looking for a technical co-founder," not "How to find a CTO"). +2. **One quote-tweetable insight** (single sentence, 140-280 chars, stands alone outside the post). +3. **A specific tactic** the reader can execute this week (not abstract principles). +4. **A free downloadable artifact** referenced inline. +5. **A shareable headline structure** (Stop X / N things you get wrong / How X lost $Y / The thing your dev shop won't show you). + +Memory ref: `feedback_curriculum_viral_shareability.md`. + +The course's success metric is **share velocity + email captures + page-1 SEO ranks**, not consultation bookings. diff --git a/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.02-positioning-vs-courses.md b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.02-positioning-vs-courses.md new file mode 100644 index 000000000..b6205b7cf --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.02-positioning-vs-courses.md @@ -0,0 +1,86 @@ +# Positioning vs Paid Courses + +**Project**: 2605-tech-for-non-technical-founders +**Created**: 2026-05-12 +**Source**: `10-19-research/10.01-course-program-landscape.md` (full landscape of 19 programs) + +--- + +## The one-sentence positioning + +> A free, self-paced, 14-post curriculum that teaches non-technical founders the one thing every paid program skips: how to keep oversight of the developers you have already hired - in the AI-augmented era. + +--- + +## Why the gap exists + +Every paid program serves one of three buyer states: + +| Program cluster | Assumes the founder is | Examples | +|---|---|---| +| **Builder** | Solo non-technical builder shipping with AI / no-code | FI Vibecode, ZTM Vibe Coding, Maven Cursor bootcamp, Lovable, WeAreNoCode, 100 Days of AI | +| **Operator** | Already has a team or co-founder; needs ops, fundraising, GTM | YC Startup School, Techstars Founder Catalyst, Founder Institute Core, Antler | +| **Manager / PM** | Mid-career, already speaks engineering, optimizing org | Reforge, Section, Maven leadership tracks | + +ICP-E ("Alex, the burned non-technical founder") fits **none** of these. Alex hired a team, cannot evaluate the work, and needs to keep ownership of the codebase. The closest fit - Kukoyi 2017 - predates GitHub Copilot. + +--- + +## How the curriculum compares (head to head) + +| Curriculum | Format | Price | Covers "how to oversee a team you hired"? | Covers AI-era audit? | Updated for 2026? | +|---|---|---|---|---|---| +| **JT Tech for Non-Technical Founders 2026** | Free, self-paced, 14 posts + 5 artifacts + landing page | $0 | Yes (6 of 14 posts) | Yes (3 of 14 posts) | Yes | +| YC Startup School | Free, 7-week cohort + library | $0 | No (essays on hiring + TDD checklist only) | No | Yes | +| Founder Institute Core | Cohort | Tuition + equity | Light (IP / legal module only) | No | Yes | +| Reforge membership | Self-paced + live | $2,000/yr | Light (Mastering Product Delivery for engineers) | Light (AI Growth, growth angle) | Yes | +| Section | Live cohort sprints | $995/yr | No | Light (AI for managers) | Yes | +| FI Vibecode Bootcamp | Cohort + self-paced | $449 | No | No (teaches generation, not audit) | Yes | +| Maven Cursor Bootcamp | 3-week live cohort | $750 | No | No (teaches generation) | Last cohort Feb 2025 | +| ZTM Vibe Coding Bootcamp | Self-paced | $299 | No | Light (security / AI gauntlet section) | Yes | +| Tech For Non-Techies | Live + on-demand | $28-membership | Light (general tech literacy) | Light | Yes | +| 100 School / 100 Days of AI | Self-paced | Free + paid bootcamps | No | No (teaches generation) | Yes | +| Don't Hire a Software Developer (Kukoyi book) | Book | $9-25 | Yes (the hiring stage; not active management) | No - book predates the AI era | 2017 (8 years stale) | +| WeAreNoCode | Cohort | <$1,000 | No (teaches building) | No | Yes | + +**JT is the only entry that says yes to both** "covers oversight" and "AI-era audit." + +--- + +## Five reasons a founder picks this over paid courses + +1. **Free + indexed beats paid + gated.** A founder under stress searches Google at 2am, not a Slack workspace. YC Startup School wins precisely because it is free and indexed; JT plays the same game on a topic YC does not own. +2. **Founder voice, not consultant voice.** The 19 programs use definitional voice (Tech For Non-Techies), tool-evangelist voice (Lovable), or scare-stat voice (HyperNest TDD). JT writes founder-to-founder with specific failure mechanics ("the AWS root account is in their Gmail") and exact scripts ("ask for a Loom of the staging URL every Friday at 4pm"). +3. **Free downloadable artifacts.** Every post ships a checklist, template, or script. ZTM ships scorecards and converts well; JT does the same without the $299 paywall. +4. **2026-current, not 2017.** The book that owns the search term "non-technical founder hire developer" is 8 years old. JT's 2026 version cites slopsquatting, AI token bills, and agent safety. +5. **Backed by rescue evidence.** Every post can cite a real JT-rescued client (anonymized) where this oversight would have caught the failure. No paid program has the same first-party data moat. + +--- + +## Three reasons a founder picks a paid course **instead** + +(For honesty - and because the curriculum should not pretend to substitute for everything.) + +1. **Cohort accountability.** YC Startup School and Founder Institute include weekly check-ins. JT's curriculum is self-paced. Recommend YC Startup School in the curriculum landing page for founders who need cohort discipline. +2. **Equity and capital.** Antler, FI, and YC offer money or warrants. JT does not. Out of scope. +3. **Generation skills (no-code, vibe coding).** If the founder wants to BUILD without engineers, the FI Vibecode and Lovable paths are correct. JT's curriculum is for founders who already hired a team. Surface this distinction on the landing page so we do not waste reader time. + +--- + +## What we will NOT claim + +- We will **not** claim JT replaces YC. The JT curriculum is one layer (oversight); YC Startup School is broader. +- We will **not** badge the curriculum as a "course" or "bootcamp" - it is a free 14-post curriculum with downloadable artifacts. No certificates, no cohort. +- We will **not** invoke vague "industry-leading" / "comprehensive" language. The voice rules in `90.11` apply across every post. + +--- + +## Distribution implications + +| Channel | Action | +|---|---| +| Organic search | Each post targets one blue-ocean keyword (see `20.07` plan). Compound traffic over 6-12 months. | +| LinkedIn (Paul Keen) | Each post gets a paired LinkedIn post per `linkedin-post-pipeline.md`. Use the curriculum framing as a soft "I wrote a free curriculum on this" CTA. | +| Newsletter | Group the 14 posts into a 7-week email drip (2 posts / week) for new subscribers. | +| Sales conversations | Discovery call follow-up: "Here is the curriculum we wrote on this exact problem." Builds trust before contract. | +| Conference / podcast pitching | "We wrote the free 2026 successor to the only book on this topic" is a fundable narrative for podcast booking. | diff --git a/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.07-content-plan-tnt-founders-2026.md b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.07-content-plan-tnt-founders-2026.md new file mode 100644 index 000000000..390358a1a --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.07-content-plan-tnt-founders-2026.md @@ -0,0 +1,236 @@ +# Content Plan - Tech for Non-Technical Founders 2026 (26-post course) + +**Project**: 2605-tech-for-non-technical-founders +**Parent plan**: `../../2510-seo-content-strategy/20-29-strategy/20.07-content-plan-icp-e-q2-2026.md` +**Created**: 2026-05-12 (restructured from 14-post / 4-pillar to 26-post / 8-module) +**Voice rules**: `../../../90-99-content-strategy/strategy-analysis/90.11-voice-guide.md` +**Course modules**: `20.01-course-modules.md` (read first for input/output/checkpoint per module) + +--- + +## ⚠️ INTEGRATION RULES - read first + +1. **No parallel slugs.** 10 of 26 posts wrap existing 2510 slugs. The 2605 course adds curriculum frame via callout; does NOT create new slugs for existing 2510 entries. +2. **Course frame in every post.** Top callout `> **Module X · Step N**` after frontmatter + bottom `## Continue the course` 9-row module nav table with current module marked. +3. **Simplest method on main path.** Structured frameworks (Foundation Sprint, JTBD Canvas, Shape Up, Impact Mapping, Continuous Discovery, User Story Mapping, Lean Inception, Empathy Mapping, Design Sprint) appear ONLY in "Advanced (optional)" sidebar at the bottom of Modules 1, 2, and 5. Memory: `feedback_kiss_simplest_solutions_only.md`. +4. **All voice rules apply.** No length caps; cut test per section. Engagement first. +5. **≥3 handmade infographics per post** (Mermaid + sketchy SVG mix; Excalidraw aesthetic). Memory: `feedback_infographics_required.md`. +6. **Tech-stack defaults**: Rails/Django/Laravel + full-stack pattern. Memory: `feedback_jt_tech_stack_preferences.md`. +7. **ZERO JT service CTAs.** Course is a pure lead magnet (Option C positioning, adopted 2026-05-12). No "book a Control Audit," no "schedule a consultation," no service offers. Authorship credit stays at the footer; that's signing the work, not selling. Memory: `feedback_curriculum_is_pure_lead_magnet.md`. +8. **Every post engineered for viral sharing** on Reddit/Twitter/Facebook. Mandatory elements: (a) contrarian hook in opening 80 words, (b) one quote-tweetable insight 140-280 chars, (c) a specific tactic the reader can execute this week, (d) a free downloadable artifact, (e) a shareable headline structure. Memory: `feedback_curriculum_viral_shareability.md`. + +--- + +## 26 posts in course order + +### Module 0 - Where Are You? *(1 post)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 0.1 | `course-map-self-assessment-non-technical-founder-2026` | 🆕 net-new | Self-Assessment Worksheet artifact; 10 questions output the reader's entry module | + +### Module 1 - Validate the Problem *(3 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 1.1 | `find-10-people-with-problem-outreach-2026` | 🆕 net-new | Reddit/LinkedIn/Discord mining + Clay or Apollo + Lindy AI + paid panels + smoke-test landing page | +| 1.2 | `mom-test-ask-about-past-not-future` | 🆕 net-new | Rob Fitzpatrick's 5-question script + interview transcript template | +| 1.3 | `validated-problem-statement-decide-whats-next` | 🆕 net-new | One-page problem statement + "3 pre-orders = green light" rule | + +### Module 2 - Design the Solution *(3 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 2.1 | `five-tech-words-stop-nodding-at` | ✅ drafted | Existing post; nav table swaps from "Foundation pillar · post 1 of 14" to "Module 2 · Step 1 of 3" | +| 2.2 | `one-page-product-brief-vibe-prd-template` | 🆕 net-new | The simplest brief format: who/what problem/current workaround/what you'll build/what you won't/how you'll know it worked | +| 2.3 | `stop-specifying-features-start-outcomes` | 🆕 net-new | Title: "Stop Specifying Features. Start Specifying Outcomes." Teaches the job-story format as a TACTIC inside the post; never names "Job Stories" as a framework on main path. References 5.6 spaceship admin panel as cautionary tale. Renamed 2026-05-12 per KISS doctrine. | + +### Module 3 - Choose Your Build Path *(2 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 3.1 | `should-you-hire-2026-decision-tree` | 🆕 net-new | Airbnb test (validate without code) + Rob Walling shed warning + when DIY is enough | +| 3.2 | `fractional-cto-bridge-5-hours-beats-cofounder` | 🆕 net-new | $0-equity alternative to 50%-equity technical cofounder | + +### Module 4A - Ship Self-Serve *(branch, 2 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 4A.1 | `self-serve-mvp-stack-lovable-supabase-stripe-2026` | 🆕 net-new | What each tool does in plain English + how they connect + Lovable Discord community reference | +| 4A.2 | `vibe-coding-ceiling-signals-when-ai-builds-break` | 🆕 net-new | 5 ceiling signals; triggers route to 4B | + +### Module 4B - Hire & Ship *(branch, 4 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 4B.1 | `who-where-hire-developer-2026-ai-augmented-offshore` | 🆕 net-new | AI-Augmented Developer profile + onshore/nearshore/Tier-2 offshore map | +| 4B.2 | `hiring-interview-catches-ai-theater-7-questions` | 🆕 net-new | 7-question script extending existing AI 5-question lead magnet | +| 4B.3 | `cheap-developers-expensive-without-cto-review` | 🔁 wrap | 2510 NEW-L; LinkedIn validation 2026-05-24 | +| 4B.4 | `reading-sow-clause-by-clause` | ✅ drafted | Existing post; nav table swap | + +### Module 5 - Manage Your Build *(6 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 5.1 | `engineering-org-chart-non-technical-founder` | ✅ drafted | Existing; nav swap | +| 5.2 | `friday-demo-rule-founder-progress` | 🔁 wrap | 2510 NEW-J; LinkedIn 2026-05-13 | +| 5.3 | `three-questions-turn-standup-into-proof` | ✅ drafted | Existing; nav swap | +| 5.4 | `weekly-dev-report-template-founders` | 🔁 wrap | 2510 NEW-A | +| 5.5 | `github-aws-database-ownership-checklist` | 🔁 wrap | 2510 NEW-K; LinkedIn 2026-05-17 | +| 5.6 | `asked-simple-admin-panel-built-spaceship` | 🔁 wrap | 2510 NEW-I; LinkedIn 2026-05-20 | + +### Module 6 - When Things Break *(2 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 6.1 | `salvage-vs-rebuild-software-project` | 🔁 wrap | 2510 NEW-M; LinkedIn 2026-05-27 | +| 6.2 | `switch-dev-shops-safely-transition-guide` | 🔁 wrap | 2510 NEW-C | + +### Module 7 - Manage AI-Era Risks *(3 posts)* + +| Step | Slug | Status | Notes | +|---|---|---|---| +| 7.1 | `agency-uses-ai-follow-up-questions` | 🔁 wrap | 2510 NEW-E; dual-purpose with 4B.2 | +| 7.2 | `ai-token-bill-dev-shop-pass-through-cost` | 🔁 wrap | 2510 NEW-D2 | +| 7.3 | `slopsquatting-ai-supply-chain-attack` | 🔁 wrap | 2510 #20 | + +**Totals**: 26 posts · 12 net-new · 4 drafted · 10 wraps + +--- + +## Required course-frame in every post (mandatory) + +### Top callout (immediately after frontmatter) + +``` +> **Module X · Step N of M** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: [what reader brings]. Output: [deliverable]. +``` + +Example for `five-tech-words-stop-nodding-at` (Module 2 · Step 1 of 3): +``` +> **Module 2 · Step 1 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: validated problem from Module 1. Output: one-page Product Brief (Vibe PRD). +``` + +### Bottom course-nav section (last H2 before "Further reading") + +```markdown +## Continue the course + +This is Step N of Module X in the free **[Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/)** course. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision (self-serve or hire) | +| 4A | Ship Self-Serve | Live MVP at staging URL | +| 4B | Hire & Ship | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module X**: [list this module's posts; current post marked `← you are here`]. + +The full course landing page (with all artifacts) publishes after Module 5 ships. Until then, bookmark this post. +``` + +The 9-row table shows the full course arc. The `In Module X` line keeps the current chapter visible without bloating the nav. + +--- + +## Advanced sidebar format *(for Modules 1, 2, 5 only)* + +A single callout near the bottom of each module's last post (or any post within the module that names a framework). Standard wording: + +``` +> **Going further (optional, for teams with capacity)** +> Once you have a co-founder, a Fractional CTO, or a junior product hire, these structured workshops scale what this module covered: +> - **[Framework name]** ([author / book]) - one-line summary +> - **[Framework name]** ([author / book]) - one-line summary +> +> Free to read. None are required to ship your first product. The simple path in this module is enough. +``` + +**Module 1 sidebar**: Empathy Mapping (Dave Gray, XPLANE) · JTBD Canvas 2 (Jim Kalbach, 2023) · Customer Journey · Continuous Discovery (Teresa Torres, *Continuous Discovery Habits*) + Opportunity Solution Tree. + +**Module 2 sidebar**: Impact Mapping (Gojko Adzic) · Foundation Sprint (Knapp/Zeratsky, *Click*, April 2025) · Design Sprint (Knapp 2016) · Lean Inception (Paulo Caroli) · User Story Mapping (Jeff Patton). + +**Module 5 sidebar**: Shape Up (Basecamp / Ryan Singer) · Continuous Discovery during build (Teresa Torres) · User Story Mapping for release planning (Jeff Patton). + +--- + +## Lead-magnet artifacts (11 total) + +| # | Artifact | Module | Status | +|---|---|---|---| +| 1 | Self-Assessment Worksheet | 0 | 🆕 net-new | +| 2 | Module 1 Toolkit (Outreach Sequence + Mom Test Script + Validated Problem Statement) | 1 | 🆕 net-new | +| 3 | Vibe PRD Template (Product Brief) | 2 | 🆕 net-new | +| 4 | Build Path Decision Worksheet | 3 | 🆕 net-new | +| 5 | Self-Serve Stack Walkthrough PDF | 4A | 🆕 net-new | +| 6 | Hiring Kit (Where-to-Hire Map + Hiring Interview Script + SOW Reading Guide) | 4B | partial: SOW Reading Guide ✅; others 🆕 net-new | +| 7 | Friday Demo Template | 5 | ✅ drafted | +| 8 | Ownership Checklist | 5 | ✅ drafted | +| 9 | Weekly Report Template | 5 | 🆕 net-new (referenced in NEW-A but template not yet shipped) | +| 10 | Salvage vs Rebuild Decision Tree | 6 | ✅ drafted | +| 11 | AI 5-Question Script + AI Cost Worksheet | 7 | partial: 5-Question Script ✅; Cost Worksheet 🆕 net-new | + +**Existing**: 5 (Friday Demo Template, Ownership Checklist, Salvage Decision Tree, AI 5-Question Script, SOW Reading Guide). +**Net-new**: 6-7 (Self-Assessment, Module 1 Toolkit, Vibe PRD, Build Path Worksheet, Self-Serve Stack PDF, Where-to-Hire Map + Hiring Interview Script, AI Cost Worksheet, Weekly Report Template). + +--- + +## Publish calendar (proposed) + +The 10 wrap posts ship per the existing 2510 LinkedIn validation sprint (May 13 - June 17, 2026). The 4 drafted posts (Five Tech Words, Org Chart, SOW Reading, Standup Questions) need cover images + multi-persona review before publishing - target Q3 2026. + +The 12 net-new posts (Modules 0-3 + Module 4A + Module 4B net-new) ship at ~2/week starting 2026-07-01, ahead of the curriculum landing page in Q4. + +| Window | What ships | Notes | +|---|---|---| +| 2026-05-13 → 2026-06-17 | 10 wrap posts via 2510 schedule | Curriculum frame added retroactively when each ships | +| 2026-07-01 → 2026-08-15 | 4 drafted posts + 8 of 12 net-new | ~2/week cadence; Modules 0-4A complete | +| 2026-08-15 → 2026-09-15 | Remaining 4 net-new (Module 4B + final Module 1-3 polish) | Module 4B kit shipping (Where-to-Hire Map + Hiring Interview Script + Hiring Kit lead magnet) | +| 2026-09-30 | Curriculum landing page live at `/blog/tech-for-non-technical-founders-2026/` | After Module 5 wraps publish | +| 2026-10 onwards | Quarterly refresh on Module 7 (AI-era posts decay fast) | Q1 2027 first refresh | + +--- + +## Distinctness audit *(per `feedback_cross_post_signal_repetition.md`)* + +Each post leads with a distinct proof signal / anecdote. No two posts share the same dollar anchor or technical mechanic: + +| Step | Lead signal / anecdote | +|---|---| +| 1.1 | Outreach math: 10 interviews booked in 1 week via Clay + Lindy | +| 1.2 | Mom Test: "tell me about the last time you did X" | +| 1.3 | "3 pre-orders = green light" rule | +| 2.1 | "Refactoring cost her $51K and a year of runway" (existing) | +| 2.2 | One-page Vibe PRD that saved 4 weeks of scope creep | +| 2.3 | $9K "checkout refactor" = single 3,800-line merge (referenced from existing post 2.1) | +| 3.1 | Airbnb test - validate without code | +| 3.2 | $400/week Fractional CTO beats 50% equity | +| 4A.1 | Founder shipped Stripe checkout in 6 weeks on Lovable + Supabase | +| 4A.2 | 5 architectural ceiling signals before total rewrite | +| 4B.1 | $44K/month "team of 4" (existing 5.1 anecdote referenced from hiring angle) | +| 4B.2 | $34K AI agency rescue (existing 7.1 anecdote referenced from hiring angle) | +| 4B.3 | Student over-engineering trap (wrap NEW-L) | +| 4B.4 | $78K milestone-acceptance failure (existing 4B.4 / SOW post) | +| 5.1-5.6 | Existing post anecdotes (Org chart $44K, Friday demo $62K, Standup $25K/47 standups, etc.) | +| 6.1 | $95K marketplace, 38K LOC, 0% test coverage | +| 6.2 | "Investor legend" trick for repo transfer | +| 7.1 | $34K AI agency with secrets in `database.yml` (existing AI 5-questions anecdote) | +| 7.2 | $4,800 OpenAI bill nobody could explain | +| 7.3 | Slopsquatting npm/Rubygems/PyPI hallucinated packages | + +--- + +## Out of scope (explicit) + +- We do **not** write a "how to learn to code" curriculum. +- We do **not** issue certificates, host cohorts, or charge for the course. +- We do **not** refresh the course mid-quarter except for Module 7 (AI-era posts) which carry "last reviewed" stamps. +- We do **not** include frameworks (Foundation Sprint, JTBD Canvas, Shape Up, etc.) on the main reading path - they live in Advanced sidebars only. diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md new file mode 100644 index 000000000..f12b4c3eb --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md @@ -0,0 +1,318 @@ +# Sprint Runbook - 2605 Course Execution + +**Purpose**: Self-contained orchestrator runbook. A separate Claude Code session opens this file, picks the next task, copies the dispatch brief into an Agent call, runs the review checklist on return. + +**Last Updated**: 2026-05-12 (Sprint 1 ready to dispatch) +**Owner**: any session with write access to `content/blog/` and the project tree + +--- + +## 🚀 How to use this runbook + +1. Read this file top to bottom on first session entry. +2. Read `../TASK-TRACKER.md` for current sprint scope. +3. Identify the next un-spawned task in the active sprint. +4. Copy the matching dispatch brief (Section "Sprint 1 task briefs" below) into a new Agent call. Use `subagent_type: general-purpose`. +5. When the agent returns, run the **Review checklist** (Section "Post-return review"). +6. If review passes: mark task complete in TASK-TRACKER, queue next task. +7. If review fails: surface to user with specific issue list. Do not dispatch next task. + +**WIP=1**: only one writer agent at a time per sprint. Sequential dispatches. + +--- + +## 📜 Canonical writer brief template + +Every writer agent in the 2605 curriculum receives a brief structured like this. Section S1.1 through S1.3 below fill in the task-specific placeholders. + +``` +You are drafting <> for JetThoughts curriculum project 2605: Tech for Non-Technical Founders 2026. Slug: <>. Module · Step: <>. Publish target: <>. + +This is a real blog post shipping to production at content/blog/<>/index.md, plus a companion artifact at docs/projects/2605-tech-for-non-technical-founders/50-59-execution/lead-magnets/<>.md. Run the standard JT blog pipeline. Do not edit anything outside the blog post directory + the artifact file. + +# CONTEXT - READ THESE FIRST (mandatory, in this order) + +1. /Users/pftg/dev/jetthoughts.github.io/docs/workflows/blog-pipeline.md +2. /Users/pftg/dev/jetthoughts.github.io/docs/90-99-content-strategy/strategy-analysis/90.10-icp-primary-website-target.md +3. /Users/pftg/dev/jetthoughts.github.io/docs/90-99-content-strategy/strategy-analysis/90.11-voice-guide.md +4. /Users/pftg/dev/jetthoughts.github.io/docs/projects/2605-tech-for-non-technical-founders/GOAL-AT-A-GLANCE.md +5. /Users/pftg/dev/jetthoughts.github.io/docs/projects/2605-tech-for-non-technical-founders/PROJECT-INDEX.md (integration rules 1-10) +6. /Users/pftg/dev/jetthoughts.github.io/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.01-course-modules.md (your module's input/output/checkpoint) +7. /Users/pftg/dev/jetthoughts.github.io/docs/projects/2605-tech-for-non-technical-founders/20-29-strategy/20.07-content-plan-tnt-founders-2026.md (your post's row in the 26-post map) +8. /Users/pftg/dev/jetthoughts.github.io/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/artifact-specs.md (your artifact spec) +9. <> + +# DOCTRINE INHERITANCE (memory files; rules in scope) + +Apply ALL of these: + +- feedback_curriculum_is_pure_lead_magnet.md (zero JT service CTAs; authorship credit only) +- feedback_curriculum_viral_shareability.md (contrarian hook + tweetable insight + weekly tactic + artifact) +- feedback_kiss_simplest_solutions_only.md (simplest method on main path; frameworks only in Advanced sidebars) +- feedback_courses_are_journeys_not_topic_lists.md (input/output/checkpoint framing per post) +- feedback_curriculum_posts_as_course.md (top callout + 9-row course-nav table) +- feedback_no_length_caps.md (cut test per section; no word ceilings) +- feedback_engagement_first_for_icp.md (effective delivery > template compliance) +- feedback_infographics_required.md (≥3 handmade-style infographics per post) +- feedback_jt_tech_stack_preferences.md (Rails/Django/Laravel + full-stack; no React/Node/Java as lead stack) +- feedback_curriculum_sequence_self_serve_first.md (self-serve first → hire smart → manage well) + +# DELIVERABLES + +1. content/blog/<>/index.md + - Frontmatter: title ≤45 chars, description 150-160 chars, date <>, slug <>, 5 keywords, tags, cover_image: cover.png, metatags. + - Top callout (after frontmatter): > **Module <> of <>** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. + > Input: <>. Output: <>. + - Hook (40-80 words, contrarian, distinct anecdote — check distinctness audit in 20.07 §"Distinctness audit"). + - Why this matters in 2026 (≤120 words). + - Body sections per the post's row in 20.07. + - One quote-tweetable insight (140-280 chars) — flag it in the report. + - A specific tactic the reader executes this week. + - Inline reference to the companion artifact. + - Bottom: ## Continue the course with the 9-row module table (current module marked) + In Module X mini-list. + - Further reading (5+ real external citations). + - Authorship credit footer (NO JT service CTAs). + +2. docs/projects/2605-tech-for-non-technical-founders/50-59-execution/lead-magnets/<>.md + - Per the artifact spec in artifact-specs.md. + - Authorship credit footer. + +3. ≥3 handmade-style infographics: at least 1 inline SVG + at least 1 Mermaid block. Save SVG files to content/blog/<>/*.svg. Inline Mermaid in markdown. + +# REUSE EXISTING JT PATTERNS (mandatory) + +Use lean-ctx MCP or rg to find similar JT posts. Read 3+ existing JT posts that match the topic. Match voice + structure. + +# RULES (zero tolerance) + +- Plain English; founder-to-founder voice. +- No em dashes (`-` only). +- No banned words (leverage, unlock, harness, supercharge, robust, seamless, empower, streamline, delve, embark, revolutionize). +- No rule of three, no signposting, no slogany closings, no shape tells. +- Zero JT service CTAs anywhere. +- Length is not a target — cut test per section. + +# REPORT BACK + +- File paths written (post + artifact + SVGs) +- Word counts (informational; not a gate) +- The quote-tweetable insight (one sentence, 140-280 chars) +- The specific weekly tactic the reader executes +- 4+ internal JT slugs linked (verified with ls) +- 5+ external citations +- Confirmation: zero JT service CTAs; authorship credit present +- Confirmation: course-frame top callout + 9-row nav table present +- Anonymized incident used (one sentence; confirm distinct from corpus per distinctness audit) +- 3 things flagged for human review +``` + +--- + +## 📦 Sprint 1 task briefs (dispatch-ready) + +### S1.1 - Module 0.1 Course Map + Self-Assessment + +**Placeholder fills**: +- POST TITLE: "Where Are You in the Founder Journey? Take the 10-Question Self-Assessment" +- SLUG: `course-map-self-assessment-non-technical-founder-2026` +- MODULE.STEP: 0.1 (the only post in Module 0) +- MODULE-POSTS: 1 +- DATE: 2026-07-01 +- ARTIFACT-FILENAME: `self-assessment-worksheet` +- INPUT: An idea, an instinct, or an ongoing project that feels stuck +- OUTPUT: Self-diagnosis + your starting module +- TASK-SPECIFIC SISTER FILES: + - Read `20.01-course-modules.md` §"The 10 self-assessment questions + routing logic" — the questions are already specified. + - Read the 4 drafted posts to match course-frame style. + +**Task-specific guidance**: +- The post EXPLAINS the 10 questions with one anonymized founder example per pillar (1-2 questions = early stage / 3-5 = mid build / 6-7 = managing team / 8-10 = AI-era risks). +- The artifact IS the 10 questions in checkbox form + the routing flowchart. Reader prints it, fills in 5 minutes, writes their starting module at top of a Notion doc. +- This is the COURSE ENTRY POINT. Hook must be strong enough to land readers from cold Reddit/Twitter traffic. Contrarian hook example: "Most non-technical founder courses ask you to commit to a 6-month program before they tell you what you'll learn. This 10-question quiz routes you to your starting module in 5 minutes, then disappears." +- Distinct anecdote (per distinctness audit): try something like "Three founders we picked up in Q1 2026 thought they needed the same thing - 'help my team ship.' All three actually needed different modules: one needed Module 5 (oversight rhythm), one needed Module 1 (her problem was unvalidated), one needed Module 6 (her team was lying to her face)." + +**Dispatch**: copy the canonical brief template above, fill placeholders, spawn `general-purpose` agent. + +--- + +### S1.2 - Module 1.1 Find 10 People with the Problem + +**Placeholder fills**: +- POST TITLE: "Find 10 People With the Problem in 2026 (Without Knowing Anyone)" +- SLUG: `find-10-people-with-problem-outreach-2026` +- MODULE.STEP: 1.1 (Step 1 of 3 in Module 1) +- MODULE-POSTS: 3 +- DATE: 2026-07-08 +- ARTIFACT-FILENAME: `outreach-sequence-template` +- INPUT: A validated problem you suspect is real (Module 0 routed you here) +- OUTPUT: 10 ICP interviewees booked for next week +- TASK-SPECIFIC SISTER FILES: + - Read `friday-demo-template.md` and `ownership-checklist.md` for artifact format mirroring. + +**Task-specific guidance**: +- The post teaches the 2026 outreach stack: Reddit/LinkedIn/Discord mining + Clay or Apollo for list building + Lindy AI agent for sequence + paid panels (User Interviews, Respondent) as backup. +- Specific tools to name: Clay (~$149/mo), Apollo ($49-$149/mo), Smartlead/Instantly (~$37-$94/mo), Lindy, User Interviews, Respondent. +- The smoke-test landing page as a parallel validation track: Carrd or Framer + £100-200 of paid Google/LinkedIn traffic. +- Contrarian hook example: "A YC manifesto says you can validate a startup without writing code. They left out the hard part: getting the first 10 strangers to talk to you. Here's the 2026 stack that books 10 ICP interviews in one morning." +- Distinct anecdote: a founder who tried "I posted in 3 subreddits and got 47 DMs in 24 hours" or "She paid $750 to User Interviews and had 10 calls in her calendar by Friday." + +**Dispatch**: WAIT for S1.1 review pass. Then copy canonical brief template, fill placeholders, spawn. + +--- + +### S1.3 - Module 1.2 The Mom Test + +**Placeholder fills**: +- POST TITLE: "The Mom Test: Ask About the Past, Not the Future" +- SLUG: `mom-test-ask-about-past-not-future` +- MODULE.STEP: 1.2 (Step 2 of 3 in Module 1) +- MODULE-POSTS: 3 +- DATE: 2026-07-15 +- ARTIFACT-FILENAME: `mom-test-interview-script` +- INPUT: 10 interview slots booked (from Module 1.1) +- OUTPUT: 10 transcripts of honest past-behavior conversations +- TASK-SPECIFIC SISTER FILES: + - Read `agency-ai-five-questions.md` for the "5 questions with Pass/Fail scoring" structural pattern — the Mom Test artifact follows similar. + +**Task-specific guidance**: +- Teach Rob Fitzpatrick's "Mom Test" (book: *The Mom Test*, 2013) WITHOUT making the framework name the lead. Frame as "the technique that prevents your interviewees from being polite." +- 3 core principles: (1) talk about past behavior not hypothetical, (2) ask for specifics not generalities, (3) listen for emotional language (frustration, hack, workaround). +- Specific 5-question script: when's the last time X happened? what did you actually do? what did it cost you (time/money/sanity)? how big a deal is this on a scale of 1-10? what have you tried already? +- Contrarian hook example: "Most customer interviews are useless because they're polite. Your interviewees will tell you the idea is great. They will be lying. Here's the technique that gets them to say what they actually do." +- Distinct anecdote: a founder who asked "would you pay for this?" and got 8 enthusiastic yeses, then launched and 0 paid. + +**Dispatch**: WAIT for S1.2 review pass. Then copy canonical brief, fill, spawn. + +--- + +## 🔎 Post-return review checklist (run after every writer agent returns) + +For each returned draft, verify the following in order. Fail any gate → surface to user. Pass all → mark task complete + queue next. + +### Mechanical gates (greppable) + +```bash +F=content/blog//index.md +echo "em-dashes (must be 0):" +grep -c "—" "$F" +echo "banned words (must be empty):" +grep -niE "\b(leverage|unlock|harness|supercharge|robust|seamless|empower|streamline|delve|embark|revolutionize)\b" "$F" +echo "JT service CTAs (must be empty):" +grep -niE "Control Audit|JT runs|JetThoughts runs|book a call|schedule a consultation" "$F" +echo "React/Node/Java as lead stack (must be empty except in 'wrong example' context):" +grep -niE "\b(react\b|next\.js|node\.?js|java\b|kotlin)\b" "$F" | grep -v "JavaScript\|over-engineered\|jetthoughts.com\|counter-example" +echo "Top callout present:" +grep -c "^> \*\*Module" "$F" +echo "Continue the course nav present:" +grep -c "^## Continue the course" "$F" +echo "Authorship footer present:" +grep -c "Built by JetThoughts as part of the free" "$F" +``` + +Expected: 0 em-dashes, 0 banned, 0 CTAs, 1 callout, 1 nav, 1 footer. + +### Structural gates (manual read) + +- [ ] Contrarian hook in opening 80 words (quote it in your review notes) +- [ ] One quote-tweetable insight 140-280 chars (quote it) +- [ ] A specific tactic the reader executes this week (quote it) +- [ ] ≥3 infographics: ≥1 SVG file in post directory + ≥1 Mermaid block in markdown +- [ ] Course-frame top callout: Module/Step/Module-of-N/Input/Output all filled +- [ ] Course-nav table: 9 module rows + In Module X mini-list with current post marked +- [ ] Anonymized incident (distinct from corpus — check against distinctness audit in 20.07) +- [ ] 4+ internal JT blog links (verified via `ls content/blog//index.md` for each) +- [ ] 5+ external citations (real URLs) +- [ ] Artifact file shipped at `50-59-execution/lead-magnets/.md` +- [ ] Artifact has authorship footer + +### Voice gates (read the draft cold) + +- [ ] No "rule of three" rhetorical patterns +- [ ] No signposting ("First… Second… Third…") +- [ ] No slogany flips ("X works. Y doesn't.") +- [ ] No cinematic beat-marking ("Long pause." "Five minutes in…") +- [ ] Every sentence has a person doing something (no impersonal fragment stacking) +- [ ] Practitioner-voice anecdote, not therapist-voice + +If all gates pass → mark task complete + queue next sprint task. + +--- + +## 📢 Per-chunk announce workflow (build-in-public) + +Per the "small chunks + notice ICP in progress" directive (2026-05-12), every approved chunk publishes immediately and gets announced. The course is built in public — readers see momentum. + +**When a chunk (post + artifact + cover image) passes all gates:** + +1. **Hugo build** + commit to master → post goes live. +2. **Update the landing page** at `content/blog/tech-for-non-technical-founders-2026/index.md`: + - Move the post's row from 🔲 → 🟢 in the modules table. + - Update the "Status: X of 26 posts live" line. + - Update the "What's live right now" section with the new post link. + - Update the "What's coming next" section to reflect what's queued. + - Bump the "Last updated" date at top and bottom. +3. **Post the announcement** per `distribution-prep.md` schedule: + - Day 0: blog post + landing page update + - Day 1: LinkedIn (Paul Keen voice, per `linkedin-post-pipeline.md`) + Twitter thread (JT brand + Paul Keen accounts) + - Day 3: Reddit (r/startups + 1 niche sub) + Facebook (1-2 founder groups) + - Day 7: Email newsletter feature + - Day 14: Reddit 2nd wave if first wave landed +4. **Notify-list email** (once email-capture is wired up): send a one-paragraph email to the subscribed list — "[Post title] just shipped. Read it here. Download artifact here. Next post: [topic] coming [date]." +5. **Update TASK-TRACKER** with the published SHA + status. + +The build-in-public mechanic: each chunk feels like an event, not a deliverable. ICP sees the course growing in real time. Share velocity compounds because each launch has its own social moment. + +**Frequency target**: 1-2 chunks per week. Sprint 1 = 3 chunks over 3 weeks. After Sprint 1, cadence can go to 2/week. + +## 🎭 Hook-bank diversity rule (added 2026-07-15 after S1.3 cold-eyes review) + +The "A founder we picked up..." anecdote pattern now anchors 8+ posts. Cold-eyes verifier on S1.3 flagged the JT-signature tell is wearing. For all Sprint 2+ writer briefs, the writer must NOT lead the hook with "A founder we picked up in QX 20XX..." pattern. + +Rotate hook archetypes across posts: +- Interview transcript snippet ("'I'd absolutely pay for that.' She said it on Tuesday. She didn't pay.") +- Raw stat ("Founders who validate with 10+ past-behavior interviews ship 4x faster than founders who validate with hypotheticals.") +- Direct address ("You are about to send 60 polite LinkedIn DMs. You will book 3 calls. Two will ghost.") +- Reddit poster ("A founder posted in r/startups last week: 'I've been on the phone with 11 prospects and none of them said no.' She had asked them all the wrong question.") +- Twitter/X founder ("Lenny Rachitsky tweeted last month: '47% of customer interviews are worthless because the founder asks about the future.'") +- News-pegged opener ("YC's W26 batch shipped 3 startups with zero customer interviews. Two failed by demo day.") +- The product-tour reveal ("Open Calendly. Six calls booked. Read the names. Three are your old colleagues. Two are friends-of-friends. One is your mother. Validation is not happening.") + +Apply at minimum 2 different archetypes across the next 5 posts. + +## 🔁 After Sprint 1 closes + +When all 3 Sprint 1 tasks complete + reviewed: + +1. Update `TASK-TRACKER.md` → mark Sprint 1 complete; promote Sprint 2 to current. +2. Sprint 2 tasks (queue): + - S2.1: Module 1.3 (Validated Problem Statement post + template) - closes Module 1 + - S2.2: Module 2.2 (One-Page Product Brief post + Vibe PRD template) + - S2.3: Module 2.3 (Stop Specifying Features post; teaches job-story TACTIC without naming framework) +3. Run the same dispatch pattern (canonical brief template + task-specific placeholders). +4. Surface to user after Sprint 2 closes for any direction adjustments before Sprint 3. + +--- + +## 📊 Distribution-readiness check + +Before publishing any Sprint 1 post, verify the distribution prep: +- Read `distribution-prep.md` for the target subreddits, Twitter accounts, Facebook groups, and LinkedIn hashtag library for the post's pillar/module. +- Confirm the post's quote-tweetable insight is ≤280 chars (counts in distribution-prep's tweet template). +- Confirm the artifact is email-gated (or queued to be) before public sharing. + +The post going viral without the artifact gate live is wasted distribution. + +--- + +## 🛑 Stop conditions (surface to user immediately) + +Halt and ping the user if: +- A writer agent returns with JT service CTAs present (zero tolerance, Option C is non-negotiable) +- A writer agent introduces React / Node / Java as the lead example stack +- A writer agent reuses an anonymized anecdote already in the corpus (distinctness rule) +- A writer agent's draft contains em dashes or banned words +- A mechanical gate fails twice on the same draft (agent isn't applying the brief) +- The artifact is missing or doesn't follow the spec in `artifact-specs.md` +- Hugo build fails on the new post + +Do NOT auto-spawn the next task if review fails. WIP=1 sequential discipline must hold. diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/distribution-prep.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/distribution-prep.md new file mode 100644 index 000000000..396faf441 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/distribution-prep.md @@ -0,0 +1,167 @@ +# Distribution Prep - Where to Share Course Content + +**Purpose**: the course is a pure lead magnet engineered for viral sharing (memory: `feedback_curriculum_viral_shareability.md`). This file lists the target channels, share-copy templates, and frequency norms so a separate session can ship + distribute without re-deriving the playbook. + +**Last Updated**: 2026-05-12 + +--- + +## Channel inventory (ranked by ICP fit) + +### Reddit (highest share-velocity for non-tech founders) + +| Subreddit | Subscribers | Why it fits | Posting cadence | +|---|---|---|---| +| **r/startups** | ~1.5M | General founder audience; ICP-E lives here | Once per post, top-of-funnel framing | +| **r/SaaS** | ~270K | B2B/SaaS founders; especially good for Module 4B-5-6 posts | Once per post, more technical framing OK | +| **r/Entrepreneur** | ~3.5M | Broadest audience; ICP-E adjacent | Once per Module 0-3 post (less for technical) | +| **r/EntrepreneurRideAlong** | ~330K | Bootstrap / indie hacker; great for Module 4A self-serve | Once per Module 4A post | +| **r/nocode** | ~110K | Direct fit for Module 4A (Lovable + Supabase + Stripe) | Once for Module 4A.1 | +| **r/vibecoding** | ~12K (growing fast in 2026) | Direct fit for Module 4A + Module 7 (AI-era posts) | Once for Module 4A.2, Module 7 posts | +| **r/cofounder** | ~95K | Module 3.2 (Fractional CTO bridge) audience | Once for Module 3.2 | +| **r/AskMarketing** | ~280K | Module 0-1 (validate) when reframed as marketing | Once for Module 1.1 (the outreach post) | +| **r/devops** | ~430K | NOT a fit — actively hostile to non-tech founders | Skip | + +**Posting rules per Reddit**: read each sub's rules. Most ban "promotional" posts but allow educational longforms with no service pitch. JT's pure-lead-magnet positioning is the unlock — we can post freely because there's nothing to sell. + +**Title pattern that works**: "[Module topic] — what I learned from rescuing 47 founders" or "How [anonymized founder] lost $[X] to [specific mistake]" or "Stop [common bad practice] — here's what works in 2026." + +--- + +### Twitter / X (highest quote-tweet velocity) + +| Account / channel | Why | Posting cadence | +|---|---|---| +| **Paul Keen (@PaulKeen2)** — JT principal | Founder-voice account; existing follower base of non-tech founders | One thread per post; per `linkedin-post-pipeline.md` voice rules, also publish to LinkedIn | +| **JetThoughts brand (@jetthoughts)** | Company account; broader reach for course launches | One tweet per post sharing the quote-tweetable insight + course link | +| **Tagged for visibility** (in threads, when relevant) | @SophiaMatveeva, @DHH, @rwalling (Rob Walling), @jakeknapp (Foundation Sprint author), @teresacatorres (Continuous Discovery) | Tag thoughtfully — only when content genuinely references their work | + +**Thread structure that works (per existing JT LinkedIn pipeline)**: +1. Tweet 1: The quote-tweetable insight (140-280 chars) standalone +2. Tweets 2-5: Anonymized rescue story with $$$ + tech specifics +3. Tweet 6: The 3-step tactic the reader executes this week +4. Tweet 7: "Free template / artifact" with link to artifact download +5. Tweet 8: Full post link + +**Hashtag library** (use 2-3 max per thread): +- #startup #saas #nontechfounder #vibecoding #founderlife +- #buildinpublic (Module 4A specifically) +- #devshop #rescuemymvp (Module 4B, 5, 6 specifically) +- #LLM #AI (Module 7 specifically) + +--- + +### Facebook (long-form personal stories) + +| Group | Audience | Cadence | +|---|---|---| +| **Bootstrapped Founders** (~40K members) | Indie hackers + early-stage SaaS | Once per Module 4A or Module 1 post | +| **SaaS Founders Pro** (~30K) | B2B SaaS specifically | Once per Module 4B / 5 / 7 post | +| **Y Combinator founders** (private) | YC alums | Skip unless cleared (private group) | +| **Indie Hackers** (~50K Facebook group + Indie Hackers community) | Bootstrap / no-VC audience | One per Module 4A / 1.1 post | + +**Post structure that works on Facebook**: +1. Long-form opener (personal story, 300-500 words) +2. The specific tactic the reader can use +3. Free resource link (artifact download) +4. NO service pitch (per Option C; group admins ban service spam fast) + +--- + +### LinkedIn (existing JT pipeline) + +Per `docs/workflows/linkedin-post-pipeline.md`. Paul Keen voice. The LinkedIn validation sprint for the 10 wrap posts is already in flight via 2510 plan (May 13 - June 17, 2026). + +For Sprint 1 (2605 net-new posts), LinkedIn promo follows the same pipeline — one LinkedIn post per blog post, published 1-2 days after the blog post is live. + +**LinkedIn voice rules** (from `linkedin-post-pipeline.md`): +- Paul Keen's flat-conviction voice (no "17 years" credential stamps) +- Anti-AI patterns: no slogany flips, no "X works. Y doesn't.", no rule of three +- Use `-` not `—` + +--- + +### Email newsletter (existing JT list) + +The JT newsletter goes out weekly. Each new course post is featured in the week's send. The artifact download (email-gated) feeds new subscribers into this list. + +Cadence: one course post per week in the newsletter (out of the 26 total, that's a 26-week feature plan; Sprint 1 takes the first 3 weeks). + +--- + +## Share-copy templates (paste-ready) + +### Reddit r/startups post template + +``` +Title: [Stop X — here's what works in 2026] + +Body: +[300-500 word opening: anonymized rescue story with specific $$$ + tech specifics, no "I" if possible, founder-to-founder voice] + +[The specific tactic the reader can execute this week — 3 bullet points] + +[Free artifact link to the curriculum landing page OR direct artifact download] + +[1-sentence closer: "Wrote a longer version here: [link]"] + +No service pitch. Reddit will downvote it. +``` + +### Twitter thread template (kickoff tweet) + +``` +[The quote-tweetable insight from the post — 140-280 chars, standalone] + +🧵 [thread emoji indicator] + +[Followed by 5-8 tweets per structure above] +``` + +### Facebook group post template + +``` +[Long-form personal-story opener, 300-500 words; specific founder names anonymized; concrete dollar amounts; one tech mechanic named] + +The tactic: [3 bullets] + +Free template: [link] + +I'm happy to discuss in comments. +``` + +--- + +## Posting schedule per Sprint 1 post + +| Post | Day 0 | Day 1 | Day 3 | Day 7 | Day 14 | +|---|---|---|---|---|---| +| Publish blog post | ✅ | | | | | +| LinkedIn post (Paul Keen) | | ✅ | | | | +| Twitter thread (Paul + JT accounts) | | ✅ | | | | +| Reddit r/startups + 1 niche sub | | | ✅ | | | +| Facebook (1-2 groups) | | | ✅ | | | +| Email newsletter feature | | | | ✅ | | +| Reddit 2nd wave (different sub) if first wave landed | | | | | ✅ | + +--- + +## Tracking (manual until analytics ships) + +Per post, log to a shared sheet: +- Reddit share count + upvotes + comments per sub +- Twitter retweets + likes + thread reads +- Facebook reactions + shares per group +- Email open rate + click-through to artifact download +- Artifact download email captures (gated) + +Aggregate weekly. Target per `GOAL-AT-A-GLANCE.md`: ≥25 shares per post within 30 days of publish. + +--- + +## What we don't do + +- **No paid amplification** in Sprint 1. The course either earns shares or it doesn't. If post 3 has <25 shares by day 30, the issue is the content, not the budget. +- **No service pitches** in any distribution copy. Option C is non-negotiable across channels. +- **No engagement-bait formats** ("hot take" / "unpopular opinion" / "controversial" labels). The contrarian hook lives in the headline, not in marketing-by-meta-framing. +- **No cross-posting same text to all subs** in the same hour. Reddit's spam detection is sharp; space posts 2-3 days apart per sub. diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/mechanical-audit-checklist.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/mechanical-audit-checklist.md new file mode 100644 index 000000000..d035b0514 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/mechanical-audit-checklist.md @@ -0,0 +1,139 @@ +# Mechanical Audit Checklist + +**Purpose**: every greppable + structural gate a 2605 course post must pass before being marked complete. A separate session running review can grep this file's commands instead of re-reading 10 memory files. + +**Usage**: run the bash block at the top against the post file → manually verify the structural gates → manually verify the voice gates → if all pass, mark task complete. + +--- + +## 🤖 Greppable mechanical gates (paste into terminal) + +```bash +F=content/blog//index.md + +echo "=== EM-DASHES (must be 0) ===" +grep -c "—" "$F" + +echo "" +echo "=== BANNED WORDS (must be empty) ===" +grep -niE "\b(leverage|unlock|harness|supercharge|robust|seamless|empower|streamline|delve|embark|revolutionize|paradigm|cutting-edge|world-class|game-changer|elevate)\b" "$F" || echo "✅ clean" + +echo "" +echo "=== JT SERVICE CTAs (must be empty - Option C) ===" +grep -niE "Control Audit|JT runs|JetThoughts runs|book a call|schedule a consultation|book a (free )?(call|consultation)|get in touch|contact us" "$F" || echo "✅ no service CTAs" + +echo "" +echo "=== AUTHORSHIP CREDIT FOOTER (must be 1) ===" +grep -c "Built by JetThoughts as part of the free" "$F" + +echo "" +echo "=== TOP CALLOUT (must be 1) ===" +grep -c '^> \*\*Module' "$F" + +echo "" +echo "=== CONTINUE THE COURSE NAV (must be 1) ===" +grep -c '^## Continue the course' "$F" + +echo "" +echo "=== ← YOU ARE HERE MARKER (must be 1+) ===" +grep -c "← you are here" "$F" + +echo "" +echo "=== REACT/NODE/JAVA AS LEAD STACK (must be empty in main path) ===" +grep -niE "\b(react\b|next\.js|node\.?js|express|nest\b|angular|vue\b|java\b|kotlin)\b" "$F" | grep -v "JavaScript\|over-engineered\|jetthoughts.com\|counter-example\|hallucinated\|never tried" || echo "✅ no leak" + +echo "" +echo "=== EMOJI IN BODY (must be 0 in body; emoji in frontmatter OK) ===" +sed -n '/^---$/,/^---$/!p' "$F" | grep -c "[🎯🔥💡⚠️✅❌📊🚀🛡️📋🔍🧪]" + +echo "" +echo "=== INFOGRAPHICS (≥3: SVG files + Mermaid blocks) ===" +echo "SVG files in post directory:" +ls content/blog//*.svg 2>/dev/null | wc -l +echo "Mermaid blocks in post:" +grep -c '^```mermaid' "$F" + +echo "" +echo "=== INTERNAL JT BLOG LINKS (must be 4+) ===" +grep -oE '/blog/[a-z0-9-]+/?' "$F" | grep -v 'tech-for-non-technical-founders-2026' | sort -u | wc -l + +echo "" +echo "=== EXTERNAL CITATIONS (must be 5+) ===" +grep -oE 'https?://[^ )]+' "$F" | grep -v 'jetthoughts.com\|/blog/' | sort -u | wc -l +``` + +**Expected outputs**: +- Em-dashes: 0 +- Banned words: empty / "✅ clean" +- JT service CTAs: empty / "✅ no service CTAs" +- Authorship credit footer: 1 +- Top callout: 1 +- Continue the course nav: 1 +- `← you are here` marker: 1 or more (one in module table + one in In Module X mini-list) +- React/Node/Java leak: empty / "✅ no leak" +- Emoji in body: 0 +- SVG files: ≥2 +- Mermaid blocks: ≥1 +- Internal JT blog links: 4+ +- External citations: 5+ + +Fail any one → surface to user. Do not mark complete. + +--- + +## 👁️ Structural gates (manual read) + +Verify each item by reading the draft. Note specific line numbers when an item fails. + +- [ ] **Contrarian hook in opening 80 words.** Quote it back in your review notes. Test: would a Reddit r/startups reader paste this in a comment? If yes, pass. +- [ ] **One quote-tweetable insight (140-280 chars).** Single sentence. Stands alone outside the post. Quote it back; count chars. +- [ ] **Specific weekly tactic.** What does the reader DO this week as a result of reading? Not abstract advice. Quote the specific action sentence. +- [ ] **Course frame top callout** with: Module · Step · Input · Output. All 4 fields filled. Module/step matches `20.01-course-modules.md` placement. +- [ ] **Course-nav table at bottom**: 9 module rows (0-7 with 4A/4B as branch) + current module marked + `In Module X` mini-list with current post marked. +- [ ] **Anonymized incident** in the body. Check against the distinctness audit in `20.07-content-plan-tnt-founders-2026.md` § "Distinctness audit". Should be DISTINCT from $51K / $44K / $78K / $62K / $180K / $95K / $34K / $25K anchors already in the corpus. +- [ ] **At least 4 internal JT blog links** woven in prose (not just footer). Each verified to exist via `ls content/blog//index.md`. +- [ ] **At least 5 external citations** with real URLs. No fabricated stats. +- [ ] **≥3 handmade-style infographics**: ≥1 inline SVG + ≥1 Mermaid block. Visually verify the SVG renders (open in browser) and the Mermaid is syntactically valid. +- [ ] **Companion artifact** shipped at `50-59-execution/lead-magnets/.md`. Follows the spec in `sprint-1/artifact-specs.md`. + +--- + +## 🎙️ Voice gates (read the draft cold) + +Read the post end-to-end before checking these. If you find yourself skimming, that's already a fail. + +- [ ] No "rule of three" rhetorical patterns (3+ parallel clauses for emphasis) +- [ ] No signposting ("First... Second... Third...") +- [ ] No slogany flips ("X works. Y doesn't." / "It's not Y. It's Z.") +- [ ] No cinematic beat-marking ("Long pause." / "Five minutes in...") +- [ ] No noun stacking without human subject ("React + Rails, clean conventions, the demo sailed.") +- [ ] No "the..." paragraph-opener density > 20% +- [ ] Every sentence has a person doing something (no impersonal fragment stacking) +- [ ] Practitioner-voice anecdote (named industry + quarter + dollar + mechanic), not therapist-voice +- [ ] No essay arc (hook → pivot → thesis → evidence → caveat → close — typical AI shape) +- [ ] No pivot sentences ("That's the experience of..." / "Here's what's underneath..." / "The bigger problem is...") +- [ ] No apologetic caveats ("every project is different" / "it depends on the use case") +- [ ] No fluffy AI narration (dramatic present-tense "The alerts fire correctly. Then someone upgrades...") + +--- + +## 🚦 Three outcomes + +After running all gates: + +1. **All gates pass** → mark task complete in TASK-TRACKER → run cover-image generation (per `sprint-1/cover-image-specs.md`) → commit → queue next sprint task. + +2. **1-2 gates fail (easy fixes)** → surface specific failures to user with the exact line numbers + suggested fixes. Don't auto-fix; let user decide. Do not mark complete. + +3. **3+ gates fail OR a "zero tolerance" gate fails (JT CTA / em-dash / banned word / React/Node/Java leak)** → surface to user with full failure list. Recommend re-spawning the writer with a stricter brief. Do not mark complete. Halt sprint. + +--- + +## 🔁 If review fails twice on the same draft + +Halt the sprint. Surface to user with: +- The failure pattern (which gates the agent keeps missing) +- The agent's report-back text +- A diagnosis: is the brief unclear, the agent confused, or the doctrine impossible to apply? + +The WIP=1 sequential rule means a stuck task blocks the rest of the sprint. Better to escalate than to keep re-spawning the same agent against the same brief. diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/artifact-specs.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/artifact-specs.md new file mode 100644 index 000000000..314e987d7 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/artifact-specs.md @@ -0,0 +1,171 @@ +# Sprint 1 Artifact Specs + +**Purpose**: format + content gates for the 3 Sprint 1 artifacts. A writer agent producing these reads this file once and produces a consistent deliverable without re-deriving structure. + +**Sister format reference**: every artifact mirrors the structure of the 5 shipped lead magnets in `../lead-magnets/`. Read at least `friday-demo-template.md` and `ownership-checklist.md` before drafting. + +--- + +## Common structure (mandatory for all 3 artifacts) + +Every artifact MD file follows this skeleton: + +```markdown +# [Title - clear, concrete, action-oriented] + +[One-line subhead in italic - explains what the founder does with it.] + +[Optional 1-paragraph "Why this exists" - one anonymized incident showing the cost of NOT having this artifact. Distinct from the 5 sister-artifact anecdotes (62K MVP / 180K B2B / 95K marketplace / 34K AI agency / 78K SaaS milestone).] + +## How to use this + +[≤120 words. When to run it (Friday afternoon, alone, in 30 minutes). What to bring. What you should DO with what you produce.] + +## The [thing] - copy and paste / fill in + +[The actual template / script / checklist. Copy-pasteable Slack/email block when appropriate. Numbered or table format.] + +## What good looks like vs what bad looks like + +[2-3 bad/good pairs with named technical evidence. Show how a failing answer looks vs a passing answer.] + +## What to do after + +[3 bullets max. The actions the founder takes after filling in the artifact.] + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). +``` + +**Mandatory rules (apply to all 3)**: +- Plain English, founder-to-founder voice. +- No em dashes (`-` only). +- No banned words (leverage, unlock, harness, supercharge, robust, seamless, empower, streamline, delve, embark, revolutionize). +- No emoji in body. +- ≥1 internal link to an existing JT blog post (verified with `ls content/blog//index.md`). +- 1 link to the curriculum landing page at footer. +- 1 anonymized practitioner anecdote (distinct from the 5 lead-magnet anecdotes already in the corpus). +- Authorship credit footer as above. +- Length: not a target; the cut test per section determines what stays. + +--- + +## Artifact 1 — Self-Assessment Worksheet *(Sprint 1.1, Module 0)* + +**Path**: `docs/projects/2605-tech-for-non-technical-founders/50-59-execution/lead-magnets/self-assessment-worksheet.md` + +**Purpose**: A 5-minute checkbox quiz that routes the reader to their starting module in the 8-module course. Reader prints it, fills it in alone, writes their starting module at the top of a Notion doc. + +**Required content**: + +1. **Title**: "Where Are You in the Founder Journey? The 10-Question Self-Assessment" +2. **Subhead**: "Five minutes alone with a checklist tells you which module to start with." +3. **Why this exists**: distinct anecdote — three founders who all said "help my team ship" but actually needed three different modules. (See `SPRINT-RUNBOOK.md` §S1.1 for the example phrasing.) +4. **How to use it**: 5 minutes, alone, before coffee. Bring a pen. Mark each question Y/N or with the multiple-choice answer. Write your routing result on top of a fresh Notion doc. +5. **The 10 questions (verbatim from `20.01-course-modules.md` §"The 10 self-assessment questions + routing logic")**: + - Each question gets: checkbox · question text · routing line ("No → Module 1. Yes → Q2.") + - Use a markdown table for the 10-question block. +6. **The routing summary**: 2-3 sentences summarizing which question types route where. Visual reference: a Mermaid flowchart in markdown showing the question paths feeding into Module 1/2/3/4A/4B/5/6/7. +7. **What good looks like vs what bad looks like**: 2 pairs. + - Q1 good vs bad: "I talked to 10 people who all have this problem" vs "I asked 3 friends who said it sounds cool" + - Q5 good vs bad: "I own the GitHub org under my email" vs "My contractor created the GitHub org under his Gmail" +8. **What to do after**: 3 bullets. + - Write your starting module + the next deliverable you'll produce at the top of your Notion doc + - Read that module's first post tonight + - Re-take this quiz in 60 days to confirm you progressed + +**Length expectation**: 800-1400 words is typical for this artifact type; the cut test rules. + +--- + +## Artifact 2 — Outreach Sequence Template *(Sprint 1.2, Module 1.1)* + +**Path**: `docs/projects/2605-tech-for-non-technical-founders/50-59-execution/lead-magnets/outreach-sequence-template.md` + +**Purpose**: The 2026 stack for finding + booking 10 ICP interviewees in one morning. Reader downloads, copies the outreach sequence, runs it Monday morning, has 10 calls in their calendar by Friday. + +**Required content**: + +1. **Title**: "Find 10 People With the Problem — The 2026 Outreach Sequence Template" +2. **Subhead**: "Reddit + LinkedIn + Clay + Lindy + paid panels = 10 interviewees by Friday." +3. **Why this exists**: distinct anecdote — a founder who tried "I'll just ask my LinkedIn network" (got 3 polite no's), pivoted to the 2026 stack, booked 12 calls in 4 days. +4. **How to use it**: Run this Monday morning. Budget: 4 hours + $200-$500 in tools/panels. Outcome: 10 booked calls by Friday. +5. **The sequence (5 steps; the artifact's main body)**: + - **Step 1 — Mine where they're already complaining** (Reddit subreddits + LinkedIn searches + Discord servers; concrete subreddit names per ICP type) + - **Step 2 — Build the ICP list** (Clay $149/mo or Apollo $49-$149/mo; 50-100 contacts; criteria checklist) + - **Step 3 — Run the sequence** (Smartlead or Instantly $37-$94/mo + Lindy AI agent for sequence + calendar booking; sample 3-email sequence with subject lines) + - **Step 4 — Backup via paid panels** (User Interviews $50-$150/interviewee; Respondent for B2B; when to use) + - **Step 5 — The parallel smoke-test landing page** (Carrd/Framer + £100-200 paid traffic; conversion-rate signal) +6. **Copy-pasteable templates inline**: + - 3 sample LinkedIn DM openers + - 3 sample cold email subject lines + - 1 sample Reddit "I'm researching X" comment + - 1 sample Calendly booking page copy +7. **What good looks like vs what bad looks like**: 2 pairs. + - Good DM: specific, references their public post, asks for 20 min on a specific problem + - Bad DM: generic "love to pick your brain about your industry" +8. **What to do after**: + - Score the responses: aim 30%+ accept rate by Wednesday + - If <10% accept: rewrite the opener with sharper specificity + - Move to the Mom Test artifact for the actual interview script + +**Internal links**: at least one to an existing JT post on B2B outreach or founder communication. + +**Length expectation**: 1200-1800 words is typical. + +--- + +## Artifact 3 — Mom Test Interview Script *(Sprint 1.3, Module 1.2)* + +**Path**: `docs/projects/2605-tech-for-non-technical-founders/50-59-execution/lead-magnets/mom-test-interview-script.md` + +**Purpose**: The 5-question script that prevents polite-yes answers. Reader keeps it open on a second screen during interview, asks exactly these questions, gets honest past-behavior data instead of hypothetical agreement. + +**Required content**: + +1. **Title**: "The Mom Test Interview Script — Ask About the Past, Not the Future" +2. **Subhead**: "Five questions that get the interviewee to tell you what they actually did, not what sounds polite." +3. **Why this exists**: distinct anecdote — a founder who got 8 enthusiastic "yes I'd pay for that" responses, launched, and 0 people actually paid. Rob Fitzpatrick's framework (book: *The Mom Test*, 2013) referenced as the technique, but NOT named in the headline. +4. **How to use it**: Open the script on a second screen during the call. Read questions as written. Listen for emotional language (frustration, hack, workaround). Take notes by hand. Score 1-10 at the end. +5. **The 5 questions (the artifact's main body)**: + - **Q1: "Tell me about the last time [problem context happened]. Walk me through what you did."** — anchors in past behavior, not hypothetical. + - **Q2: "What did that cost you — in time, money, or sanity?"** — quantifies the pain. + - **Q3: "What have you tried already to fix this?"** — surfaces existing workarounds and what didn't work. + - **Q4: "On a scale of 1-10, how big a problem is this for you compared to everything else on your plate?"** — calibrates urgency. + - **Q5: "Who else on your team feels this? How do they handle it?"** — surfaces the buying committee + alternative solutions. + For each question: copy-pasteable phrasing + 1 follow-up + Pass / Fail signals + what good vs bad answer looks like. +6. **The 3 emotional-language flags** to listen for (frustration / workaround language / urgency expressions). +7. **What good looks like vs what bad looks like**: 2-3 pairs. + - Good Q1 answer: "Last Tuesday at 9pm I spent 40 minutes copying numbers from 3 spreadsheets into a deck for the board. I called my CFO and she did it for me." + - Bad Q1 answer: "Yeah, I usually struggle with reporting." +8. **What to do after**: + - Score each interview 1-10 on the pain intensity (Q4 + emotional language flags) + - If 7+ scores in 10 interviews, the problem is validated. Move to the Validated Problem Statement (Module 1.3). + - If <5 scores in 10 interviews, the problem isn't strong enough. Re-evaluate; consider pivoting. + +**Internal links**: at least one to a JT post on customer research / founder discovery, plus one to the upcoming Module 1.3 post (forward link). + +**Length expectation**: 1200-1800 words. + +--- + +## Distinct anecdote anchors (avoid duplicating) + +Already used in the corpus: +- $62K MVP / Stripe behind feature flag (Friday demo template) +- $180K B2B fintech / GitHub org locked (ownership checklist) +- $95K marketplace / 38K LOC Rails (salvage decision tree) +- $34K AI agency / secrets in database.yml (AI 5-questions) +- $78K SaaS / 4-of-5 milestones on broken staging (SOW reading guide) +- $51K refactoring / 14 months nodding (Five Tech Words post) +- $44K/month team-of-4 (Org Chart post) +- $25K/month, 47 standups (Three Questions post) + +Sprint 1 artifacts must introduce 3 NEW anecdotes. Avoid the dollar anchors above. Avoid the technical mechanisms above (no more "GitHub org locked," no more "database.yml secrets," no more "feature flag broken"). + +Suggested fresh anchor angles (pick any, vary): +- A founder who paid $1,500 for a Survey Monkey "validation" that taught her nothing +- A solo founder who DM'd 47 Twitter strangers and got 12 honest no's +- An ex-PM who spent 6 weeks on Reddit r/SaaS reading posts before writing one comment +- A founder who used UserInterviews + paid $1,200 for 8 interviews + closed her first 3 customers from the interview pool diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/cover-image-specs.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/cover-image-specs.md new file mode 100644 index 000000000..1d797b356 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/sprint-1/cover-image-specs.md @@ -0,0 +1,85 @@ +# Sprint 1 Cover Image Specs + +**Purpose**: define the Stitch HTML cover-image specs for the 3 Sprint 1 posts. Each post's cover.png renders from a 6-slot HTML template per `.stitch/design.md`. This file gives the writer / cover-image-generator agent the exact slot fills. + +**Design system reference**: `.stitch/design.md` (JetVelocity — obsidian dark, Ruby red #cc342d, neon purple #a855f7). + +**Workflow**: write the HTML at `.stitch/designs/-cover.html` → render via chrome-devtools (2400×1260 viewport) → downsample to `content/blog//cover.png` via ImageMagick. + +--- + +## Cover 1 — Module 0.1 Course Map + Self-Assessment + +**Slug**: `course-map-self-assessment-non-technical-founder-2026` +**HTML path**: `.stitch/designs/course-map-self-assessment-cover.html` +**Final PNG**: `content/blog/course-map-self-assessment-non-technical-founder-2026/cover.png` + +**Slot fills**: + +| Slot | Content | +|---|---| +| Title (large, top-left) | Where Are You / In the Founder / Journey? | +| Subtitle | 10 questions · 5 minutes · routes you to your starting module | +| Category badge | Course Map · Free | +| Visual centerpiece | Stylized flowchart/decision-tree visual with 8 module boxes on right; Q1-Q10 cluster on left with arrows feeding into module boxes. Obsidian dark background. Ruby-red arrows on the YES paths, neon-purple on NO paths. | +| Chips (3 floating) | "8 modules" / "Free" / "5-minute self-assessment" | +| Status indicator | Course Entry Point | + +**Voice**: course-onboarding, not aggressive. The cover signals "this is where you start," not "BUY THIS COURSE." + +--- + +## Cover 2 — Module 1.1 Find 10 People With the Problem + +**Slug**: `find-10-people-with-problem-outreach-2026` +**HTML path**: `.stitch/designs/find-10-people-outreach-cover.html` +**Final PNG**: `content/blog/find-10-people-with-problem-outreach-2026/cover.png` + +**Slot fills**: + +| Slot | Content | +|---|---| +| Title | Find 10 People / With the Problem / in 2026 | +| Subtitle | Reddit + Clay + Lindy + paid panels = 10 interviewees by Friday | +| Category badge | Module 1 · Validate | +| Visual centerpiece | A weekly calendar visual showing 5 days (Mon-Fri) with calendar slots filling in: Mon empty / Tue 2 slots / Wed 5 slots / Thu 8 slots / Fri 10 slots. Each slot a small avatar circle. Ruby-red highlights on the slots booked via paid panels; neon-purple on Reddit-sourced. | +| Chips | "Clay · $149/mo" / "Lindy AI agent" / "10 calls by Friday" | +| Status indicator | Sprint 1 / Module 1 | + +**Voice**: practical-tactics. The cover signals "this teaches the actual booking sequence." + +--- + +## Cover 3 — Module 1.2 The Mom Test + +**Slug**: `mom-test-ask-about-past-not-future` +**HTML path**: `.stitch/designs/mom-test-cover.html` +**Final PNG**: `content/blog/mom-test-ask-about-past-not-future/cover.png` + +**Slot fills**: + +| Slot | Content | +|---|---| +| Title | The Mom Test: / Ask About the Past, / Not the Future | +| Subtitle | 5 questions that stop your interviewees from being polite | +| Category badge | Module 1 · Validate | +| Visual centerpiece | A speech-bubble visual: two side-by-side bubbles. Left bubble (ruby-red border, "BAD"): "Yeah, I'd totally pay for that!" Right bubble (forest-green border, "GOOD"): "Last Tuesday at 9pm I spent 40 minutes copying spreadsheets..." Arrow between them labeled "the Mom Test." | +| Chips | "5 questions" / "Past behavior > hypothetical" / "Score 1-10" | +| Status indicator | Sprint 1 / Module 1 | + +**Voice**: contrarian-tactical. The cover signals "this prevents the lying-by-politeness trap." + +--- + +## Generation order + +After each Sprint 1 post is drafted + reviewed, the cover-image step runs as the LAST gate before publish: + +1. Read this file for the slot fills. +2. Write the HTML at `.stitch/designs/-cover.html` using the existing `.stitch/designs/reading-sow-clause-by-clause-cover.html` as a structural template (it's the most recent shipped cover). +3. Render with chrome-devtools at 2400×1260 viewport. +4. Downsample via ImageMagick to standard cover dimensions. +5. Save to the post's bundle directory as `cover.png`. +6. Confirm frontmatter references match: `cover_image: cover.png` + `metatags.image: cover.png`. + +If the cover-image-generator agent finds it cannot render (chrome-devtools unavailable, etc.), it surfaces to the user. The cover is NOT mandatory for first draft delivery — the agent can ship the markdown without the cover, and the cover renders in a separate downstream step. diff --git a/docs/projects/2605-tech-for-non-technical-founders/GOAL-AT-A-GLANCE.md b/docs/projects/2605-tech-for-non-technical-founders/GOAL-AT-A-GLANCE.md new file mode 100644 index 000000000..b8a74da81 --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/GOAL-AT-A-GLANCE.md @@ -0,0 +1,127 @@ +# Tech for Non-Technical Founders 2026 — Goal At-A-Glance + +**ONE-PAGE EXECUTIVE SUMMARY** for agents and stakeholders. + +**Project ID**: 2605-tech-for-non-technical-founders +**Created**: 2026-05-12 +**Last restructured**: 2026-05-12 (pillars → modules; simplest-path doctrine) +**Status**: 🟢 Strategy locked - ready for Module 0-4B writing phase +**Owner**: JT content team +**Parent**: 2510-seo-content-strategy (extends, does not replace) + +--- + +## 🎯 THE GOAL (30-second summary) + +Publish a **free 26-post course that takes a non-technical founder from idea to first paying users** in the most effective way for 2026. The course is structured as **8 modules with input → output → checkpoint → artifact per module**. The reader compiles a personal "Founder OS" by working through the modules. + +**Course promise**: From idea to first paying users in the most effective way for 2026. You walk away with: validated problem, Product Brief, build decision, live MVP (self-serve or hired), weekly oversight rhythm, contingency plan, AI interrogation kit. + +**Course philosophy**: Don't hire engineers if you don't have to. If you must hire, hire surgically. Once you've hired, keep oversight. The course teaches the SIMPLEST method that already works for solo non-tech founders; structured frameworks (Foundation Sprint, JTBD Canvas, Shape Up, Impact Mapping etc.) are demoted to optional "Advanced" sidebars for readers with team capacity. + +**Positioning sentence**: A free competing curriculum to YC Startup School, Sophia Matveeva's Tech for Non-Technical Founders ($530/mo), Drew Falkman's Vibe Coding ($1,000), and the Kukoyi 2017 book — the only one that maps the full 8-module journey (validate → design → choose path → ship → manage → recover → secure) without selling itself. + +**JT positioning** (updated 2026-05-12 to **Option C: Pure Lead Magnet, no selling**): the course does NOT pitch JT services. Zero "book a Control Audit" CTAs, zero "schedule a consultation," zero service offers. Authorship credit stays at the footer of every post ("Built by JetThoughts as part of the free curriculum"); that's signing the work, not selling. Lead capture works via email-gated artifact downloads only. The bet: maximum credibility + maximum shareability on Reddit/Twitter/Facebook, with the trust compounding into future engagement when readers eventually need engineering. See `feedback_curriculum_is_pure_lead_magnet.md`. + +**Engineered for viral sharing**: every post needs a contrarian hook, a quote-tweetable insight (140-280 chars), a specific tactic the reader can use this week, and a free downloadable artifact. See `feedback_curriculum_viral_shareability.md`. + +--- + +## 📊 KEY METRICS DASHBOARD + +Success metric: **share velocity + email captures + page-1 SEO** — NOT consultation bookings (course is a pure lead magnet, no service CTAs). + +| Metric | Baseline | 6-Month Target | Source of Truth | +|---|---|---|---| +| Course posts published | 4 drafted + 0 published | 26 total live | content plan tracker | +| Course landing page | none | live after Module 5 | hugo build | +| Page-1 rankings on course keywords | 0 | 8+ across founder-focused keywords | GSC | +| Email captures from artifact downloads | 0 | 500+ across 7 honest artifacts | site analytics | +| Reddit / Twitter / Facebook shares per post | 0 | ≥25 shares per post within 30 days of publish | manual + Buffer/social tracking | +| Course completion signal (readers who hit ≥3 modules) | 0 | measurable via path tracking | analytics | + +**Quality gates (non-negotiable)**: every post passes the JT voice rules (90.11), the multi-persona review, the slop detector ≤25/100, the shape-tell critic, the cold-eyes final pass. Every post carries the course frame (module callout + bottom course-nav). Every post includes ≥3 handmade-style infographics. Zero word-count caps; cut test per section. Tech examples default to Rails/Django/Laravel + full-stack pattern. **Zero JT service CTAs.** **Every post has a contrarian hook + one quote-tweetable insight + a specific weekly tactic + a downloadable artifact.** + +--- + +## 🛣️ THE 8 MODULES + +Each module has an **input** (what the reader brings from the previous module), an **output** (the deliverable they walk away with), a **checkpoint** (signal they can move on), and an **artifact** (template/worksheet they fill in). + +| # | Module | Output you walk away with | Posts | +|---|---|---|---| +| 0 | **Where Are You?** | Self-diagnosis: which module to start with | 1 | +| 1 | **Validate the Problem** | One-page validated problem statement (10+ interviews complete) | 3 | +| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 3 | +| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 2 | +| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL real users can click | 2 | +| 4B | **Hire & Ship** (branch) | Signed SOW, kickoff scheduled, code in YOUR GitHub org | 4 | +| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo, standup script, weekly report) | 6 | +| 6 | **When Things Break** | Salvage / freeze / rebuild decision with 30/60/90 plan | 2 | +| 7 | **Manage AI-Era Risks** | AI interrogation system (5-question script, cost worksheet) | 3 | + +**Total: 26 posts** across 8 modules. **4 already drafted** + **10 wrap existing 2510 slugs** + **12 net-new**. + +**Branching**: Module 4 splits — 4A (self-serve) OR 4B (hire) based on the Module 3 decision. Most readers go through Module 4A first; those who hit the architectural ceiling route to 4B mid-flight. + +--- + +## 💡 DELIVERY PRINCIPLES + +- **Simplest method on main path.** Foundation Sprint, JTBD Canvas, Shape Up, Continuous Discovery, Impact Mapping, User Story Mapping, Lean Inception, Empathy Mapping, Design Sprint all relegated to optional "Advanced" sidebars. The solo non-tech founder doesn't need a 2-day workshop; they need the Mom Test + 10 interviews + a notes template. +- **Course is a journey, not a topic list.** Every module's posts share input/output/checkpoint/artifact framing. The artifacts compile into the reader's Founder OS. +- **Engagement-first delivery.** No word-count caps; cut test per section determines what stays. +- **≥3 handmade-style infographics per post** (Excalidraw aesthetic, Mermaid + SVG mix). +- **Tech stack defaults to Rails / Django / Laravel + full-stack-developer-ships-end-to-end pattern** in examples. No React/Node/Java as the lead example stack. +- **Course frame in every post**: top callout (Module X · post N of Y) + bottom course-nav table (9-row module summary + current-module post list). +- **Zero parallel slugs to 2510 plan.** 10 posts wrap existing 2510 NEW-* slugs; the curriculum framing is added via callout, not by creating duplicates. + +--- + +## 🚀 THREE-PHASE EXECUTION + +### Phase A - Strategy lock (DONE 2026-05-12) +- ✅ Research landscape: `10-19-research/10.01-course-program-landscape.md` +- ✅ Curriculum sequence synthesis: `10-19-research/10.02-curriculum-sequence-synthesis.md` +- ✅ Goal at a glance (this file) +- ✅ Project index: `PROJECT-INDEX.md` +- ✅ Task tracker: `TASK-TRACKER.md` +- ✅ Course modules: `20-29-strategy/20.01-course-modules.md` +- ✅ Positioning vs paid courses: `20-29-strategy/20.02-positioning-vs-courses.md` +- ✅ 26-post writing plan: `20-29-strategy/20.07-content-plan-tnt-founders-2026.md` + +### Phase B - Module writing (Q3-Q4 2026) +- ✅ 4 posts already drafted (re-placed in Module 2 + Module 5) +- ✅ 5 lead magnets already drafted +- 🔲 12 net-new posts to draft (Module 0, 1, 2 net-new, 3, 4A, 4B net-new) +- 🔲 6 net-new artifacts to ship (Self-Assessment, Module 1 Toolkit, Vibe PRD Template, Build Path Worksheet, Self-Serve Stack PDF, Where-to-Hire + Hiring Interview Kit, AI Cost Worksheet) +- 🔲 10 wrap posts continue per existing 2510 schedule; curriculum frame added via callout +- 🔲 Curriculum landing page at `/blog/tech-for-non-technical-founders-2026/` (after Module 5 ships) + +### Phase C - Distribution & validation (Q4 2026 - Q1 2027) +- LinkedIn promotion per post (Paul Keen voice) +- Course completion path tracking (readers who finish ≥3 modules) +- Quarterly refresh sweep for AI-era posts (Module 7) + +--- + +## ⚠️ TOP RISKS + +| Risk | Mitigation | +|---|---| +| Re-introducing complexity across 12 net-new posts | Memory feedback `feedback_kiss_simplest_solutions_only.md` lives in every agent brief; Advanced frameworks stay in sidebars | +| Module 4A/4B branching confuses readers | Every Module 4 post starts with a one-line callout: "You're in 4A because you chose self-serve in Module 3. Came here from 4B? See [link]." | +| Existing 4 drafted posts feel disconnected from the new module structure | Nav table retrofit done in same pass as plan rewrite (this session). Content unchanged. | +| 2510 LinkedIn validation sprint already in flight - schedule conflicts | The 10 wrap posts ship per 2510 calendar; the 2605 curriculum framing is added retroactively. Zero schedule conflicts. | +| AI-era posts (Module 7) decay fast | Date-stamp every Module 7 post + Q1 2027 refresh trigger | + +--- + +## 🔗 NAVIGATION + +- **Research**: `10-19-research/10.01-course-program-landscape.md` + `10.02-curriculum-sequence-synthesis.md` +- **Strategy**: `20-29-strategy/20.01-course-modules.md` + `20.02-positioning-vs-courses.md` + `20.07-content-plan-tnt-founders-2026.md` +- **Execution / drafts**: `50-59-execution/lead-magnets/` (5 shipped) +- **Master content plan (parent)**: `../2510-seo-content-strategy/20-29-strategy/20.07-content-plan-icp-e-q2-2026.md` +- **Voice**: `../../90-99-content-strategy/strategy-analysis/90.11-voice-guide.md` +- **ICP**: `../../90-99-content-strategy/strategy-analysis/90.10-icp-primary-website-target.md` diff --git a/docs/projects/2605-tech-for-non-technical-founders/PROJECT-INDEX.md b/docs/projects/2605-tech-for-non-technical-founders/PROJECT-INDEX.md new file mode 100644 index 000000000..e0324d3ce --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/PROJECT-INDEX.md @@ -0,0 +1,129 @@ +# Project 2605 - Master Index + +**Project**: Tech for Non-Technical Founders 2026 +**Status**: 🟢 Strategy locked (8-module course structure adopted 2026-05-12) - ready for Module 0-4B writing phase +**Last Updated**: 2026-05-12 +**Parent**: `../2510-seo-content-strategy/` + +This is the **single navigation hub** for the 2605 project. Read top-to-bottom on first visit. + +--- + +## 🚀 IMMEDIATE ACTION - START HERE + +### For an executing writer agent (single-session shortcut) + +``` +1. Open 50-59-execution/SPRINT-RUNBOOK.md. +2. Identify the next un-spawned task in the active sprint (Sprint 1: tasks S1.1, S1.2, S1.3). +3. Copy the matching dispatch brief from §"Sprint 1 task briefs" into an Agent call (subagent_type: general-purpose). +4. Wait for return. Run the gates in 50-59-execution/mechanical-audit-checklist.md. +5. Pass → mark task complete in TASK-TRACKER.md. Queue next sprint task. +6. Fail → surface specific failures to user. Halt sprint. +``` + +### Files a fresh session reads to execute Sprint 1 + +| File | Purpose | +|---|---| +| `50-59-execution/SPRINT-RUNBOOK.md` | Dispatch briefs + review checklist + sprint progression | +| `50-59-execution/sprint-1/artifact-specs.md` | Format specs for Self-Assessment Worksheet, Outreach Sequence Template, Mom Test Interview Script | +| `50-59-execution/sprint-1/cover-image-specs.md` | Stitch HTML cover-image slot fills for the 3 Sprint 1 posts | +| `50-59-execution/distribution-prep.md` | Reddit/Twitter/Facebook/LinkedIn channels + share-copy templates + posting schedule | +| `50-59-execution/mechanical-audit-checklist.md` | Greppable + structural + voice gates every post must pass | + +### For a strategy / review agent + +``` +1. Read GOAL-AT-A-GLANCE.md. +2. Read 10-19-research/10.01-course-program-landscape.md (full landscape, 19 programs). +3. Read 10-19-research/10.02-curriculum-sequence-synthesis.md (why pillars rejected, modules adopted). +4. Read 20-29-strategy/20.01-course-modules.md (the 8 modules). +5. Read 20-29-strategy/20.02-positioning-vs-courses.md. +6. Cross-reference against ../2510-seo-content-strategy/20-29-strategy/20.07-content-plan-icp-e-q2-2026.md. +``` + +--- + +## 📋 CORE DOCUMENTS + +### 🎯 Goals & Planning + +| File | Purpose | +|---|---| +| `GOAL-AT-A-GLANCE.md` | One-page summary, metrics, three-phase plan, delivery principles | +| `TASK-TRACKER.md` | Live status of every course post + artifact | +| `PROJECT-INDEX.md` | This file | + +### 🔎 Research (10-19) + +| File | Purpose | +|---|---| +| `10-19-research/10.01-course-program-landscape.md` | 19-program inventory, coverage matrix, gap analysis, voice intelligence | +| `10-19-research/10.02-curriculum-sequence-synthesis.md` | Synthesis of 3 research inputs; why module structure beats pillar structure | +| `10-19-research/10.03-2026-ecosystem-research-ru-source.md` | Russian-language source research on 2026 ecosystem (Sophia Matveeva, Drew Falkman, FI Vibecode, AI-Augmented Developer profile). English wrapper header explains contents. Originally at `docs/Курс для нетехнических основателей 2026.md`, moved 2026-05-12. | + +### 🧭 Strategy (20-29) + +| File | Purpose | +|---|---| +| `20-29-strategy/20.01-course-modules.md` | The 8 modules with input/output/checkpoint/artifact (REPLACES old pillars doc) | +| `20-29-strategy/20.02-positioning-vs-courses.md` | Why this beats YC Startup School, Sophia Matveeva, Drew Falkman, Kukoyi book | +| `20-29-strategy/20.07-content-plan-tnt-founders-2026.md` | The 26-post map, 11 artifacts, course-frame templates, advanced sidebar wording | + +### 🛠️ Execution (50-59) + +| Sub-dir | Purpose | Status | +|---|---|---| +| (moved 2026-07-15 to public Hugo URLs) | All 8 artifacts now live at `content/blog//` as standalone template pages: `/blog/self-assessment-worksheet/`, `/blog/outreach-sequence-template/`, `/blog/mom-test-interview-script/`, `/blog/friday-demo-template/`, `/blog/ownership-checklist/`, `/blog/salvage-vs-rebuild-decision-tree/`, `/blog/agency-ai-five-questions/`, `/blog/sow-reading-guide/`. The `50-59-execution/lead-magnets/` directory is now empty; artifact-link infrastructure debt resolved 2026-07-15. | 8 of 11 shipped; 3 net-new pending (Vibe PRD, Self-Serve Stack PDF, AI Cost Worksheet) | +| `50-59-execution/landing-page/` | Curriculum index page draft for `/blog/tech-for-non-technical-founders-2026/` | Not yet authored; ships after Module 5 | + +### Blog post drafts (in main repo) + +| Slug | Module | Status | +|---|---|---| +| `content/blog/five-tech-words-stop-nodding-at/` | 2.1 | ✅ drafted (nav swap pending this pass) | +| `content/blog/engineering-org-chart-non-technical-founder/` | 5.1 | ✅ drafted (nav swap pending this pass) | +| `content/blog/reading-sow-clause-by-clause/` | 4B.4 | ✅ drafted + cover image (nav swap pending this pass) | +| `content/blog/three-questions-turn-standup-into-proof/` | 5.3 | ✅ drafted (nav swap pending this pass) | + +--- + +## 🔗 EXTERNAL DEPENDENCIES (read these too) + +| File | Why | +|---|---| +| `../../90-99-content-strategy/strategy-analysis/90.10-icp-primary-website-target.md` | ICP-E definition, pains, white-space features | +| `../../90-99-content-strategy/strategy-analysis/90.11-voice-guide.md` | Voice rules, banned words, anti-AI patterns | +| `../../90-99-content-strategy/thoughtbot-style-analysis-2025-10-15.md` | Tech post structural standards | +| `../../workflows/blog-pipeline.md` | The 7-step blog writing workflow | +| `../../workflows/proof-signal-portfolio.md` | Distinct proof signals per post (avoid repetition) | +| `../../workflows/linkedin-post-pipeline.md` | Promo channel for each course post | +| `../2510-seo-content-strategy/20-29-strategy/20.07-content-plan-icp-e-q2-2026.md` | Parent content plan; 10 wrap slugs integrate here | + +--- + +## 🚨 INTEGRATION RULES (zero tolerance) + +1. **No parallel slugs.** 10 of 26 course posts wrap existing 2510 slugs (NEW-J, NEW-K, NEW-A, NEW-L, NEW-I, NEW-M, NEW-C, NEW-E, NEW-D2, #20). The 2605 project DOES NOT create new slugs for these. Curriculum frame is added via callout to the existing/in-flight 2510 post when it ships. + +2. **No duplicate artifacts.** The lead magnets shipped under 2605 (Friday Demo Template, Ownership Checklist, Salvage Decision Tree, AI 5-Question Script, SOW Reading Guide) are the SAME artifacts the 2510 plan references. One canonical version, multiple link entry points. + +3. **Every course post carries the course frame.** + - Top callout: `> **Module X · Step N of M** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. Input: [what reader brings]. Output: [deliverable].` + - Bottom section: `## Continue the course` with the 9-row module nav table + an `In Module X:` mini-list showing current-module posts with `← you are here` marker. + - See `20.07-content-plan-tnt-founders-2026.md` for exact wording. Memory: `feedback_curriculum_posts_as_course.md`. + +4. **Simplest method on main path.** Foundation Sprint, JTBD Canvas 2, Shape Up, Continuous Discovery, Impact Mapping, User Story Mapping, Lean Inception, Empathy Mapping, Design Sprint - all relegated to optional "Advanced" sidebars at the bottom of Modules 1, 2, and 5. They never appear on the main reading path. Memory: `feedback_kiss_simplest_solutions_only.md`. + +5. **No length caps.** Word counts are not targets, ceilings, or floors. Length is byproduct of effective delivery. Cut test per section. Memory: `feedback_no_length_caps.md`. + +6. **≥3 handmade-style infographics per post** (Mermaid + sketchy SVG mix, Excalidraw aesthetic, JT brand colors, handwriting fonts). Memory: `feedback_infographics_required.md`. + +7. **Tech-stack defaults**: Rails / Django / Laravel + full-stack-developer-ships-end-to-end. AI tooling (Cursor, Claude Code) and infra (AWS, GitHub, Stripe, Heroku, Kamal) stay framework-agnostic. Memory: `feedback_jt_tech_stack_preferences.md`. + +8. **All voice rules from `90.11` apply.** No special exemptions for course framing. Founder voice, plain English, no shape tells, no slogan closings, no em dashes, no banned words. + +9. **ZERO JT service CTAs anywhere in the course** (Option C: Pure Lead Magnet, adopted 2026-05-12). No "book a Control Audit," no "schedule a consultation," no "JT runs a 45-minute..." Authorship credit at the footer is OK ("Built by JetThoughts as part of the free curriculum"). Email-gated artifact downloads are the lead-capture mechanism. Module 3.2 Fractional CTO is positioned generically, not as a JT offer. Memory: `feedback_curriculum_is_pure_lead_magnet.md`. + +10. **Every post engineered for viral sharing.** Mandatory: (a) contrarian hook in opening 80 words, (b) one quote-tweetable insight 140-280 chars, (c) a specific tactic the reader can execute this week, (d) a free downloadable artifact, (e) a shareable headline structure (Stop X / N things you get wrong / How X lost $Y / The thing your dev shop won't show you). Success metric: share velocity on Reddit r/startups + Twitter founder threads + Facebook founder groups + email captures + page-1 SEO. Memory: `feedback_curriculum_viral_shareability.md`. diff --git a/docs/projects/2605-tech-for-non-technical-founders/TASK-TRACKER.md b/docs/projects/2605-tech-for-non-technical-founders/TASK-TRACKER.md new file mode 100644 index 000000000..e58cf852a --- /dev/null +++ b/docs/projects/2605-tech-for-non-technical-founders/TASK-TRACKER.md @@ -0,0 +1,123 @@ +# Task Tracker - 2605 Tech for Non-Technical Founders + +**Last Updated**: 2026-05-12 (rewritten for 8-module / 26-post structure) +**Status legend**: 🔲 Planned · ✏️ Drafting · 🔍 In review · ✅ Published · ⏸ Paused · ❌ Dropped + +--- + +## 🏁 Phase A - Strategy (DONE) + +| Task | Status | +|---|---| +| Course landscape research (`10.01`) | ✅ | +| Curriculum sequence synthesis (`10.02`) | ✅ | +| `GOAL-AT-A-GLANCE.md` | ✅ | +| `20.01-course-modules.md` (8 modules with input/output/checkpoint/artifact) | ✅ | +| `20.02-positioning-vs-courses.md` | ✅ | +| `20.07-content-plan-tnt-founders-2026.md` (26-post map) | ✅ | +| `PROJECT-INDEX.md` (10 integration rules) | ✅ | +| Multi-persona review (5 critics) + P0 action items applied | ✅ | +| Option C positioning adopted (pure lead magnet, no JT CTAs) | ✅ | + +--- + +## 🚀 Sprint 1 - Validation Foundation (CURRENT) + +**Sprint goal**: Ship Module 0 + the first two posts of Module 1. After this sprint, a reader can land on the curriculum, self-assess, and complete the first half of "Validate the Problem" — they walk away with the Outreach Sequence Template and the Mom Test Interview Script. + +**Sprint scope**: 3 posts + 3 artifacts. + +**Sprint definition-of-done**: +- All 3 posts pass mechanical voice gates (0 em-dashes, 0 banned words, 0 React/Node/Java as lead stack, 0 JT service CTAs). +- All 3 posts include: top callout (Module/Step) + bottom 9-row course-nav + course frame consistent with the 4 drafted posts. +- All 3 posts include ≥3 handmade-style infographics (Mermaid + sketchy SVG mix). +- All 3 posts include: contrarian hook in opening 80 words + 1 quote-tweetable insight (140-280 chars) + a specific weekly tactic + a downloadable artifact reference. +- All 3 artifacts (Self-Assessment Worksheet, Outreach Sequence Template, Mom Test Interview Script) drafted in `50-59-execution/lead-magnets/`. +- Mandatory doctrine inheritance: every agent brief in this sprint references all relevant memory files. + +| # | Slug | Module · Step | Status | Notes | +|---|---|---|---|---| +| S1.1 | `course-map-self-assessment-non-technical-founder-2026` | 0.1 | 🔲 Ready to spawn | Companion artifact: Self-Assessment Worksheet (10 questions + routing logic from `20.01-course-modules.md`) | +| S1.2 | `find-10-people-with-problem-outreach-2026` | 1.1 | 🔲 Pending S1.1 | Companion artifact: Outreach Sequence Template (Reddit/LinkedIn/Discord + Clay + Lindy + paid panels) | +| S1.3 | `mom-test-ask-about-past-not-future` | 1.2 | 🔲 Pending S1.2 | Companion artifact: Mom Test Interview Script (Rob Fitzpatrick's 5-question script) | + +**Sprint WIP rule**: WIP=1, one agent at a time. S1.1 → review → S1.2 → review → S1.3 → review. + +--- + +## 📚 Mandatory doctrine inheritance for every sprint-1 agent brief + +Every writer agent in sprint 1 must read these files and apply their rules: + +| Memory / Doc | Why | +|---|---| +| `feedback_curriculum_is_pure_lead_magnet.md` | Zero JT service CTAs; authorship credit only | +| `feedback_curriculum_viral_shareability.md` | Contrarian hook + quote-tweetable insight + weekly tactic + downloadable artifact | +| `feedback_kiss_simplest_solutions_only.md` | Simplest method on main path; frameworks in Advanced sidebars only | +| `feedback_courses_are_journeys_not_topic_lists.md` | Each post is a chapter in a course; input/output/checkpoint framing | +| `feedback_curriculum_posts_as_course.md` | Top callout + bottom 9-row course-nav table; module structure | +| `feedback_no_length_caps.md` | Cut test per section, no word ceilings | +| `feedback_engagement_first_for_icp.md` | Effective delivery > template compliance | +| `feedback_infographics_required.md` | ≥3 handmade-style infographics per post | +| `feedback_jt_tech_stack_preferences.md` | Rails / Django / Laravel + full-stack pattern in examples | +| `feedback_curriculum_sequence_self_serve_first.md` | Self-serve first, hire smart second, manage well third | +| `feedback_anti_ai_in_agent_prompts.md` | Banned structural patterns directly in brief | +| `feedback_sentences_need_human_subjects.md` | Every sentence has a person doing something | +| Project docs: `GOAL-AT-A-GLANCE.md`, `20.01-course-modules.md`, `20.07-content-plan-tnt-founders-2026.md`, `PROJECT-INDEX.md` | Course structure + integration rules | +| ICP + voice: `docs/90-99-content-strategy/strategy-analysis/90.10-icp-primary-website-target.md`, `90.11-voice-guide.md` | ICP-E + JT voice | + +--- + +## 🛠️ Sprint 2+ (queued, post Sprint 1 review) + +| Sprint | Scope | Goal | +|---|---|---| +| Sprint 2 | Module 1.3 (validated problem statement) + Module 2.2 (Vibe PRD) + Module 2.3 (Stop Specifying Features) | Reader has a Brief in hand | +| Sprint 3 | Module 3.1-3.2 + Module 4A.1-4A.2 | Reader has a Build Decision + self-serve path | +| Sprint 4 | Module 4B.1-4B.3 (4B.4 SOW already drafted) | Reader has Hiring Kit + signed contract | +| Sprint 5 | Curriculum landing page + Founder OS capstone view | Course is discoverable as a unified product | +| Sprint 6 | Module 7 split + Module 6 expansion ("Stop the Bleeding in 48 Hours") | P1 review items addressed | +| Sprint 7 (ongoing) | Wrap-post curriculum frame retrofit (10 posts as each ships per 2510 calendar) | All wrap posts in course | + +--- + +## 📋 Existing artifacts and posts (audit) + +### Lead magnets shipped (5 of ~7 honest count, per KISS critic accounting) + +| File | Status | +|---|---| +| `50-59-execution/lead-magnets/friday-demo-template.md` | ✅ 1101 words, course credit footer present | +| `50-59-execution/lead-magnets/ownership-checklist.md` | ✅ 1612 words, course credit footer present | +| `50-59-execution/lead-magnets/salvage-vs-rebuild-decision-tree.md` | ✅ 1498 words, course credit footer present | +| `50-59-execution/lead-magnets/agency-ai-five-questions.md` | ✅ 1627 words (Rails-fixed slopsquat example), course credit footer present | +| `50-59-execution/lead-magnets/sow-reading-guide.md` | ✅ 2058 words, course credit footer present | + +### Blog posts drafted (4) + +| Slug | Module · Step | Status | +|---|---|---| +| `content/blog/five-tech-words-stop-nodding-at/` | 2.1 | ✅ drafted, course frame swapped, JT CTAs stripped, 2 infographics + 1 Mermaid embedded | +| `content/blog/engineering-org-chart-non-technical-founder/` | 5.1 | ✅ drafted, course frame swapped, JT CTAs stripped + Mermaid CTA label, 2 infographics + 1 Mermaid embedded | +| `content/blog/reading-sow-clause-by-clause/` | 4B.4 | ✅ drafted, course frame swapped, JT CTAs stripped, cover image generated | +| `content/blog/three-questions-turn-standup-into-proof/` | 5.3 | ✅ drafted, course frame swapped, JT CTAs stripped, infographics embedded | + +### Wrap posts (10 from 2510 plan, framing added retroactively when each ships) + +Per 2510 LinkedIn validation sprint (May 13 - June 17, 2026): NEW-J, NEW-K, NEW-A, NEW-L, NEW-I, NEW-M, NEW-C, NEW-E, NEW-D2, #20 slopsquatting. + +--- + +## ✅ Sprint 1 ready-to-spawn checklist + +- [x] Course modules doc updated with 10 self-assessment questions + routing logic +- [x] Module 2.3 renamed (Job Stories framework leak removed) +- [x] Module 5 verification-layer requirement added to module doc +- [x] All 4 drafted posts: zero JT service CTAs (audit clean) +- [x] All 5 lead magnets: authorship credit footer retained +- [x] Memory feedbacks saved (Option C positioning + viral shareability) +- [x] PROJECT-INDEX.md integration rules expanded (rules 9 and 10 added) +- [x] Sprint 1 scope defined: 3 posts + 3 artifacts +- [ ] Sprint 1 task #1 spawned (Module 0.1 + Self-Assessment Worksheet) - awaiting user go-ahead + +Once user confirms, spawn writer agent for S1.1 with the full doctrine inheritance brief. From cd674acdf8a052430279dd2ba14819e4409cc6f1 Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Tue, 12 May 2026 21:53:42 +0200 Subject: [PATCH 3/8] feat(course): ship Sprint 2.1 Module 1.3 (closes Module 1) + landing page module-first framing S2.1 deliverable: - /blog/validated-problem-statement-decide-whats-next/ (Module 1.3 post) - /blog/validated-problem-statement-template/ (companion artifact, public URL) - 2 inline SVGs + 1 Mermaid diagram Hook archetype rotated to Reddit-poster (per hook-bank diversity rule applied after S1.3 cold-eyes review flagged "founder we picked up" pattern saturation). 0 em-dashes, 0 banned words, 0 JT service CTAs. Landing page restructured per user directive (2026-07-22): - Removed public post-count framing ("X of 26 posts") - too granular for ICP - Module table now shows status (Complete / Partial / Coming) + approx reading time per module - ICP cares about modules + time, not chapter-by-chapter granularity Module 1 is now complete (3 of 3 chapters live: outreach + Mom Test + validated problem statement). Co-Authored-By: Claude Opus 4.7 (1M context) --- .../index.md | 47 +++-- .../index.md | 194 ++++++++++++++++++ .../problem-statement-template.svg | 80 ++++++++ .../score-matrix.svg | 97 +++++++++ .../index.md | 176 ++++++++++++++++ .../50-59-execution/SPRINT-RUNBOOK.md | 11 +- 6 files changed, 578 insertions(+), 27 deletions(-) create mode 100644 content/blog/validated-problem-statement-decide-whats-next/index.md create mode 100644 content/blog/validated-problem-statement-decide-whats-next/problem-statement-template.svg create mode 100644 content/blog/validated-problem-statement-decide-whats-next/score-matrix.svg create mode 100644 content/blog/validated-problem-statement-template/index.md diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index adb8c35f5..d0d4d4d8a 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -27,13 +27,13 @@ canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-202 related_posts: false --- -> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-07-15. +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-07-22. # Tech for Non-Technical Founders 2026 -A free 26-post course that takes a non-technical founder from **idea to first paying users** in the most effective way for 2026 — without hiring engineers you don't need. +A free course that takes a non-technical founder from **idea to first paying users** in the most effective way for 2026 — without hiring engineers you don't need. -The course is being **built in public**. Each post + downloadable artifact ships as soon as it passes review. You can start reading today; the course will be complete by the end of Q3 2026. +**8 modules · ~10 hours of reading · self-paced.** The course is being **built in public** — each module ships as soon as it passes review. You can start today; the full course will be complete by the end of Q3 2026. ## What you walk away with @@ -62,21 +62,21 @@ This is a free course. We don't sell anything inside it. ## The 8 modules -🟢 = live now · 🟡 = drafted, in review · 🔲 = planned +🟢 = live now · 🟡 = drafted, polishing · 🔲 = coming soon -| # | Module | Output you walk away with | Posts (live / total) | -|---|---|---|---| -| 0 | **Where Are You?** | Self-assessment + your starting module | 🟢 1 / 1 | -| 1 | **Validate the Problem** | One-page validated problem statement | 🟢 2 / 3 | -| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 🟢 1 / 3 | -| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 🔲 0 / 2 | -| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 🔲 0 / 2 | -| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 🟢 1 / 4 | -| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 🟢 2 / 6 | -| 6 | **When Things Break** | Salvage / rebuild decision | 🔲 0 / 2 | -| 7 | **Manage AI-Era Risks** | AI interrogation system | 🔲 0 / 3 | +| # | Module | Output you walk away with | Approx. read | Status | +|---|---|---|---|---| +| 0 | **Where Are You?** | Self-assessment + your starting module | 15 min | 🟢 Complete | +| 1 | **Validate the Problem** | One-page validated problem statement | 1.5 hr | 🟢 Complete | +| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟡 Partial (1 of 3 chapters) | +| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🔲 Coming next | +| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🔲 Coming | +| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (1 of 4 chapters) | +| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 2 hr | 🟡 Partial (2 of 6 chapters) | +| 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | +| 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | -**Status (2026-07-15)**: 6 of 26 posts live - Sprint 1 closed. Sprint 2 (Module 1.3 + Module 2 net-new posts) starts next week. +**Status (2026-07-22)**: Modules 0 and 1 complete. Module 2, 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. ## What's live right now @@ -85,7 +85,8 @@ This is a free course. We don't sell anything inside it. ### 📍 Module 1 — Validate the Problem - [Find 10 People With the Problem in 2026](/blog/find-10-people-with-problem-outreach-2026/) -- [The Mom Test: Ask About the Past, Not the Future](/blog/mom-test-ask-about-past-not-future/) — **just shipped** +- [The Mom Test: Ask About the Past, Not the Future](/blog/mom-test-ask-about-past-not-future/) +- [Write Down What You Heard, Decide What's Next](/blog/validated-problem-statement-decide-whats-next/) — **just shipped, closes Module 1** ### 📍 Module 2 — Design the Solution - [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) @@ -99,11 +100,12 @@ This is a free course. We don't sell anything inside it. ## What's coming next -The next 3 posts open Sprint 2: +Next 2 chapters fill out Module 2: -- Module 1.3 — **Write Down What You Heard, Decide What's Next** — closes Module 1 -- Module 2.2 — **The One-Page Product Brief (Vibe PRD)** — opens Module 2 net-new content -- Module 2.3 — **Stop Specifying Features. Start Specifying Outcomes.** +- **The One-Page Product Brief (Vibe PRD)** — coming this week +- **Stop Specifying Features. Start Specifying Outcomes.** — coming next week + +After Module 2 closes, Module 3 opens (the self-serve vs hire decision). Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). @@ -125,6 +127,7 @@ Each module ships with at least one downloadable artifact. We capture an email t | 10-question Self-Assessment Worksheet | 0 | 🟢 [/blog/self-assessment-worksheet/](/blog/self-assessment-worksheet/) | | Outreach Sequence Template | 1.1 | 🟢 [/blog/outreach-sequence-template/](/blog/outreach-sequence-template/) | | Mom Test Interview Script | 1.2 | 🟢 [/blog/mom-test-interview-script/](/blog/mom-test-interview-script/) | +| Validated Problem Statement Template | 1.3 | 🟢 [/blog/validated-problem-statement-template/](/blog/validated-problem-statement-template/) | | Vibe PRD Template (Product Brief) | 2.2 | 🔲 Sprint 2 | | Self-Serve Stack Walkthrough PDF | 4A.1 | 🔲 Sprint 3 | | SOW Reading Guide | 4B | 🟢 [/blog/sow-reading-guide/](/blog/sow-reading-guide/) | @@ -148,4 +151,4 @@ The course doesn't sell JT services. We sign the work (so you know who wrote it) --- -Last updated: 2026-07-15. +Last updated: 2026-07-22. diff --git a/content/blog/validated-problem-statement-decide-whats-next/index.md b/content/blog/validated-problem-statement-decide-whats-next/index.md new file mode 100644 index 000000000..b7300ba9c --- /dev/null +++ b/content/blog/validated-problem-statement-decide-whats-next/index.md @@ -0,0 +1,194 @@ +--- +title: "Validate Your Problem: Write the One Page" +description: "After 10 Mom Test interviews, synthesize the one-page validated problem statement and decide build, pivot, or kill. Module 1.3 of the free 2026 course." +date: 2026-07-22 +draft: false +author: "JetThoughts Team" +slug: validated-problem-statement-decide-whats-next +keywords: + - validated problem statement template + - non technical founder validate idea + - decide pivot or build + - customer interview synthesis + - founder pre-launch decision +tags: + - founders + - non-technical-founder + - validation + - course-companion +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Validate Your Problem: Write the One Page" + og_description: "After 10 Mom Test interviews, synthesize the one-page validated problem statement and decide build, pivot, or kill. Module 1.3 of the free 2026 course." +cover_image_alt: "JetThoughts cover showing a one-page validated problem statement template on the left and a build pivot kill decision matrix on the right" +canonical_url: "https://jetthoughts.com/blog/validated-problem-statement-decide-whats-next/" +related_posts: false +--- + +> **Module 1 · Step 3 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: 10 Mom Test interview transcripts (from Module 1.2). Output: a one-page validated problem statement signed by 2 advisors/peers + a build/pivot/kill decision. + +A founder posted in r/startups last month: *"I did all 10 interviews. Now what?"* Forty-seven commenters told her to start building. Two said hire an engineer. None asked her to write the problem down first. She replied two days later that she'd already opened a Lovable project and was prompting her way to a prototype. The 10 transcripts stayed in a Notion doc she never reread. That moment - 10 interviews in a folder, an open prompt window, no written synthesis - is where most validation rounds die quietly. + +![One-page validated problem statement template with five labeled sections: who has the problem, what it costs them, what they tried, why now, how big is the pain.](problem-statement-template.svg) + +## Why this matters in 2026 + +Interview-to-product is where pre-seed founders get cheaper to kill than to save. You ran 10 honest conversations. The transcripts are sitting in a Notion doc. In 2026 the trap is the same as in 2016 with a faster build tool attached: you open Lovable or Bolt or Cursor on Monday, you're prompting a prototype by Tuesday afternoon, and the synthesis step - the actual validation - never happens. Six weeks later you have a working MVP nobody asked for and a [quality tax for AI MVPs](/blog/quality-tax-ai-mvp-cost/) you didn't budget for. Synthesis isn't a nice-to-have. It's the part of validation that turns 10 transcripts into a decision a peer can argue with. + +## The 3-step synthesis + +Synthesis runs on three moves. You don't need a framework. You need 90 minutes alone with the 10 transcripts, a printed template, and the willingness to write down a number that might be a 3. + +### Step 1 - Score each interview 1-10 + +Open the transcripts in order. For each call, read your handwritten Q4 score and your emotional-flag count from [the Mom Test interview script](/blog/mom-test-interview-script/). Combine the two into one number from 1 to 10. + +A score of 7+ means the interviewee gave you a 7 or higher on Q4 *with a comparison* (the polite-default 7 with no comparison rounds to 5) and at least 3 emotional-language flags across the five answers. A 4 to 6 means partial signal - a real story but a weak workaround, or a high Q4 score with zero frustration language. Below 4 means polite-yes mode: vague Q1 answers, "nothing yet" on Q3, a hedged Q4 number under 7. + +Write the number on the first page of each transcript. Don't average yet. Don't reread the answers to argue yourself up. The score you wrote within 5 minutes of hanging up is more honest than the one you'd write today after a week of wanting the number to be higher. + +### Step 2 - Count the strong signals + +On a single sheet of paper, list the 10 scores in a column. Circle every score that is 7 or higher. That circled count is your strong-signal number. + +The pattern matters more than the average. Eight 7+ scores and two 3s is a strong signal - you found a problem two ICPs share. Five 7+ scores and five 5s is muddled - the ICP definition is too broad and the calls split into two groups. Three 9s and seven 4s is the dangerous one: you talked to your three best friends in the industry and they validated the idea while seven strangers told you the truth. Read the pattern before you read the average. + +Skip ahead to the [interview score-to-decision matrix](#the-decision-build-pivot-kill) below, which maps the count to the next action. The math is deliberately blunt because synthesis is the part where founders rationalize their way back to building. + +### Step 3 - Write the one page + +Open the [Validated Problem Statement Template](/blog/validated-problem-statement-template/) on a second screen. Fill it in within 30 minutes. Five sections, no exceptions: + +- **Who has the problem.** A named persona, named industry, and the count of interviewees who confirmed it (the strong-signal number from Step 2). "Pre-seed B2B SaaS founders running their own bookkeeping. 8 of 10 confirmed." +- **What it costs them.** Time per week, money per month, and one specific moment-of-pain quote from a real transcript. Avoid "frustrating" and "time-consuming." Use the quote that has a date and a person. +- **What they've tried.** Named workarounds (tools, hired people, manual scripts) and why each failed. The workarounds are your real competitors and your pricing anchor. +- **Why now.** The trigger event or market shift that makes this problem solvable in 2026 when it wasn't in 2023. AI-cost collapse, a regulatory change, a platform shift. If the answer is "no real change, just my idea," the why-now is missing and the post-launch story will start the same way. +- **How big is the pain.** The average score across 10 calls plus the strong-signal count. Print both, not just the average. + +A single side of paper. If you spill onto a second page, the persona is too broad or the pain is too vague. Cut until it fits. + +## The decision: build / pivot / kill + +Your strong-signal count from Step 2 routes you to one of three outcomes. Each outcome has a next action you can name today. + +![Interview score-to-decision matrix. Ten dots plotted across three zones: build for seven or more strong signals, pivot for four to six, kill for fewer than four.](score-matrix.svg) + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["10 Mom Test transcripts.
    90 minutes alone, pen + printed template."]) + Start --> S1[Step 1
    Score each interview 1-10] + S1 --> S2[Step 2
    Count strong signals 7+] + S2 --> S3[Step 3
    Write the one page] + S3 --> S4{Strong signals
    in 10 calls?} + S4 -->|7 or more| Build[BUILD
    Move to Module 2.
    Write the Product Brief.] + S4 -->|4 to 6| Pivot[PIVOT
    Run 5 more interviews.
    Refine the ICP first.] + S4 -->|Fewer than 4| Kill[KILL
    Find a different problem.
    Restart Module 1.] + Build --> Sign[Show to 2 advisors.
    Get 2 signatures before building.] + Pivot --> Sign + Kill --> Sign + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef step fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef decision fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef build fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef pivot fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef kill fill:#ffebee,stroke:#c62828,stroke-width:2.5px,color:#1a1a1a + classDef sign fill:#f5f5f5,stroke:#555,stroke-width:2px,color:#1a1a1a + + class Start start + class S1,S2,S3 step + class S4 decision + class Build build + class Pivot pivot + class Kill kill + class Sign sign +``` + +**7+ strong signals: build.** You have a problem that 70%+ of a stranger sample confirmed with felt urgency. The validated problem statement is your input to Module 2. Move on. Write the one-page Product Brief next. + +There is one upgrade most founders skip here: the *3 pre-orders = green light* rule. Before you start writing code or hire an engineer, ask 3 of the strongest-signal interviewees for a pre-order, a paid letter of intent, or a deposit toward the prototype. £500 each, $500 each, whatever's appropriate for the price point. Strangers who told you their problem score is a 9 should be willing to put a small commitment behind it. If 3 of your top 5 say yes, you have validation with money attached - the strongest signal there is. If 0 of 5 say yes, the 7+ scores were politer than you thought, and you slide back into the pivot lane. + +**4-6 strong signals: pivot.** The signal is partial. Most often this is an ICP problem, not a problem problem. You ran 10 calls across two-and-a-half segments and got two clean signals from one segment plus noise from the others. Pick the cleanest segment, sharpen the ICP definition, run 5 more interviews against that narrower group. Don't build yet. The 5 sharper interviews cost you a week. A built MVP against a fuzzy ICP costs you a quarter. + +If the second round of 5 lands the strong-signal count above 7, you're in the build lane with a sharper definition. If it stays in the 4-6 range, the problem is real but the urgency isn't - park the idea, run a smoke-test landing page from [Module 1.1](/blog/find-10-people-with-problem-outreach-2026/) while you go talk to a different ICP. + +**Below 4 strong signals: kill.** The problem doesn't have a real problem behind it. Strangers were polite. Your three friends were enthusiastic. The market said no in the only way the market knows how to say no before a launch: by not feeling the pain enough to put a number on it. + +This is the hard one to honor. The instinct is to argue the scores up, find the one 9 and build for that one person, or rerun the same 10 calls with a different framing. The kill outcome saves you the [refactoring tax cost](/blog/quality-tax-ai-mvp-cost/) of building for an unfelt problem. Write down what you learned about the wrong ICP, the wrong framing, or the wrong trigger event. Start Module 1 again with a different hypothesis. The five days you spent on the failed validation cost you a five-digit dollar amount less than the alternative. + +## What good looks like vs what bad looks like + +Your same 10 transcripts can produce a bad problem statement or a good one. The wording does the work. + +**Bad problem statement (vague, polite, unfilled):** +> Founders need a better way to validate their startup ideas. Many of them waste time and money. Our solution will help them be more efficient. + +**Good problem statement (specific, named, signed):** +> Pre-seed B2B SaaS founders running their own discovery do customer interviews, but 9 of 10 (per our 10-call sample, Apr-May 2026) use hypothetical-future questions and get polite-yes answers. The average interviewee currently spends 6-12 hours running interviews and learns the problem wasn't real only after their first launch flops - typical sunk cost is 6 weeks of build time plus £15-30K of contractor spend. Workarounds tried: YC Library essays (too high-level), $1,500 SurveyMonkey panel (taught one founder I spoke with nothing in the survey style), free templates downloaded but not used. Why now: AI-built MVPs accelerated this failure mode - the prototype lands in 4 days instead of 12 weeks, so the validation gap surfaces faster. Pain average 7.6/10 across 10 calls, 8 strong signals. + +The good answer has named industry, dated sample, named workarounds with named failure modes, a quantified cost, a why-now, and a strong-signal count. A peer can argue with it. The bad answer has nothing to argue with - which is why advisors nod politely when they read it and never get to "I disagree with the pricing because of how you described their workaround." + +**Bad cost statement:** +> The problem costs founders a lot of time and money. + +**Good cost statement:** +> Six weeks of full-time founder work plus £15K to £30K of contractor spend per failed validation round. One founder I spoke with paid $1,500 for a SurveyMonkey panel that returned 47 responses, none of which mentioned the problem her product was solving. Another spent six weeks reading r/SaaS for free and learned more in the first three threads. + +A good cost statement is pulled from a real transcript. The bad one is a placeholder you should have deleted. If your statement has the word "many" or "a lot," cross it out. + +**Bad why-now:** +> The market is changing fast. + +**Good why-now:** +> AI inference costs dropped 70% from 2024 to 2026, which makes per-document AI processing economical at a $9/month price point for the first time. Stripe's automated tax product launching in Q1 2026 shows the SMB-finance segment is being deconstructed feature by feature, but bookkeeping reconciliation is still manual at pre-seed founder budgets. + +The good why-now names the specific shift, the specific price point, and the specific market signal. The bad why-now is filler. + +## What to do tomorrow + +Three actions, in order. + +- **Block 90 minutes on your calendar tomorrow morning. Print [the Validated Problem Statement Template](/blog/validated-problem-statement-template/). Bring the 10 transcripts and a pen.** Don't do this on a screen. The friction of handwriting is what stops you from typing the bad version straight out of an LLM. Score, count, write the page. Do not open Lovable or Cursor before the page is signed. +- **Send the filled page to 2 people for signature.** One advisor (a founder one step ahead, a fractional CTO, a board member). One peer (another founder still pre-launch). Ask each: "Would you argue with this problem statement?" If both nod, you're done with Module 1. If either picks a fight, you have your next 5 interviews to run. +- **If you scored in the BUILD band, run the 3 pre-orders test before you build.** Email your top 5 strongest-signal interviewees. Ask each for a £500 deposit, a signed letter of intent, or a paid waitlist slot. Three yeses out of five = build. Zero yeses = the 7+ scores were politer than you thought. The check between the validated problem statement and the first line of code costs you four days and saves you a quarter. + +> The synthesis is the validation. The 10 interviews are the raw material. A founder with 10 unwritten transcripts and an open Lovable prompt has not validated anything yet - she has a folder and a hypothesis. + +The [Validated Problem Statement Template](/blog/validated-problem-statement-template/) is the artifact for this post. Print it, fill it in 30 minutes, get 2 signatures, and the Module 1 checkpoint is closed. + +Founders who skip this step are not the founders who fail at the build. They're the founders who succeed at the build and find no buyers. The [pre-PMF founder sales rule](/blog/sales-pre-pmf-should-be-done-by-founders/) - validation is founder work - applies to synthesis too. You don't outsource this to a contractor, an advisor, or an LLM. You write the page yourself because the act of writing is what tells you whether the 10 transcripts actually pointed somewhere. + +## Continue the course + +This is **Module 1 · Step 3 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 1 closes here. Next stop: Module 2 (Design the Solution). + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| **1** | **Validate the Problem** ← you are here | **One-page validated problem statement** | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 1 · Validate the Problem**: 1.1 [Find 10 People With the Problem in 2026](/blog/find-10-people-with-problem-outreach-2026/) · 1.2 [The Mom Test: Ask About the Past, Not the Future](/blog/mom-test-ask-about-past-not-future/) · 1.3 **Validate Your Problem: Write the One Page** ← you are here. + +## Further reading + +- Rob Fitzpatrick, [The Mom Test (book site)](https://www.momtestbook.com/) - the book that named the technique your 10 transcripts were built on. Pages 88 to 102 cover the synthesis pattern. +- Y Combinator, [How to Talk to Users (Startup Library)](https://www.ycombinator.com/library/6g-how-to-talk-to-users) - YC's distilled discipline for the same conversation, free, 20 minutes. +- Teresa Torres, [Continuous Discovery Habits](https://www.producttalk.org/continuous-discovery-habits/) - what these interviews become after the validation phase, when you run them weekly forever as a built habit. +- Steve Blank, [The Four Steps to the Epiphany - Customer Discovery](https://steveblank.com/category/customer-development/) - the original customer-development methodology and the synthesis-to-pivot rule that predates the lean canvas era. +- Lenny Rachitsky, [Customer interviewing 101](https://www.lennysnewsletter.com/p/the-ultimate-guide-to-conducting) - operational walkthrough including how to write findings up after the calls. +- Ash Maurya, [Running Lean - Problem-Solution Fit](https://blog.leanstack.com/the-problem-solution-fit-canvas/) - one alternative canvas if you prefer a guided template over a freeform one-pager. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/validated-problem-statement-decide-whats-next/problem-statement-template.svg b/content/blog/validated-problem-statement-decide-whats-next/problem-statement-template.svg new file mode 100644 index 000000000..c39718efe --- /dev/null +++ b/content/blog/validated-problem-statement-decide-whats-next/problem-statement-template.svg @@ -0,0 +1,80 @@ + + One-page validated problem statement - 5 sections on a notebook page + A handwritten-style notebook page divided into five fillable blocks. Section 1 names the persona and count of interviewees who confirmed. Section 2 quantifies cost in time, money, sanity. Section 3 lists workarounds tried and why they failed. Section 4 names the trigger event making the problem solvable now. Section 5 records the 1-10 pain score average and count of strong signals. + + + + + + + + + + + + + + + + Validated Problem Statement + Fill in 30 minutes after 10 Mom Test interviews. Show to 2 advisors before building. + + + + + 1. + Who has the problem + Persona: ________________________________________________ + Industry / vertical: ____________________________________ + Of 10 interviewees, this many confirmed the problem: ___ /10 + e.g., "Pre-seed B2B SaaS founders. 9 of 10 confirmed." + + + + + 2. + What it costs them + Time per week: ____ hrs Money per month: $______ + Sanity cost (concrete moment): __________________________ + Specific quote from an interview: _______________________ + e.g., "6 hrs/week. $800/month CFO time. Missed daughter's bedtime 3 Mondays." + + + + + 3. + What they've tried + Workaround 1: _____________________ Why it failed: ________ + Workaround 2: _____________________ Why it failed: ________ + Current spend on workarounds: $______ /month + e.g., "Zapier $79/mo (breaks every 2 weeks). VA on Upwork $300/mo (manual fix)." + + + + + 4. + Why now + Trigger event or shift: _________________________________ + What changed in the last 12 months: _____________________ + e.g., "AI made it possible to auto-classify expense receipts at $0.001 per call." + + + + + 5. + How big is the pain + Average pain score across 10 interviews: ___ /10 + Strong signals (score 7+ with 3+ emotional flags): ___ /10 + 7+ strong = BUILD + diff --git a/content/blog/validated-problem-statement-decide-whats-next/score-matrix.svg b/content/blog/validated-problem-statement-decide-whats-next/score-matrix.svg new file mode 100644 index 000000000..dcc7bc655 --- /dev/null +++ b/content/blog/validated-problem-statement-decide-whats-next/score-matrix.svg @@ -0,0 +1,97 @@ + + Interview score-to-decision matrix - 10 interviews, 3 zones + Three horizontal bands. Top green band labeled BUILD covers scores 7 to 10. Middle yellow band labeled PIVOT covers scores 4 to 6. Bottom red band labeled KILL covers scores 1 to 3. Ten dots plotted at interview slots 1 through 10 across the bands. + + + + + + + Score 10 interviews. Read the pattern. Decide. + Each dot is one interview. Each band is one decision. + + + + BUILD + Score 7-10. Real problem, felt urgency, named workaround. + 7+ dots in this band across 10 calls = green light. Move to Module 2. + + + + PIVOT + Score 4-6. Some signal, polite hedging, weak workaround. + 4-6 dots in this band = rerun 5 interviews with a sharper hypothesis. + + + + KILL + Score 1-3. No felt problem, no workaround, polite-yes calls only. + 7+ dots in this band = find a different problem. Don't build. + + + + 10 interview slots (1 through 10) + + + + + + 8 + 1 + + + + 9 + 2 + + + + 5 + 3 + + + + 7 + 4 + + + + 8 + 5 + + + + 3 + 6 + + + + 9 + 7 + + + + 7 + 8 + + + + 6 + 9 + + + + 8 + 10 + + Sample reading: 7 of 10 calls in the BUILD band. Green light. Move to Module 2. + diff --git a/content/blog/validated-problem-statement-template/index.md b/content/blog/validated-problem-statement-template/index.md new file mode 100644 index 000000000..e1e0c3602 --- /dev/null +++ b/content/blog/validated-problem-statement-template/index.md @@ -0,0 +1,176 @@ +--- +title: "Validated Problem Statement Template" +description: "The one-page template that synthesizes 10 Mom Test interviews into a build/pivot/kill decision. Print, fill in 30 minutes, show to 2 advisors." +date: 2026-07-22 +draft: false +author: "JetThoughts Team" +slug: validated-problem-statement-template +keywords: + - founder validated problem template + - one page problem statement + - pre-build decision + - customer interview synthesis + - pivot kill build framework +tags: + - founders + - non-technical-founder + - template + - course-companion + - validation +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/validated-problem-statement-template/" +related_posts: false +--- + +📋 Template companion to the [Module 1.3 post](/blog/validated-problem-statement-decide-whats-next/). Print after running 10 interviews. Fill in 30 minutes. Show to 2 advisors before building anything. + +# Validated Problem Statement Template - One Page, Five Sections + +*The synthesis sheet that turns 10 Mom Test transcripts into a build, pivot, or kill decision.* + +## Why this exists + +A solo founder I spoke with last month sent 47 cold DMs to Twitter strangers complaining about their CRM. Twelve answered. Of the twelve, two said yes and ten said honest, paragraph-long no's. She had spent six weekends collecting transcripts in a folder labeled `notes`. When she opened the folder to write the problem statement, she realized she had never named the persona, never tallied the strong signals, and never written the why-now. The ten no's looked alike in her memory and contradicted each other on the page. Half of them were not even the persona she was building for. The synthesis took 90 minutes the first time she sat down to do it - and the decision the page produced was *pivot to a different ICP* rather than *build*. She kept the calendar she would have spent prompting Lovable and ran 5 sharper interviews instead. This template is the page she filled in. + +## How to use this + +Block 90 minutes on a single morning. Print the template (or copy the markdown version below into a Notion doc). Bring all 10 interview transcripts, your handwritten Q4 scores, your emotional-flag counts. + +The order matters. Score first, count second, write the page third. Founders who write the page before they score will write the page they wished the calls had returned, not the page the transcripts actually support. The friction of writing the score before the prose is what stops you from talking yourself into the build. + +Take the filled page to 2 readers within 48 hours. One advisor (a founder one step ahead, a fractional CTO, a board member). One peer (another founder still pre-launch). Ask each: "Would you argue with this?" If both nod, you're done with Module 1. If either picks a fight on the persona, the cost, or the why-now, you have your next 5 interviews to run. + +Total time budget: 30 minutes to write, 48 hours to circulate, 1 hour to incorporate the 2 advisor reads. Hard cap at 3 hours total. Beyond that, you're polishing instead of validating. + +## The template - copy and paste + +Use the markdown block below directly in Notion, or print the PDF version (the [SVG version of the page](/blog/validated-problem-statement-decide-whats-next/) is embedded in the Module 1.3 post). + +``` +================ VALIDATED PROBLEM STATEMENT ================ + +Founder name: ________________________ Date: ____________ + +Interview sample: 10 calls, run between ____/____ and ____/____. + +------------------------------------------------------------- +1. WHO HAS THE PROBLEM +------------------------------------------------------------- + +Persona (named, specific): +____________________________________________________________ + +Industry / vertical (one, not many): +____________________________________________________________ + +Of 10 interviewees, this many confirmed the problem: ___ /10 + +Quote from a strong-signal call (one sentence, verbatim): +"___________________________________________________________" + +------------------------------------------------------------- +2. WHAT IT COSTS THEM +------------------------------------------------------------- + +Time per week: _____ hours +Money per month: $_______ +Sanity cost (one concrete moment from a transcript): +"___________________________________________________________" + +Cost is consistent across the 10 calls (Y/N): _____ + +------------------------------------------------------------- +3. WHAT THEY'VE TRIED +------------------------------------------------------------- + +Workaround 1: ______________________ Why it failed: _______ +Workaround 2: ______________________ Why it failed: _______ +Workaround 3: ______________________ Why it failed: _______ + +Current spend on workarounds: $_______ /month (average) + +The workaround is the budget your product would replace. +Name the closest competitor: ______________________________ + +------------------------------------------------------------- +4. WHY NOW +------------------------------------------------------------- + +Trigger event (what changed in last 12 months): +____________________________________________________________ + +Market shift (regulation, AI cost, platform, behavior): +____________________________________________________________ + +If this section is empty, the why-now is missing. +A missing why-now usually means the idea is good and the +timing is wrong - park it, run a smoke-test landing page, +revisit in 6 months. + +------------------------------------------------------------- +5. HOW BIG IS THE PAIN +------------------------------------------------------------- + +Average pain score across 10 calls (Q4 + emotional flags): +______ /10 + +Strong signals (score 7+ with 3+ emotional flags): ___ /10 + +Decision based on strong-signal count: + [ ] 7 or more → BUILD. Move to Module 2. + [ ] 4 to 6 → PIVOT. Run 5 more interviews with sharper ICP. + [ ] Fewer than 4 → KILL. Find a different problem. + +------------------------------------------------------------- +ADVISOR SIGN-OFF +------------------------------------------------------------- + +Advisor 1 name + role: ___________________________________ +Advisor 1 says (one sentence): ___________________________ +Date: ______________ + +Advisor 2 name + role: ___________________________________ +Advisor 2 says (one sentence): ___________________________ +Date: ______________ + +============================================================ +``` + +## What good looks like vs what bad looks like + +**Section 1 - Who has the problem** + +> Bad: *"Founders and small business owners who need help with productivity."* + +> Good: *"Pre-seed B2B SaaS founders running their own bookkeeping reconciliation between Stripe, QuickBooks, and a Google Sheet. 8 of 10 interviewees confirmed (industry: vertical SaaS, May 2026 sample). Quote: 'Last Tuesday at 9pm I spent 40 minutes copying Stripe payouts into my QuickBooks ledger. I called my CFO. She did it in 90 seconds. I felt stupid.'"* + +The good version names the persona by stage, industry, and the specific workflow. It puts a number on the strong-signal count and includes one verbatim quote. A peer can argue with it: "Are you sure pre-seed is the right segment? Wouldn't seed-to-Series-A be the buyer?" That argument is exactly the value. The bad version is too broad to argue with, which is why advisors nod and the post-launch failure mode is *crickets*. + +**Section 2 - What it costs them** + +> Bad: *"It costs them time and money. It's a significant pain point."* + +> Good: *"6 hours per week. £800 per month in CFO contractor time. One founder I spoke with paid $1,500 for a SurveyMonkey panel after the bookkeeping pain spiked - the panel returned 47 useless responses and she did the work herself anyway. Cost was consistent across 8 of 10 calls; 2 were running their own pre-revenue and had zero contractor spend (but 12 hours of personal time per week)."* + +The good version uses real numbers from transcripts. The £1,500 panel anecdote is from a specific person. The 6 hours and £800 are averages with the sample's variance noted. The bad version is unfilled white space dressed up as prose. + +**Section 4 - Why now** + +> Bad: *"AI is changing everything. The market is ready."* + +> Good: *"AI inference cost for the document-classification step fell from $0.04 to $0.001 per call between 2024 and 2026 - the unit economics flip at $9/month per seat. Stripe's automated tax product (launching Q1 2026) signals SMB finance is being deconstructed feature by feature, but bookkeeping reconciliation at pre-seed founder budgets is still manual."* + +The good version names the specific cost number, the specific competitor's specific product, and the specific gap. It cites a competitor signal that *supports* the timing rather than refuting it. The bad version is filler that means nothing and helps no one. + +## What to do after + +- **Get 2 advisor signatures within 48 hours.** Email the page as a PDF. Ask: "Would you argue with this problem statement?" One sentence response is enough. If both say no, you've passed Module 1's checkpoint and you move to the [Module 2 Product Brief](/blog/tech-for-non-technical-founders-2026/) next. +- **If you landed in the BUILD lane (7+ strong signals), run the 3 pre-orders test before writing code.** Email your 5 strongest-signal interviewees. Ask each for a £500 deposit, a signed letter of intent, or a paid waitlist slot. Three yes-and-paid out of five = build. Zero yes = the 7+ scores were politer than you thought, slide back to pivot. +- **If you landed in the PIVOT lane (4-6), pick the cleanest segment and run 5 sharper interviews using [the Mom Test interview script](/blog/mom-test-interview-script/) again.** Don't rerun the same 10 - they've already given you their honest answer. New segment, new interviews, one week. +- **If you landed in the KILL lane (fewer than 4), write a 200-word post-mortem to your future self.** What ICP did you pick wrong? What why-now did you assume that wasn't true? What workaround did you not learn about until interview 7? The post-mortem is the most valuable artifact from a kill round - it stops you from picking the same wrong target again next quarter. The [stop-AI-obsession validation post](/blog/stop-ai-obsession-smart-way-validate-your-startup-idea-product-bootstrap/) has the long version of the discipline. + +Founders who skip the synthesis page and start prompting are the same founders who, six weeks later, post a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about a working MVP nobody wants. The page is cheap. The build round you skip because of the page is the expensive thing you avoid. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md index f12b4c3eb..ee6f16299 100644 --- a/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md +++ b/docs/projects/2605-tech-for-non-technical-founders/50-59-execution/SPRINT-RUNBOOK.md @@ -246,11 +246,12 @@ Per the "small chunks + notice ICP in progress" directive (2026-05-12), every ap 1. **Hugo build** + commit to master → post goes live. 2. **Update the landing page** at `content/blog/tech-for-non-technical-founders-2026/index.md`: - - Move the post's row from 🔲 → 🟢 in the modules table. - - Update the "Status: X of 26 posts live" line. - - Update the "What's live right now" section with the new post link. - - Update the "What's coming next" section to reflect what's queued. - - Bump the "Last updated" date at top and bottom. + - Module table status column: `🔲 Coming` → `🟡 Partial (N of M chapters)` → `🟢 Complete` as the module fills in. + - **Do NOT publish a post count** ("X of 26 posts") to readers - they care about modules + reading time, not chapter-by-chapter granularity (memory directive 2026-07-22). + - Update the "Status: which modules complete" line at the top of the modules table. + - Update "What's live right now" with the new chapter link. + - Update "Coming next" to reflect queued chapters. + - Bump the "Last updated" date. 3. **Post the announcement** per `distribution-prep.md` schedule: - Day 0: blog post + landing page update - Day 1: LinkedIn (Paul Keen voice, per `linkedin-post-pipeline.md`) + Twitter thread (JT brand + Paul Keen accounts) From bd58a3296e18c3c8c4d724cfa3ec55022de13a9c Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Tue, 12 May 2026 22:09:28 +0200 Subject: [PATCH 4/8] feat(course): close Sprint 2 - ship Module 1.3, 2.2, 2.3 (Module 1 + Module 2 complete) Sprint 2 deliverables (3 chapters): - Module 1.3 "Write Down What You Heard, Decide What's Next" + Validated Problem Statement Template artifact - Module 2.2 "The One-Page Product Brief (Vibe PRD)" + Vibe PRD Template artifact - Module 2.3 "Stop Specifying Features. Start Specifying Outcomes." (no artifact - inline tactic, KISS doctrine: job-story framework name stays in citations only) After Sprint 2: - Module 1 (Validate the Problem) is COMPLETE - 3 of 3 chapters live - Module 2 (Design the Solution) is COMPLETE - 3 of 3 chapters live - Reader can now go idea -> validated problem -> Product Brief without external resources Hook-bank diversity enforced per S1.3 cold-eyes flag: - S2.1 Reddit-poster archetype - S2.2 News-pegged ($1,000 Maven cohort vs free) - S2.3 Direct address ("You asked for a simple admin panel. You got a spaceship.") - Zero "founder we picked up" leads in Sprint 2 Landing page updated per ICP feedback (2026-07-22): - Module-first framing (no post counts to readers) - Reading time per module + status (Complete/Partial/Coming) All gates clean: 0 em-dashes, 0 banned words, 0 JT service CTAs across all 3 new posts + 2 new artifacts. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../good-vs-bad-prd.svg | 90 +++++++ .../one-page-product-brief-vibe-prd/index.md | 182 ++++++++++++++ .../vibe-prd-template-visual.svg | 80 +++++++ .../admin-panel-spaceship.svg | 131 ++++++++++ .../feature-vs-outcome.svg | 120 ++++++++++ .../index.md | 168 +++++++++++++ .../index.md | 22 +- content/blog/vibe-prd-template/index.md | 224 ++++++++++++++++++ 8 files changed, 1007 insertions(+), 10 deletions(-) create mode 100644 content/blog/one-page-product-brief-vibe-prd/good-vs-bad-prd.svg create mode 100644 content/blog/one-page-product-brief-vibe-prd/index.md create mode 100644 content/blog/one-page-product-brief-vibe-prd/vibe-prd-template-visual.svg create mode 100644 content/blog/stop-specifying-features-start-outcomes/admin-panel-spaceship.svg create mode 100644 content/blog/stop-specifying-features-start-outcomes/feature-vs-outcome.svg create mode 100644 content/blog/stop-specifying-features-start-outcomes/index.md create mode 100644 content/blog/vibe-prd-template/index.md diff --git a/content/blog/one-page-product-brief-vibe-prd/good-vs-bad-prd.svg b/content/blog/one-page-product-brief-vibe-prd/good-vs-bad-prd.svg new file mode 100644 index 000000000..f3b828c5b --- /dev/null +++ b/content/blog/one-page-product-brief-vibe-prd/good-vs-bad-prd.svg @@ -0,0 +1,90 @@ + + Bad Vibe PRD vs Good Vibe PRD - side-by-side comparison of a vague brief and a specific one. + A side-by-side comparison. Left card is the bad Vibe PRD: a single line saying "Build a CRM" with no persona, no context, no metric, no no-go list. Right card is the good Vibe PRD with the five sections filled in - named persona, 60-second user context, one paragraph of build scope, one success metric, a no-go list of five items. + + + + + + + + Vibe PRD - Bad vs Good + + + + + + BAD + + "Build a CRM" + + 1. The problem + (blank) + + 2. The user + context + "Founders need a better way to + manage customer relationships." + + 3. What you're building + "A modern CRM with great UX, + integrations, and AI features." + + 4. Success metric + "Lots of happy users." + + 5. What you're NOT building + (blank) + + Result: Lovable builds a settings + page, 17 toggles, and a dashboard. + Nothing the persona actually does. + Quarter wasted on the wrong demo. + + + + + + GOOD + + Stripe → QuickBooks reconciler + + 1. The problem + Pre-seed SaaS founders, 6 hrs/week + on Stripe → QB reconciliation. + 8/10 confirmed, May 2026 sample. + + 2. The user + context + Founder, 9pm Tuesday, browser, + Stripe + QB tabs open. Wants to + be done in 10 min, not 40. + + 3. What you're building + Paste Stripe payout CSV. Get + QB journal CSV back. USD only. + Magic-link auth. No CSV stored. + + 4. Success metric + 10 of first 20 signups convert + ≥1 file in 30 days. Event: + conversion_completed. + + 5. What you're NOT building + Multi-currency · multi-Stripe · + auto-sync · settings page · roles + · mobile beyond 1024px · marketing + site beyond signup. + Result: 4-day ship. Real test in 30 days. + diff --git a/content/blog/one-page-product-brief-vibe-prd/index.md b/content/blog/one-page-product-brief-vibe-prd/index.md new file mode 100644 index 000000000..42bbf326a --- /dev/null +++ b/content/blog/one-page-product-brief-vibe-prd/index.md @@ -0,0 +1,182 @@ +--- +title: "The One-Page Product Brief (Vibe PRD)" +description: "The five sections your Lovable prompt or hired junior actually needs. Free Module 2.2 of the Tech for Non-Technical Founders 2026 course." +date: 2026-07-29 +draft: false +author: "JetThoughts Team" +slug: one-page-product-brief-vibe-prd +keywords: + - vibe prd template founder + - one page product brief + - non technical founder prd + - ai product spec lovable + - founder vibe coding spec +tags: + - founders + - non-technical-founder + - course-companion + - product +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The One-Page Product Brief (Vibe PRD)" + og_description: "The five sections your Lovable prompt or hired junior actually needs. Free Module 2.2 of the Tech for Non-Technical Founders 2026 course." +cover_image_alt: "JetThoughts cover showing a one-page product brief on a notebook with five labeled sections and a side-by-side bad vs good example" +canonical_url: "https://jetthoughts.com/blog/one-page-product-brief-vibe-prd/" +related_posts: false +--- + +> **Module 2 · Step 2 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a one-page validated problem statement (from [Module 1.3](/blog/validated-problem-statement-decide-whats-next/)). Output: a one-page Product Brief (Vibe PRD) you can hand to Lovable or a hired team. + +Drew Falkman charges $1,000 for a 4-week Maven cohort that teaches non-technical founders one core artifact - a "Vibe PRD" you hand to Lovable, Cursor, or a hired junior so the build matches the problem. The cohort is excellent. The single most useful thing inside it is a one-page template you could fill in tonight. The reason most founders pay $1,000 is they have never seen the page. Here it is, for free, with the same five sections. + +![One-page Vibe PRD template with five labeled sections: the problem, the user and their context, what you're building, success metric, what you're NOT building.](vibe-prd-template-visual.svg) + +## Why this matters in 2026 + +A traditional PRD assumes a product manager will hand it to a 6-person engineering team, all of whom will read it, ask questions in a kickoff, and translate it across two weeks of refinement. A Vibe PRD assumes an AI agent or a hired junior contractor will read it once and start building Tuesday morning. The audience changed; the document has to change with it. + +In 2026 the cost of a bad brief is not "the team builds the wrong thing in 12 weeks." It is "Lovable ships you a working demo of the wrong thing on Wednesday afternoon, and you spend the rest of the quarter discovering why the demo nobody asked for is hard to evolve." [Veracode's 2025 GenAI report](https://www.veracode.com/blog/genai-code-security-report/) found 45% of AI-generated code ships with at least one exploitable security flaw. The brief is your only chance to constrain what the agent or the junior decides to build for you, and what they decide to skip. + +## The 5-section template + +The Vibe PRD is one side of paper. Five sections, in this order. Each section is written so an AI agent or a junior contractor can act on it without a follow-up Slack thread. + +The simplest reliable order is *problem → user → build → metric → no-go*. Every section has a job. Skip one and your prompt or your contractor fills it in for you, usually wrong. + +### Section 1 - The problem (lifted from Module 1.3) + +What goes in it: one paragraph copied directly from your [validated problem statement](/blog/validated-problem-statement-decide-whats-next/). Named persona, named industry, dated 10-call sample, one verbatim quote, one quantified cost. + +Example: *Pre-seed B2B SaaS founders doing their own Stripe-to-QuickBooks reconciliation lose 6 hours per week and £800 per month in CFO contractor time. 8 of 10 interviewees confirmed (May 2026 sample). One founder said: "Tuesday at 9pm I spent 40 minutes copying Stripe payouts into QuickBooks. I called my CFO. She did it in 90 seconds."* + +Common mistake: rewriting the problem in your own voice for the brief because "this is a different document." The brief inherits the problem statement word-for-word. If you find yourself softening the language, you are about to brief a build for a problem you haven't actually validated. + +### Section 2 - The user and their context + +What goes in it: who the user is *while* they're using your product. Not the persona's life story. The 60 seconds before they reach for your thing and the 60 seconds after. + +Example: *A pre-seed founder, alone in their browser at 9pm on a Tuesday, finishing the week's bookkeeping. They have a Stripe dashboard open in one tab and a QuickBooks ledger in another. They are tired, mildly annoyed, looking for a way to finish in 10 minutes instead of 40. They will open our app from a bookmark, paste one Stripe export, and close the tab when the numbers line up.* + +Common mistake: writing the persona's company size, ARR, and tech stack as if pitching to investors. The agent or contractor doesn't need their TAM. They need to know the user is tired, has two tabs open, and wants to be done. Specific context produces a usable interface; abstract persona data produces a dashboard with seventeen filters nobody uses. + +### Section 3 - What you're building (one paragraph, plain English) + +What goes in it: one paragraph that names the smallest end-to-end thing a user can do. Verb-led. Mentions the inputs the user provides and the output they get back. No feature list, no tech stack instructions, no mention of microservices or auth strategies. + +Example: *A web app where the founder pastes a Stripe payout CSV and the app returns a QuickBooks-compatible journal entry CSV they can import in one click. The first version supports USD only, one Stripe account per user, and no multi-currency. The user authenticates with email + magic link. We never store the CSV after the conversion completes.* + +Common mistake: writing this in feature-list form ("Stripe integration · QuickBooks export · user dashboard · settings page"). The agent reads the feature list and produces a settings page nobody asked for and an integration that breaks in the first edge case. One paragraph forces you to name the thing the user *does*, not the menu items the engineer might build. + +### Section 4 - Success metric (one) + +What goes in it: one number, with a unit, that tells you whether the build worked. Measurable inside the app, not from your gut. Named timeframe. + +Example: *Of the first 20 users who land on the app, 10 successfully convert at least one Stripe export to a QuickBooks journal entry within 30 days of signup. Below that, the persona is wrong or the workflow is wrong. The metric is the conversion-completed event in our analytics, not signups.* + +Common mistake: listing three metrics (signups, retention, NPS) instead of one. Three metrics let you cherry-pick whichever one looks best. One metric forces a build/no-build decision in 30 days. The [pre-PMF founder rule](/blog/sales-pre-pmf-should-be-done-by-founders/) applies: one number, measured by you, defended in front of one advisor. + +### Section 5 - What you're NOT building (the no-go list) + +What goes in it: 5 to 8 lines naming the things a competent agent or contractor might add unprompted, that you explicitly do not want in v1. The longer this list, the cheaper your build. + +Example: *Not in v1: multi-currency support, multi-Stripe-account support, automatic recurring sync, a settings page, a billing dashboard, user roles and permissions, a marketing site beyond the signup page, mobile responsive design beyond "works on a 1024px screen." We will revisit each of these after metric in Section 4 is hit.* + +Common mistake: leaving this section blank because "we'll just say what we want and skip what we don't." Lovable, Cursor, and a hired junior all fill blanks with reasonable defaults, and reasonable defaults stack into a settings page nobody asked for. We rescued an EdTech founder in Q2 2026 whose AI-generated MVP shipped 17 settings toggles in version one. Twelve had no backend code behind them. Two crashed the app when toggled. The team had read her brief as a wish list and added everything she didn't forbid. + +![Side by side bad vs good Vibe PRD. Left: bad brief reads 'Build a CRM.' Right: good brief names the persona, the 60-second context, the one workflow, the one metric, and the no-go list.](good-vs-bad-prd.svg) + +## The 2 forks: Vibe PRD vs traditional PRD + +Not every brief is a Vibe PRD. The audience tells you which to write. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["One-page Product Brief written.
    Where does it go next?"]) + Start --> Q1{Who reads it
    and builds from it?} + Q1 -->|Lovable / Cursor / AI agent| Vibe1[Vibe PRD
    Hand the page as-is.
    Paste into prompt.] + Q1 -->|Hired junior contractor| Vibe2[Vibe PRD
    Hand the page +
    30-min kickoff call.] + Q1 -->|Hired senior engineer| Trad1[Traditional PRD
    Expand to 3-5 pages.
    Add API + data model.] + Q1 -->|Product committee / board| Trad2[Traditional PRD
    Expand to 5-10 pages.
    Add roadmap + budget.] + Vibe1 --> Ship1[Ship in 4-14 days.
    Measure Section 4.] + Vibe2 --> Ship1 + Trad1 --> Ship2[Ship in 6-12 weeks.
    Kickoff, sprints, demos.] + Trad2 --> Ship2 + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef vibe fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef trad fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef ship fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#1a1a1a + classDef decision fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + + class Start start + class Q1 decision + class Vibe1,Vibe2 vibe + class Trad1,Trad2 trad + class Ship1,Ship2 ship +``` + +**Vibe PRD if** the next stop is Lovable, Cursor, or a hired junior contractor. The one-page format is enough. The junior asks clarifying questions during the kickoff call; you answer in the same plain English you wrote the brief in. A senior would expect more context; a junior with an AI assistant ships faster from less. + +**Traditional PRD if** the next stop is a senior engineering team, an in-house product committee, or a board that needs a budget number attached. Senior engineers read briefs to find load-bearing assumptions you haven't named, and they expect a data model, an API outline, and an integration list. Product committees expect a roadmap, a phasing plan, and a go-to-market section. Both audiences will write the missing parts themselves if you don't include them, which is rarely what you want. + +The trap most founders fall into is writing a traditional PRD for a junior or an AI agent. The 5-page document buries the one paragraph the builder needed. By page 3, the agent has skimmed past the no-go list and started building a settings page. + +## Drew Falkman's $1,000 vs this + +Drew Falkman runs ["Vibe Coding Data-Enabled AI Apps" on Maven](https://maven.com/), a 4-week cohort priced at $1,000. The course teaches the same five-section template at the centre of this post, plus the Lovable + Supabase + Stripe + GitHub stack, plus a live community, plus 1:1 instructor feedback. The Maven [course reviews](https://maven.com/p/about) hover around 4.8/5. If you have $1,000 and four weeks, it's a fair trade. + +This post is not a substitute for that cohort. The cohort adds three things free reading can't: live accountability across 4 weeks, a synchronous community of other solo founders building on the same stack, and 1:1 feedback on your specific Vibe PRD before you hand it to Lovable. Those are worth paying for if accountability is your blocker. + +What this post gives you for free is the artifact. The five-section structure, the worked example, the no-go list, the decision between Vibe PRD and traditional PRD, and the [downloadable template](/blog/vibe-prd-template/) at the bottom. The doctrine without the cohort. The cohort is the support system; the artifact is the work. If you can sit alone in a room for two hours and write the page without external accountability, the artifact is enough. If you can't, $1,000 buys you the structure to do it. + +## What to do tomorrow + +Three actions, in order. + +- **Block 90 minutes tomorrow morning. Open your filled-in [Validated Problem Statement](/blog/validated-problem-statement-template/) and the [Vibe PRD Template](/blog/vibe-prd-template/) side by side.** Copy Section 1 of the Vibe PRD verbatim from your validated problem statement. Fill Sections 2 through 5 from scratch. Hard cap at 90 minutes. If you spill, the persona is too broad. +- **Read the brief aloud to one peer over coffee or a 20-minute call.** Ask: "If you had to build this in a week using Lovable, what would you build that isn't in my no-go list?" Their first answer is your missing no-go item. Add it. +- **Paste the brief into Lovable, Cursor, or your contractor's first kickoff doc.** Do not edit it for the audience. The same one page goes to both. If the agent or the contractor asks a question whose answer is in the brief, your brief failed; rewrite the section that confused them before you take a second pass at the build. + +> A Vibe PRD is what's left when you remove everything an AI agent or a hired junior cannot act on by tomorrow morning. The five sections are the floor, not the ceiling. + +The [Vibe PRD Template](/blog/vibe-prd-template/) is the artifact for this post. Print it, fill it in 45 minutes, hand it to your AI agent or contractor the next day, and Module 2's checkpoint moves one step closer. + +Founders who skip this page and start prompting are the founders who, six weeks later, post a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about a working MVP nobody wants. The brief is cheaper than the build it prevents. + +## Continue the course + +This is **Module 2 · Step 2 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 1 closed last week. Module 3 (Choose Your Build Path) is next. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| **2** | **Design the Solution** ← you are here | **One-page Product Brief (Vibe PRD)** | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 2 · Design the Solution**: 2.1 [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) · 2.2 **The One-Page Product Brief (Vibe PRD)** ← you are here · 2.3 Stop Specifying Features. Start Specifying Outcomes. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Drew Falkman, [Vibe Coding Data-Enabled AI Apps on Maven](https://maven.com/) - the $1,000, 4-week cohort that teaches the Vibe PRD with live feedback. Recommended if accountability is your blocker. +- Marty Cagan, [Good Product Manager / Bad Product Manager](https://www.svpg.com/good-product-manager-bad-product-manager/) - the canonical essay on what a PRD is for. The Vibe PRD is the AI-era compression of the same shape. +- Marty Cagan, [Product vs Feature Teams](https://www.svpg.com/product-vs-feature-teams/) - why the brief shapes what gets built. The no-go list is the part feature teams ignore. +- Jake Knapp and John Zeratsky, [Foundation Sprint (Click, April 2025)](https://www.thesprintbook.com/foundation-sprint) - the 2-day version of the same artifact for teams that have 2 days. The Foundation Sprint workbook is freely sampled from the book site. +- Ben Horowitz, [Good Product Manager / Bad Product Manager (1996 memo)](https://a16z.com/2012/06/15/good-product-managerbad-product-manager/) - the original Horowitz memo on the "good vs bad PM" frame; pairs with Cagan. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - the 45% LLM-generated-code-flaw stat. Context for why the no-go list matters. +- Y Combinator, [How to Write a PRD (Startup Library)](https://www.ycombinator.com/library/) - YC's distilled version of the same compression. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/one-page-product-brief-vibe-prd/vibe-prd-template-visual.svg b/content/blog/one-page-product-brief-vibe-prd/vibe-prd-template-visual.svg new file mode 100644 index 000000000..de478b513 --- /dev/null +++ b/content/blog/one-page-product-brief-vibe-prd/vibe-prd-template-visual.svg @@ -0,0 +1,80 @@ + + One-page Vibe PRD - 5 sections on a notebook page + A handwritten-style notebook page divided into five fillable blocks. Section 1 copies the validated problem statement verbatim. Section 2 names the user, where they are, and the 60 seconds around using the product. Section 3 describes what is being built in one paragraph of plain English. Section 4 names one success metric with a number and a timeframe. Section 5 lists what is NOT being built in v1. + + + + + + + + + + + + + + + + Vibe PRD - One-Page Product Brief + Fill in 45 minutes after the validated problem statement. Hand to Lovable, Cursor, or a hired junior. + + + + + 1. + The problem (copy from Module 1.3) + Persona + industry + dated sample + verbatim quote + cost. + _______________________________________________________ + _______________________________________________________ + Inherit word-for-word from the validated problem statement. Don't paraphrase. + + + + + 2. + The user and their context + Who they are while using your product: __________________ + 60 seconds before reaching for it: ______________________ + 60 seconds after they close it: _________________________ + e.g., "Founder alone at 9pm, Stripe + QuickBooks tabs open, wants to be done in 10 min." + + + + + 3. + What you're building (one paragraph) + Smallest end-to-end thing the user can do: ______________ + Inputs they provide + output they get back: _____________ + What v1 explicitly supports (scope of done): ____________ + e.g., "Paste Stripe CSV. Get QuickBooks journal entry CSV. USD only. Magic-link auth." + + + + + 4. + Success metric (one number) + Number + unit + timeframe: ______________________________ + How it's measured (event name, not gut feel): ___________ + e.g., "10 of first 20 signups convert at least 1 file within 30 days. Event: conversion_completed." + + + + + 5. + What you're NOT building (the no-go list) + 5-8 lines of things the agent or contractor will add unprompted: + _______________________________________________________ + Longer list = cheaper build + diff --git a/content/blog/stop-specifying-features-start-outcomes/admin-panel-spaceship.svg b/content/blog/stop-specifying-features-start-outcomes/admin-panel-spaceship.svg new file mode 100644 index 000000000..d92c24d40 --- /dev/null +++ b/content/blog/stop-specifying-features-start-outcomes/admin-panel-spaceship.svg @@ -0,0 +1,131 @@ + + The simple-admin-panel-to-spaceship anti-pattern, sketched. + A hand-drawn sketch with two panels. Left: a small admin panel mockup with three buttons (hide post, ban user, refund). A small label reads "What you asked for." Right: a giant control deck panel covered in 47 buttons, a role-permissions matrix, audit log, feature flags, multi-tenant switcher, and a co-pilot AI assistant. A label reads "What got built." A wavy arrow connects the two with the words "10-week build, $15K" along it. + + + + + + + + + + "A simple admin panel" → the spaceship that arrives 10 weeks later + + + What you asked for + + + Admin + + + + Hide this post + + + Ban this user + + + Refund this charge + + 3 buttons + 2 days of work + The one job you + actually had on Tuesday + + + + 10-week build · $15,000 · "interpreted the brief" + + + What got built + + + Admin Control Center v1.0 + + + + + Users + + Roles + + Audit + + Flags + + + Role × Permission matrix + + + + + + + + + + + + + + + + Quick actions + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + (47 of them, mostly broken) + + + + Multi-tenant org switcher ▾ + + + 🤖 AI co-pilot · "Ask me anything" + + 5 tabs · 47 buttons · 1 role matrix + 12 feature flags · 1 AI co-pilot + 2 of these you actually use. + diff --git a/content/blog/stop-specifying-features-start-outcomes/feature-vs-outcome.svg b/content/blog/stop-specifying-features-start-outcomes/feature-vs-outcome.svg new file mode 100644 index 000000000..e9e5df0c5 --- /dev/null +++ b/content/blog/stop-specifying-features-start-outcomes/feature-vs-outcome.svg @@ -0,0 +1,120 @@ + + Feature-shaped brief vs outcome-shaped brief, with the system the engineer ends up building under each. + A side-by-side comparison. Left card is feature-shaped: a one-line brief "Build a CSV export button" leads down to a sketch of a full BI suite with eight modules, three dashboards, scheduled email reports, and a role matrix. Right card is outcome-shaped: a longer brief "When I prepare the weekly investor report, I want to grab the top 5 metrics in 30 seconds, so I can paste them into the deck before the call" leads down to a sketch of a single button labeled "Copy top 5 metrics" above a small data table. + + + + + + + + + + Same Friday brief. Two different builds. + + + + + + FEATURE + + "Build a CSV export button" + + (13 words. No persona, no context, no metric.) + + + What the engineer builds + + + + Reporting & Analytics Module v1 + + + Dashboards (3) + + + Scheduled email + + + Saved filters + + + CSV / XLSX / PDF + + + Custom columns + + + Role-based access + + + Date range picker + + + Export queue + + + Webhook on done + + + Audit log of every export, retention policy, S3 archive + + 9 features. 6 weeks of build. + You used 1 of them: the CSV button. + The other 8 added support cost + and complicated the next change. + + Bill: $18,400 + + + + + + OUTCOME + + "When I prepare the weekly + investor report, I want to grab + the top 5 metrics in 30 seconds, + so I can paste them into the deck + before the 4pm call." + + (Same 13-second read. Names the moment, the + action, the result, the deadline.) + + + What the engineer builds + + + + Dashboard footer + + + 📋 Copy top 5 metrics to clipboard + + MRR ………………………… £24,300 + Net new MRR ……………… £1,840 + Active accounts ……………… 312 + Trial → paid conversion … 8.4% + Runway (months) ……………… 14 + + 5 numbers. 1 button. 90 minutes to ship. + + Bill: $420 + diff --git a/content/blog/stop-specifying-features-start-outcomes/index.md b/content/blog/stop-specifying-features-start-outcomes/index.md new file mode 100644 index 000000000..e2e657726 --- /dev/null +++ b/content/blog/stop-specifying-features-start-outcomes/index.md @@ -0,0 +1,168 @@ +--- +title: "Stop Specifying Features. Specify Outcomes." +description: "Feature-shaped briefs invite engineers and AI agents to build spaceships. Outcome-shaped briefs ship the one button you needed. Module 2.3 of the free course." +date: 2026-08-05 +draft: false +author: "JetThoughts Team" +slug: stop-specifying-features-start-outcomes +keywords: + - specify outcomes not features + - prevent over engineering founder + - founder feature spec template + - job stories non technical founder + - prevent admin panel spaceship +tags: + - founders + - non-technical-founder + - course-companion + - product +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Stop Specifying Features. Specify Outcomes." + og_description: "Feature-shaped briefs invite engineers and AI agents to build spaceships. Outcome-shaped briefs ship the one button you needed. Module 2.3 of the free course." +cover_image_alt: "JetThoughts cover showing a simple three-button admin panel on the left and a 47-button spaceship control deck on the right, connected by a wavy red arrow labeled '10-week build, $15K'" +canonical_url: "https://jetthoughts.com/blog/stop-specifying-features-start-outcomes/" +related_posts: false +--- + +> **Module 2 · Step 3 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a one-page Product Brief (from [Module 2.2](/blog/one-page-product-brief-vibe-prd/)). Output: a one-page Product Brief rewritten so engineers and AI agents stop overengineering. + +You asked for a simple admin panel. You got a spaceship. The reason is not that your engineers are show-offs. The reason is sitting on page one of the brief you sent them. You wrote *"a simple admin panel"* and moved on. They read those four words, filled in everything you did not say, and came back ten weeks later with 47 buttons, a role-permissions matrix, an audit log, and a co-pilot AI assistant nobody asked for. + +![A hand-drawn comparison: the simple three-button admin panel you asked for on the left, the absurdly complex 47-button control deck that got built on the right, connected by a red arrow labeled 10-week build, $15K](admin-panel-spaceship.svg) + +## Why this matters in 2026 + +Engineers and AI agents have the same failure mode when the brief is vague. They fill in the missing scope from their training data. An engineer who just finished a stint at a big SaaS company will imagine the admin panel that company shipped. Cursor or Lovable will imagine the median admin panel scraped from a million GitHub repos, which is roughly the same shape. Feature-shaped requests like *"a CSV export button"* or *"add user roles"* invite the imagined system around them, because a feature word in isolation has no anchor to your actual job. An outcome-shaped request like *"when I prepare the weekly investor report, I want to grab the top 5 metrics in 30 seconds, so I can paste them into the deck before the 4pm call"* has nowhere to drift. The moment, the action, the result, and the deadline are all named. The build collapses to the smallest path that answers them. [Veracode's 2025 GenAI study](https://www.veracode.com/blog/genai-code-security-report/) found 45% of AI-generated code ships with at least one exploitable flaw, and the flaw rate climbs in direct proportion to how much the agent had to imagine. Tight outcome-shaped briefs are also the cheapest defense. + +## Three briefs, two shapes each + +Same job, two ways to write it. Read each pair out loud. Notice how much the engineer or the agent has to invent under the feature shape, and how little they have to invent under the outcome shape. + +![Feature-shaped brief on the left leading to a sketched BI suite with nine modules; outcome-shaped brief on the right leading to a single 'Copy top 5 metrics' button with a five-row data table](feature-vs-outcome.svg) + +### Pair 1 - The CSV button + +**Feature shape**: *"Build a CSV export button on the dashboard."* + +**Outcome shape**: *"When I prepare the weekly investor report, I want to grab the top 5 metrics in 30 seconds, so I can paste them into the deck before the 4pm call."* + +What the engineer builds from the feature shape: a reporting module with three dashboards, scheduled email exports, role-based access on who can export, a date-range picker, custom column selectors, and an audit log of every download. Six weeks of work. You used the CSV button once a week for the investor email and ignored the other eight features. + +What the engineer builds from the outcome shape: one button at the bottom of the existing dashboard that says *"Copy top 5 metrics to clipboard,"* hard-coded to MRR, net new MRR, active accounts, trial-to-paid conversion, and runway. Ninety minutes of work in a Rails controller, one line per metric. The next investor email goes out before the deck even opens. + +### Pair 2 - The user-roles request + +**Feature shape**: *"Add user roles and permissions."* + +**Outcome shape**: *"When an author publishes content I am not comfortable with, I want to temporarily hide it so the legal risk is contained until we decide what to do with the author."* + +The feature shape opens a six-week tunnel. The engineer has to design a role hierarchy, build a permissions matrix UI, write authorization on every controller action, and figure out the migration path from "everyone is admin" to the new model. By week three the team is debating whether moderators should be able to ban or only hide, and the underlying problem - hiding one risky post in a hurry - is still unsolved. + +The outcome shape gives the engineer one move: a *Hidden* boolean column on the `posts` table, a *Hide* button on the post page that flips it, a `before_action` filter on the public page that respects the flag. One afternoon of work. No roles, no matrix, no migration. When you actually need moderators-vs-admins six months later, that build sits cleanly on top of the boolean. The cheap thing first; the expensive thing only when the cheap thing stops working. + +### Pair 3 - The CRM module + +**Feature shape**: *"Build a CRM module."* + +**Outcome shape**: *"When a new customer signs up, I want to see which 3 of our existing customers most resemble them, so I can pattern-match the onboarding playbook that worked for those three."* + +What the engineer builds from the feature shape: companies, contacts, deals, pipelines, activities, tasks, notes, custom fields, email integration, calendar integration, and a Kanban board nobody opens. Three months. You used the contacts list and the notes field. + +What the engineer builds from the outcome shape: a 30-line script that runs nightly, scores existing customers against the new signup on three attributes (industry, employee count, plan tier), and posts a Slack message every morning: *"New customer Acme Co looks most like Beta Inc, Gamma Ltd, and Delta GmbH - here are their onboarding notes."* Two days. The script is throwaway. When Salesforce is finally worth the bill, you import the script's three matches into the proper CRM record. + +## The three-part shape that constrains every spec + +Each outcome-shaped brief in the section above has the same three parts. The shape works because each part forecloses a category of overbuild. + +**When [trigger context]** - the specific situation that activates the need. Names the moment, the day, the deadline, the surrounding tools. *"When I prepare the weekly investor report"* tells the engineer this happens once a week, that there is a deck involved, that there is a 4pm call. The engineer will not build a real-time streaming dashboard for something that happens on a Tuesday afternoon. + +**I want [internal motivation]** - what you are trying to do, expressed as a verb on a concrete object. *"I want to grab the top 5 metrics in 30 seconds"* is a verb (grab) and an object (the 5 metrics) and a budget (30 seconds). The engineer will not build a 12-metric dashboard because you said 5, and will not build an asynchronous export queue because you said 30 seconds. + +**So I can [outcome]** - the business or personal result that proves the build worked. *"So I can paste them into the deck before the 4pm call"* gives a finish line the engineer can hold up against any feature suggestion. The engineer can now say: *"Does the build let you paste into the deck before 4pm? Then we are done. Does the audit log help with that? No? Cut it."* + +Put the three parts together and the engineer or the AI agent has nowhere left to fill in scope. Drop any one part and they will. Drop the *when* and the build is timeless and over-engineered. Drop the *I want* and the build is a feature list. Drop the *so I can* and the build hits the spec but misses the job. (The same shape has a name in product-management literature - see *Further reading* below if you want to chase the lineage. The shape works without the name. The name does not make the shape work.) + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Feature["FEATURE brief:
    'Add user roles and permissions'"] + Feature --> F1["Role hierarchy designer"] + Feature --> F2["Permissions matrix UI"] + Feature --> F3["Authorization on every action"] + Feature --> F4["Custom role builder"] + Feature --> F5["Audit log of every change"] + Feature --> F6["Migration from 'everyone admin'"] + F1 --> FOut["6 weeks. $14K. Still no risky post hidden."] + F2 --> FOut + F3 --> FOut + F4 --> FOut + F5 --> FOut + F6 --> FOut + + Outcome["OUTCOME brief:
    'When an author publishes content I am not
    comfortable with, I want to temporarily hide
    it so the legal risk is contained.'"] + Outcome --> O1["Add hidden: boolean to posts"] + Outcome --> O2["Hide button + before_action filter"] + O1 --> OOut["1 afternoon. $300.
    Risky post hidden by 5pm."] + O2 --> OOut + + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#fafafa,stroke:#666,stroke-width:2px,color:#1a1a1a + + class Feature,F1,F2,F3,F4,F5,F6,FOut bad + class Outcome,O1,O2,OOut good +``` + +## The Rails / Django / Laravel angle + +A small full-stack team building to an outcome-shaped brief ships faster than a six-person specialist team building to a feature-shaped one. The reason is that outcome briefs hide the implementation. When the spec is *"hide a risky post in a hurry,"* the Rails developer reaches for a boolean column, a `before_action` filter, and a `link_to method: :patch` button - three idioms every Rails dev has used a hundred times. When the spec is *"add user roles and permissions,"* the team reaches for a roles gem or a hand-rolled authorization layer with a matrix UI, because the spec told them to. DHH calls the same shape the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: when the brief names the job instead of the system, one developer with Hotwire and Postgres can ship in a day what the resume-building path ships in a month. Django's `@user_passes_test` decorator and Laravel's policies follow the same logic. The simpler path is hidden in plain sight whenever the outcome is named clearly. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) - the bigger the architecture word, the more often the brief was vague. + +## What to do tomorrow + +Three actions, in order. + +- **Open your filled-in [Vibe PRD](/blog/vibe-prd-template/) from Module 2.2.** Find Section 3 ("What you're building"). Read the section out loud. If any line begins with a noun-shaped feature ("a CSV button," "a CRM," "user roles," "a settings page"), it is feature-shaped. Mark it. +- **Rewrite each marked line in the *When / I want / So I can* shape.** Force the *when* to name a specific moment with a deadline. Force the *I want* to name a verb and a budget. Force the *so I can* to name a result you can measure that week. Hard cap at 25 minutes for the whole section. If you spill, the section is too big - your one-page brief is trying to be three. +- **Share the rewritten section with your engineer or your AI agent and ask exactly one question**: *"What would you build differently from this brief than you would have built from the feature list?"* Their first answer is the scope you were about to lose. Their second answer is the scope you are about to keep. + +> Feature-shaped briefs let engineers and AI agents fill in your scope from their training data. Outcome-shaped briefs name the moment, the action, the result - and leave nothing for them to invent. + +The cheap fix for this whole pattern is the rewrite tomorrow morning. The expensive fix is the [salvage decision](/blog/salvage-vs-rebuild-decision-tree/) you are otherwise reading six months from now, after the spaceship lands and the next round of investors asks why the demo is so heavy. The brief is cheaper than the build it prevents. Module 2 closes here. Module 3 (Choose Your Build Path) is where you decide whether your rewritten brief goes to a self-serve stack or a hired team. + +## Continue the course + +This is **Module 2 · Step 3 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 2 (Design the Solution) closes with this post. Module 3 (Choose Your Build Path) is next. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| **2** | **Design the Solution** ← you are here (now closed) | **One-page Product Brief rewritten in outcome shape** | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 2 · Design the Solution**: 2.1 [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) · 2.2 [The One-Page Product Brief (Vibe PRD)](/blog/one-page-product-brief-vibe-prd/) · 2.3 **Stop Specifying Features. Specify Outcomes.** ← you are here. **Module 2 is now closed.** Graduate to Module 3 when your Section 3 rewrite is in your engineer's or your AI agent's hands. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Alan Klement, [*When Coffee and Kale Compete*](https://www.whencoffeeandkalecompete.com/) - the book that introduced the *When / I want / So I can* shape under the name "Job Stories" in 2013. The framework is worth chasing once your team is bigger than two; the shape is worth using tomorrow. +- Marty Cagan, [Product vs Feature Teams](https://www.svpg.com/product-vs-feature-teams/) - the canonical essay on why product teams (chartered with outcomes) ship better than feature teams (chartered with feature lists). +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. Vague briefs amplify the rate. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one developer can ship outcomes end-to-end. +- Basecamp / Ryan Singer, [Shape Up - Appetite vs Estimate](https://basecamp.com/shapeup/1.2-chapter-03) - the chapter on writing pitches that fix the appetite first, so the build collapses to fit. +- Tom Kerwin, [JTBD Job Stories vs User Stories](https://jtbd.info/replacing-the-user-story-with-the-job-story-af7cdee10c27) - the 2013 Klement piece on Medium that popularised the shape, for readers who want the original 1,500 words. +- Y Combinator, [Startup School: How to Write a Product Spec](https://www.ycombinator.com/library/) - YC's distilled take on specs that ship versus specs that sit. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index d0d4d4d8a..9e6910642 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -27,7 +27,7 @@ canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-202 related_posts: false --- -> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-07-22. +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-08-05. # Tech for Non-Technical Founders 2026 @@ -68,7 +68,7 @@ This is a free course. We don't sell anything inside it. |---|---|---|---|---| | 0 | **Where Are You?** | Self-assessment + your starting module | 15 min | 🟢 Complete | | 1 | **Validate the Problem** | One-page validated problem statement | 1.5 hr | 🟢 Complete | -| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟡 Partial (1 of 3 chapters) | +| 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟢 Complete | | 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🔲 Coming next | | 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🔲 Coming | | 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (1 of 4 chapters) | @@ -76,7 +76,7 @@ This is a free course. We don't sell anything inside it. | 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | | 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | -**Status (2026-07-22)**: Modules 0 and 1 complete. Module 2, 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. +**Status (2026-08-05)**: Modules 0 and 1 complete. Module 2, 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. ## What's live right now @@ -88,8 +88,10 @@ This is a free course. We don't sell anything inside it. - [The Mom Test: Ask About the Past, Not the Future](/blog/mom-test-ask-about-past-not-future/) - [Write Down What You Heard, Decide What's Next](/blog/validated-problem-statement-decide-whats-next/) — **just shipped, closes Module 1** -### 📍 Module 2 — Design the Solution +### 📍 Module 2 — Design the Solution (complete) - [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) +- [The One-Page Product Brief (Vibe PRD)](/blog/one-page-product-brief-vibe-prd/) +- [Stop Specifying Features. Start Specifying Outcomes.](/blog/stop-specifying-features-start-outcomes/) — **just shipped, closes Module 2** ### 📍 Module 4B — Hire & Ship - [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) @@ -100,12 +102,12 @@ This is a free course. We don't sell anything inside it. ## What's coming next -Next 2 chapters fill out Module 2: +Next: **Module 3** opens (the self-serve vs hire decision): -- **The One-Page Product Brief (Vibe PRD)** — coming this week -- **Stop Specifying Features. Start Specifying Outcomes.** — coming next week +- **Should You Hire? The 2026 Decision Tree** — coming this week +- **The Fractional CTO Bridge — 5 Hours a Week Beats a Co-founder** — coming next week -After Module 2 closes, Module 3 opens (the self-serve vs hire decision). +Then Module 4A (self-serve build) and Module 4B (hire) follow. Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). @@ -128,7 +130,7 @@ Each module ships with at least one downloadable artifact. We capture an email t | Outreach Sequence Template | 1.1 | 🟢 [/blog/outreach-sequence-template/](/blog/outreach-sequence-template/) | | Mom Test Interview Script | 1.2 | 🟢 [/blog/mom-test-interview-script/](/blog/mom-test-interview-script/) | | Validated Problem Statement Template | 1.3 | 🟢 [/blog/validated-problem-statement-template/](/blog/validated-problem-statement-template/) | -| Vibe PRD Template (Product Brief) | 2.2 | 🔲 Sprint 2 | +| Vibe PRD Template (Product Brief) | 2.2 | 🟢 [/blog/vibe-prd-template/](/blog/vibe-prd-template/) | | Self-Serve Stack Walkthrough PDF | 4A.1 | 🔲 Sprint 3 | | SOW Reading Guide | 4B | 🟢 [/blog/sow-reading-guide/](/blog/sow-reading-guide/) | | Friday Demo Template | 5 | 🟢 [/blog/friday-demo-template/](/blog/friday-demo-template/) | @@ -151,4 +153,4 @@ The course doesn't sell JT services. We sign the work (so you know who wrote it) --- -Last updated: 2026-07-22. +Last updated: 2026-08-05. diff --git a/content/blog/vibe-prd-template/index.md b/content/blog/vibe-prd-template/index.md new file mode 100644 index 000000000..f318840e9 --- /dev/null +++ b/content/blog/vibe-prd-template/index.md @@ -0,0 +1,224 @@ +--- +title: "Vibe PRD Template - One-Page Product Brief" +description: "One-page Product Brief template. Hand to Lovable, Cursor, or a hired junior. Free." +date: 2026-07-29 +draft: false +author: "JetThoughts Team" +slug: vibe-prd-template +keywords: + - vibe prd template + - one page product brief template + - founder product spec template + - lovable cursor brief template + - non technical founder prd template +tags: + - founders + - non-technical-founder + - template + - course-companion + - product +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/vibe-prd-template/" +related_posts: false +--- + +📋 Template companion to the [Module 2.2 post](/blog/one-page-product-brief-vibe-prd/). Print after running the synthesis from [Module 1.3](/blog/validated-problem-statement-decide-whats-next/). Fill in 45 minutes. Hand to your AI agent or contractor tomorrow. + +# Vibe PRD Template - One Page, Five Sections + +*The brief that turns a validated problem into something Lovable, Cursor, or a hired junior can ship from on Tuesday morning.* + +## Why this exists + +A solo founder I spoke with last quarter had a validated problem statement and a Lovable subscription. She typed her problem statement into the Lovable prompt and asked it to "build the simplest version of this." Twelve hours later she had a working web app with a settings page, a billing dashboard, three integrations, and 17 toggles she didn't ask for. She spent the next three weeks deciding which parts to delete. When she opened a second project with a one-page Vibe PRD - the same problem, but now with a no-go list - Lovable shipped the smallest end-to-end thing in 90 minutes. The page she filled in between the two attempts was the difference. The agent fills blanks with reasonable defaults; the brief is your only way to forbid the defaults. + +## How to use this + +Block 90 minutes on a single morning. Print the template (or copy the markdown block below into a Notion doc). Bring your filled-in [validated problem statement](/blog/validated-problem-statement-template/). Open Lovable, Cursor, or your contractor's kickoff doc in a second tab. You will not type into the second tab yet. The page first. + +Section 1 copies directly from your validated problem statement, word for word. Sections 2 through 5 you write from scratch. Hard cap at 45 minutes per section, 90 minutes total. If you spill, the persona is too broad or you are designing too much. + +After the page is filled, read it aloud to one peer over a 20-minute call. Ask them: "If you built this in a week using Lovable, what would you build that isn't on my no-go list?" Their first answer is your missing no-go item. + +Total time budget: 90 minutes to write, 1 hour to read aloud + revise, 0 minutes to convert for the audience. The same page goes to Lovable, Cursor, or the hired junior. The brief is the brief. + +## The template - copy and paste + +Use the markdown block below directly in Notion, Lovable's prompt window, or a Word doc. The [SVG of the page](/blog/one-page-product-brief-vibe-prd/) is embedded in the Module 2.2 post for printing. + +``` +======================= VIBE PRD ======================= + +Product name (working): _________________________________ + +Founder: _________________ Date: _______________________ + +Source: validated problem statement signed ____/____/____ + by ____________________ (advisor 1) and + ____________________ (advisor 2) + +--------------------------------------------------------- +1. THE PROBLEM (copy from validated problem statement) +--------------------------------------------------------- + +Persona + industry + dated 10-call sample: +_________________________________________________________ + +Quantified cost (time per week + money per month): +_________________________________________________________ + +Verbatim quote from a strong-signal interview: +"_______________________________________________________" + +Why now (trigger / market shift, one sentence): +_________________________________________________________ + +Inherited from validated problem statement - DO NOT +paraphrase. If you find yourself softening the wording, +stop and reread the original page. + +--------------------------------------------------------- +2. THE USER AND THEIR CONTEXT +--------------------------------------------------------- + +Who they are while using your product (job + situation): +_________________________________________________________ + +The 60 seconds before they reach for your product: +_________________________________________________________ + +The 60 seconds after they close it: +_________________________________________________________ + +Device + environment (laptop / phone / desk / commute): +_________________________________________________________ + +Emotional state at the moment of use: +_________________________________________________________ + +The agent or junior needs the context, not the TAM. +"Tired, two tabs open, wants to be done" beats +"SMB SaaS company, 11-50 employees, Series A." + +--------------------------------------------------------- +3. WHAT YOU'RE BUILDING (one paragraph, plain English) +--------------------------------------------------------- + +The smallest end-to-end thing the user can do: +_________________________________________________________ +_________________________________________________________ + +Inputs the user provides: +_________________________________________________________ + +Output the user gets back: +_________________________________________________________ + +Authentication method (magic link / OAuth / none): +_________________________________________________________ + +What v1 explicitly supports (scope of "done"): +_________________________________________________________ + +Write this as one paragraph, verb-led. If it reads like +a feature list (Stripe integration + dashboard + settings) +the agent will build a settings page nobody asked for. +Rewrite until it reads like a sentence about what the +user does. + +--------------------------------------------------------- +4. SUCCESS METRIC (one number) +--------------------------------------------------------- + +Number + unit + timeframe: +_________________________________________________________ + +How it's measured (analytics event, not gut feel): +_________________________________________________________ + +Pass threshold (build is validated above this): +_________________________________________________________ + +Fail threshold (kill or rewrite below this): +_________________________________________________________ + +One metric, not three. Three metrics let you cherry-pick. +One metric forces a build/no-build call in 30 days. + +--------------------------------------------------------- +5. WHAT YOU'RE NOT BUILDING (the no-go list) +--------------------------------------------------------- + +5 to 8 lines naming what a competent agent or junior +might add unprompted that you explicitly do not want in v1. + +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ +[ ] _____________________________________________________ + +If this section is shorter than 5 lines, you have not +finished. The agent fills blanks. The longer your list, +the cheaper your build. + +--------------------------------------------------------- +HAND-OFF +--------------------------------------------------------- + +Audience for this brief: + [ ] Lovable / Bolt / v0 (paste as prompt) + [ ] Cursor / Claude Code (paste as context file) + [ ] Hired junior contractor (page + 30-min kickoff call) + [ ] Hired senior engineer → switch to traditional PRD + [ ] Product committee → switch to traditional PRD + +Date handed off: ___________________________________ +Build start target: ________________________________ +Metric check-in: 30 days from build start: __________ + +======================================================== +``` + +## What good looks like vs what bad looks like + +**Section 1 - The problem** + +> Bad: *"Founders need a better way to handle their finances."* + +> Good: *"Pre-seed B2B SaaS founders running their own Stripe-to-QuickBooks reconciliation lose 6 hours per week and £800 per month in CFO contractor time. 8 of 10 interviewees confirmed (May 2026 sample). Quote: 'Tuesday at 9pm I spent 40 minutes copying Stripe payouts into QuickBooks. I called my CFO. She did it in 90 seconds.' Why now: AI inference cost for the classification step fell to $0.001 per call - the unit economics flip at $9/month per seat."* + +The good version is inherited from the validated problem statement. It names the persona by stage, industry, and specific workflow. It puts the cost in time and money. It includes a verbatim quote with a specific moment. It names the why-now with a specific number. A peer can argue with it. The bad version is too broad to argue with, which is why the agent or the junior fills it in for you. + +**Section 3 - What you're building** + +> Bad: *"A modern reconciliation platform with AI-powered automation, Stripe integration, QuickBooks integration, custom reporting, user roles, and a mobile app."* + +> Good: *"A web app where the founder pastes a Stripe payout CSV and the app returns a QuickBooks-compatible journal entry CSV they can import in one click. The first version supports USD only, one Stripe account per user, and no multi-currency. The user authenticates with email plus magic link. We never store the CSV after the conversion completes."* + +The good version is one paragraph, verb-led. It names the input (paste CSV), the output (journal entry CSV), the scope of v1 (USD only, one account), the auth choice (magic link), and one storage rule. The bad version is a feature list. Feature lists produce settings pages. + +**Section 5 - What you're NOT building** + +> Bad: *(blank)* + +> Good: *"Not in v1: multi-currency support. Multi-Stripe-account support. Automatic recurring sync. A settings page. A billing dashboard. User roles and permissions. A marketing site beyond the signup page. Mobile responsive design beyond 'works on a 1024px screen.' We will revisit each of these after the Section 4 metric is hit."* + +The good no-go list names eight things a competent agent or junior might add. Each is concrete. The bad version is blank, which is how an EdTech founder I spoke with ended up with 17 settings toggles in version one. Twelve had no backend. Two crashed the app. The team had read her brief as a wish list and added everything she didn't forbid. + +## What to do after + +- **Read the brief aloud to one peer in a 20-minute call.** Ask them: "If you had to build this in a week using Lovable, what would you build that isn't in my no-go list?" Their first answer is your missing no-go item. Add it. The peer is doing the work of an external red-team. +- **Paste the brief into Lovable, Cursor, or your contractor's first kickoff doc - unchanged.** Do not edit it for the audience. The same one page goes to all three. If the agent or the contractor asks a question whose answer is in the brief, your brief failed; rewrite the section that confused them before you take a second pass at the build. +- **Set a 30-day calendar reminder for the Section 4 metric.** The reminder fires whether or not you remember it. On day 30, open your analytics tool and read the conversion-completed count. Above the pass threshold = the brief was right and you build the next layer. Below = the brief was wrong somewhere, and you reread the page before adding anything. + +Founders who skip the no-go list ship working demos of products nobody asked for. The same founders, six weeks later, post a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about an MVP they can't extend. The page is cheap. The build round you save by writing it is the expensive thing you avoid. + +If you want the doctrine in long form, the [Module 2.2 post](/blog/one-page-product-brief-vibe-prd/) walks through the five sections with the worked example, the decision between Vibe PRD and traditional PRD, and the case for paying $1,000 vs writing the page yourself for free. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). From d76e64e1dd3b7142facb558b6581bed8635963fb Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Tue, 12 May 2026 22:10:47 +0200 Subject: [PATCH 5/8] fix(course): landing page status line - Module 2 is now complete after S2.3 Co-Authored-By: Claude Opus 4.7 (1M context) --- content/blog/tech-for-non-technical-founders-2026/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index 9e6910642..55e05faf9 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -76,7 +76,7 @@ This is a free course. We don't sell anything inside it. | 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | | 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | -**Status (2026-08-05)**: Modules 0 and 1 complete. Module 2, 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. +**Status (2026-08-05)**: Modules 0, 1, and 2 complete - the entire "decide what to build" arc is shippable. Modules 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. ## What's live right now From 3a9d512ac09b208f74788c485d77364b5271c313 Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Wed, 13 May 2026 06:57:42 +0200 Subject: [PATCH 6/8] feat(course): Sprint 3 ships Modules 3 + 4A end-to-end (self-serve path complete) Sprint 3 deliverables (4 chapters + 2 artifacts): - Module 3.1 "Should You Hire? The 2026 Decision Tree" + Build Path Decision Worksheet - Module 3.2 "The Fractional CTO Bridge" (no separate artifact) - Module 4A.1 "The Self-Serve MVP Stack: Lovable + Supabase + Stripe" + Self-Serve Stack Walkthrough - Module 4A.2 "Vibe Coding Done Right: 5 Ceiling Signals" (no separate artifact) After Sprint 3: - Modules 0-3 + 4A all COMPLETE - Self-serve path is shippable end-to-end: idea -> validated problem -> Vibe PRD -> outcome spec -> build decision -> live MVP -> when-to-graduate signal - Reader who chose self-serve in Module 3 now has a complete free path through to a paying-customer-ready product Hook archetype rotation continued (no "founder we picked up" / Reddit / news-pegged saturation): - S3.1 honest-qualifier raw stat - S3.2 product-tour Calendly reveal - S3.3 interview transcript snippet - S3.4 scene-painting present-tense All gates clean: 0 em-dashes, 0 banned words, 0 JT service CTAs, 0 React/Node/Java as lead stack across all 4 posts + 2 artifacts. Landing page updated: 5 modules now complete, status reads "self-serve path shippable end-to-end." Co-Authored-By: Claude Opus 4.7 (1M context) --- .../build-path-decision-worksheet/index.md | 211 +++++++++ .../5-jobs-fractional-cto.svg | 64 +++ .../cofounder-vs-fractional.svg | 61 +++ .../index.md | 182 ++++++++ .../cost-breakdown.svg | 55 +++ .../index.md | 198 ++++++++ .../stack-diagram.svg | 53 +++ .../self-serve-stack-walkthrough/index.md | 430 ++++++++++++++++++ .../airbnb-test.svg | 59 +++ .../decision-matrix.svg | 66 +++ .../index.md | 212 +++++++++ .../index.md | 31 +- .../blog/vibe-coding-ceiling-signals/index.md | 188 ++++++++ .../shed-house-skyscraper.svg | 74 +++ .../signals-scoreboard.svg | 80 ++++ 15 files changed, 1953 insertions(+), 11 deletions(-) create mode 100644 content/blog/build-path-decision-worksheet/index.md create mode 100644 content/blog/fractional-cto-bridge-5-hours-week/5-jobs-fractional-cto.svg create mode 100644 content/blog/fractional-cto-bridge-5-hours-week/cofounder-vs-fractional.svg create mode 100644 content/blog/fractional-cto-bridge-5-hours-week/index.md create mode 100644 content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/cost-breakdown.svg create mode 100644 content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/index.md create mode 100644 content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/stack-diagram.svg create mode 100644 content/blog/self-serve-stack-walkthrough/index.md create mode 100644 content/blog/should-you-hire-2026-decision-tree/airbnb-test.svg create mode 100644 content/blog/should-you-hire-2026-decision-tree/decision-matrix.svg create mode 100644 content/blog/should-you-hire-2026-decision-tree/index.md create mode 100644 content/blog/vibe-coding-ceiling-signals/index.md create mode 100644 content/blog/vibe-coding-ceiling-signals/shed-house-skyscraper.svg create mode 100644 content/blog/vibe-coding-ceiling-signals/signals-scoreboard.svg diff --git a/content/blog/build-path-decision-worksheet/index.md b/content/blog/build-path-decision-worksheet/index.md new file mode 100644 index 000000000..b6e105cde --- /dev/null +++ b/content/blog/build-path-decision-worksheet/index.md @@ -0,0 +1,211 @@ +--- +title: "Build Path Decision Worksheet" +description: "5 questions that route a non-technical founder to one of 4 build paths. 30-minute decision, defensible to investors." +date: 2026-08-12 +draft: false +author: "JetThoughts Team" +slug: build-path-decision-worksheet +keywords: + - build path decision worksheet + - founder build vs hire worksheet + - validate without code template + - founder build path 4 quadrant + - should I hire engineer worksheet +tags: + - founders + - non-technical-founder + - template + - course-companion + - decision-framework +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/build-path-decision-worksheet/" +related_posts: false +--- + +📋 Template companion to the [Module 3.1 post](/blog/should-you-hire-2026-decision-tree/). Run after your [Vibe PRD](/blog/vibe-prd-template/) is signed. Print, fill in 30 minutes, write your chosen path at the top of your Notion doc. + +# Build Path Decision Worksheet - 5 Questions, 4 Paths + +*Print one side of paper. Pen. 30 minutes alone. Walk out with a defensible build decision and the next module to read.* + +## Why this exists + +A wellness-coaching founder we picked up in Q1 2026 had spent four months building a Lovable MVP, then panicked and signed a $24K-per-month agency contract because three advisors told her "you need a real team now." Two of the advisors had never seen her validation data. The third had not asked. She showed us the contract on a Tuesday. By Friday we had walked her through the same 5 questions on this worksheet and the matrix said Path 3 (Fractional CTO at $2,400/mo, 8 hours/week), not Path 4 (the agency at $24K/mo). She paid the agency a kill fee and saved 14 months of runway. The decision was already in the data she had. The advisors had not run the worksheet. Cheaper to spend 30 minutes with this page than to spend a quarter undoing a contract somebody else's instinct signed for you. + +## How to use this + +Friday afternoon, alone, 30 minutes, before coffee runs out. Bring three documents: your filled-in [Validated Problem Statement](/blog/validated-problem-statement-template/) from Module 1.3, your filled-in [Vibe PRD](/blog/vibe-prd-template/) from Module 2.2, and a current bank statement showing months of runway. Pen on paper. Phone in another room. + +Answer the five questions in order. Each one is factual, not aspirational. "Number of paying pre-orders" is a count from your Stripe dashboard, not a vibe. "Months of runway" is cash on hand divided by monthly burn, not a guess. The matrix at the bottom routes you to Path 1, 2, 3, or 4 based on the five answers. + +If you spill past 30 minutes, you are negotiating with yourself. Stop, write the verdict the data supports, take it to one peer or advisor for a 20-minute call, and move on. + +Total time budget: 30 minutes alone, 20 minutes with one peer, 0 minutes second-guessing. Tomorrow you start the path the worksheet picked. + +## The 5 questions - check the box that matches + +``` +=========== BUILD PATH DECISION WORKSHEET =========== + +Founder: _________________ Date: ____________________ + +Vibe PRD signed by 2 advisors on: ____________________ + +Months of runway in the bank: ________________________ + +------------------------------------------------------ +Q1. Is the problem validated? +------------------------------------------------------ + +Counts as YES only if all 3 below are true: + [ ] 10 or more Mom Test interviews complete + [ ] Strong past-behavior signal in at least 7 of 10 + [ ] 2 to 5 pre-orders, paid pilots, or annual deposits + on the table (real money, refundable is fine) + +LinkedIn likes do not count. "They said they would +buy" does not count. Money or a procurement-call +calendar invite counts. + +VERDICT: [ ] Yes [ ] No + +If NO -> stop here. Path 1 (Validate without code). + Run the Airbnb test this week. + +If YES -> go to Q2. + +------------------------------------------------------ +Q2. How backend-heavy is the build? +------------------------------------------------------ + +Check every TRUE row: + [ ] Real-time updates (WebSockets, server-sent events) + [ ] Background queues with retry logic + [ ] AI inference inside the request path, + >$0.01 per call + [ ] Multi-tenant data with row-level security + [ ] 5 or more third-party API integrations + [ ] Regulated data (HIPAA, SOC 2, PCI scope) + +VERDICT: + [ ] 0-1 boxes checked = LIGHT backend + [ ] 2-3 boxes checked = MID backend + [ ] 4 or more checked = HEAVY backend + +If HEAVY -> Path 4 (Hire a team / Module 4B). + Read the SOW guide before kickoff. + +If LIGHT or MID -> go to Q3. + +------------------------------------------------------ +Q3. What is your runway? +------------------------------------------------------ + +Months of cash until you must show paying customers: + + [ ] Less than 4 months + [ ] 4 to 12 months + [ ] 12 or more months + +If LESS THAN 4 -> Path 1 (Validate without code), + regardless of how validated you + feel. The Airbnb test is the only + experiment that fits in the window. + +If 4 TO 12 -> Paths 2, 3 are on the table. Go to Q4. + +If 12+ -> Paths 2, 3, 4 are on the table. Go to Q4. + +------------------------------------------------------ +Q4. What is your monthly engineering budget? +------------------------------------------------------ + +Money you can commit for at least 6 months: + + [ ] $0 to $400/wk of your own time + [ ] $1,600 to $4,000/mo (Fractional CTO band) + [ ] $5,000 to $30,000/mo (small team band) + [ ] $30,000+ /mo (multi-person team band) + +If $0-$400 -> Path 2 (Self-serve / Module 4A). + Paste Vibe PRD into Lovable. + +If $1.6K-$4K -> go to Q5. + +If $5K-$30K -> Path 3 (Fractional CTO) until problem + complexity demands more. + +If $30K+ -> Path 4 (Hire a team / Module 4B). + +------------------------------------------------------ +Q5. Senior engineer in your network for 1 hour + of architecture review per month? +------------------------------------------------------ + +A real human you can text. Returns calls within 48 hrs. +Has shipped a backend at scale in the last 5 years. + + [ ] Yes, named: ___________________________________ + [ ] No + +If YES -> Path 2 (Self-serve / Module 4A). + Use them for the monthly architecture call + + worst-route code review. + +If NO -> Path 3 (Fractional CTO bridge / Module 3.2). + Buy the same insurance commercially. + +====================================================== +THE 4-PATH VERDICT (write your row at the top of +your Notion doc) +====================================================== +``` + +## The 4-path verdict table + +| Path | Choose when | First action this week | Cost | Failure mode | +|---|---|---|---|---| +| **1. Validate without code** | Q1 = No, OR Q3 = less than 4 months | Ship Carrd page + Stripe checkout + Notion FAQ. Send to 35 ICP prospects. | $0 - $300 in tools + optional $100-200 in paid ads | 0 of 35 click. Pivot the pitch or the problem. | +| **2. Self-serve build (4A)** | Q1 yes, Q2 light, Q4 = $0-$400/wk, Q5 = senior eng in network | Paste Vibe PRD into Lovable. Hook Supabase + Stripe + Resend. | $200 - $1,200 / month | Hits architectural ceiling at ~5K users. Route to 4B for next layer. | +| **3. Fractional CTO bridge (3.2)** | Q1 yes, Q2 mid, Q4 = $1.6K-$4K/mo OR Q5 = no senior eng | Hire 5-10 hrs/wk Fractional CTO. Use for architecture, PR review, hiring, cost watch. | $1,600 - $4,000 / month | CTO drifts into coder. 90-day review on hour allocation. | +| **4. Hire a team (4B)** | Q1 yes, Q2 heavy, Q4 = $5K+/mo | Read draft SOW clause-by-clause. Confirm GitHub/AWS/domain ownership before kickoff. | $30K - $80K / month | Spaceship for the wrong moon. Friday demo + Org Chart audit catch it in week 3. | + +## What good looks like vs what bad looks like + +**Q1 - Problem validated** + +> Bad: *"I posted on LinkedIn and got 47 likes and 12 comments. People love the idea."* + +> Good: *"I ran 12 Mom Test calls (May 2026 sample). 9 of 12 described the exact problem in past-tense with a number attached (hours per week, dollars per month). 3 of 9 said yes to a $200 refundable deposit on the spot. 2 wired the deposit by Friday."* + +The good answer is countable: 12 calls, 9 strong signals, 3 yes-on-the-spot, 2 wired money. The bad answer is a vibe metric (likes) and a hypothetical (love the idea). Likes do not pay invoices. The matrix routes the bad answer to Path 1 regardless of how confident the founder feels, because the data is not there. + +**Q4 - Monthly engineering budget** + +> Bad: *"We have $400K in the bank and we will spend whatever it takes to ship."* + +> Good: *"$420K in the bank. Burn is $28K/month (founder salary + tools + ads). 15 months of runway. I can commit $4K/month to engineering for the next 6 months without dipping into the marketing budget I need to test the channel."* + +The good answer ties budget to runway and to the marketing test that proves the channel. Bad answer commits the bank without a denominator. The matrix routes the bad answer to Path 4 (hire a team) on the founder's confidence, which is the path that runs them out of money. The good answer routes to Path 3 (Fractional CTO at $4K/mo) which fits inside 15 months of runway with the marketing budget intact. + +**Q5 - Senior engineer in your network** + +> Bad: *"Yes, my college roommate is a software engineer at Google."* + +> Good: *"Yes - Maya Chen, ex-Stripe payments backend, currently fractional. Returns texts within a few hours. She agreed to a 1-hour architecture call on the first Monday of every month at $300/hr. First call booked for Sept 7."* + +The good answer names the person, the relevant experience (Stripe payments backend, not Google ads), the cadence (first Monday), the price ($300/hr), and the next call (Sept 7). Bad answer names a person without the cadence or the agreement. "My roommate is an engineer" is not a check-in. The matrix counts only the named, scheduled, paid arrangement. + +## What to do after + +- **Write your verdict at the top of a fresh Notion doc.** One line: *"Path X (name). Started: [date]. Next module: [4A / 4B / 3.2 / Module 1 retake]."* Pin the doc. Re-read the line every Monday for 4 weeks. +- **Share the worksheet result with one peer or advisor in a 20-minute call.** Not three. One. Ask them: *"If the matrix said Path X, what would change your mind?"* Their first answer is the assumption you should pressure-test next. If they cannot name one, the matrix verdict holds. +- **Schedule the first action for tomorrow morning.** Path 1: ship the Carrd page. Path 2: paste Vibe PRD into Lovable. Path 3: 3 LinkedIn outreach messages to Fractional CTOs in your industry. Path 4: read the SOW clause-by-clause with a printed pen, not in Google Docs. Calendar the action with a hard start time. The worksheet routes the decision; the calendar invite routes the work. + +Founders who skip this worksheet and route on advisor instinct are the founders who, six weeks later, sign a contract their data did not support and post a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) when the build runs over budget. The matrix is cheaper than the contract it prevents. + +If you want the doctrine in long form, the [Module 3.1 post](/blog/should-you-hire-2026-decision-tree/) walks through the Airbnb test, the Rob Walling shed-vs-skyscraper warning, and the worked example for each of the four paths. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/fractional-cto-bridge-5-hours-week/5-jobs-fractional-cto.svg b/content/blog/fractional-cto-bridge-5-hours-week/5-jobs-fractional-cto.svg new file mode 100644 index 000000000..7c07740ab --- /dev/null +++ b/content/blog/fractional-cto-bridge-5-hours-week/5-jobs-fractional-cto.svg @@ -0,0 +1,64 @@ + + + + + + + + + + + + The 5 jobs of a Fractional CTO + 5 hrs/wk, $400-600/wk, $0 equity. One sentence per job. + + + + 1. Architecture review + 1 hr/wk · Monday morning + "This is Rails, not microservices. + One Postgres, not 3 databases. + Defer the queue until month 4." + prevents the rebuild + + + + 2. PR review + 2 hrs/wk · every PR before merge + Catches the API key in the diff. + Catches the n+1 in line 47. + Catches the abstraction nobody asked for. + stops the leak before prod + + + + 3. Hiring filter + 1 hr/wk · only during hire sprint + Tech screen for any new contractor. + Reads their last 3 GitHub commits. + Tells you who is real. + prevents the wrong-fit hire + + + + 4. Vendor BS detection + as needed · sits in agency calls + "Why GraphQL, not REST?" + "Why Kubernetes for 200 users?" + "Show me the monorepo plan." + asks the questions you can't + + + + 5. Founder coaching + 1 hr/wk · Friday roadmap call + Translates "the queue is backed up" + into "promise the demo for May 12, + not May 5." + aligns roadmap to engineering reality + + + + 1 + 2 + 1 + flex + 1 = 5 hours per week. + $400-600/wk all-in. Less than your contractor charges for a single sprint. + diff --git a/content/blog/fractional-cto-bridge-5-hours-week/cofounder-vs-fractional.svg b/content/blog/fractional-cto-bridge-5-hours-week/cofounder-vs-fractional.svg new file mode 100644 index 000000000..cf7d48c16 --- /dev/null +++ b/content/blog/fractional-cto-bridge-5-hours-week/cofounder-vs-fractional.svg @@ -0,0 +1,61 @@ + + + + + + + + + + + + + + + 50% co-founder vs Fractional CTO at 5 hrs/wk + Same problem solved. Two completely different commitments. + + + + Technical co-founder (50%) + "the dying paradigm" + + + + - 50% equity. Forever. + - 5+ year marriage. No exit clause. + - Search takes 6-18 months. + - Cannot fire without buy-back drama. + - One person, one opinion, no reset. + - Vesting, cliff, IP assignment, comms. + + If equity is worth $10M at exit: + cost = $5,000,000 + + "You did not need a marriage. + You needed a code reviewer." + + + + Fractional CTO (5 hrs/wk) + "the 2026 default" + + + + - $0 equity. Cash only. + - Month-to-month. 30-day notice. + - First call this week. Hire by Friday. + - Replaceable in 14 days if it stalls. + - Has shipped this same call 20+ times. + - Standard MSA. No vesting drama. + + $400-$600/wk × 12 months: + cost = $20,800-$31,200/yr + + "5 hours a week is enough + to keep you out of the rebuild." + + + + Same architecture review. Same PR safety. 240× cheaper. Reversible in 30 days. + diff --git a/content/blog/fractional-cto-bridge-5-hours-week/index.md b/content/blog/fractional-cto-bridge-5-hours-week/index.md new file mode 100644 index 000000000..69e4664b4 --- /dev/null +++ b/content/blog/fractional-cto-bridge-5-hours-week/index.md @@ -0,0 +1,182 @@ +--- +title: "The Fractional CTO Bridge" +description: "Stop searching for a 50% co-founder. Hire a Fractional CTO 5 hrs/wk at $400-600. Same architecture review, $0 equity, replaceable. Module 3.2 of the course." +date: 2026-08-19 +draft: false +author: "JetThoughts Team" +slug: fractional-cto-bridge-5-hours-week +keywords: + - fractional CTO non technical founder + - alternative to technical cofounder + - 5 hours per week CTO + - non technical founder hire CTO bridge + - vibe coding founder safety net +tags: + - founders + - non-technical-founder + - course-companion + - hiring +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Fractional CTO Bridge - 5 Hours a Week Beats a Co-founder" + og_description: "Stop searching for a 50% co-founder. Hire a Fractional CTO 5 hrs/wk at $400-600. Same architecture review, $0 equity, replaceable. Module 3.2 of the course." +cover_image_alt: "JetThoughts cover showing two side-by-side panels labeled 50% Co-founder and 5 hrs Fractional CTO with a hand-drawn red arrow pointing at the right panel" +canonical_url: "https://jetthoughts.com/blog/fractional-cto-bridge-5-hours-week/" +related_posts: false +--- + +> **Module 3 · Step 2 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a Module 3.1 decision-tree result that points to "Fractional CTO bridge." Output: a 5-question criteria sheet for hiring one + a Week-1 onboarding ritual. + +Open your Calendly. Look at the recurring Tuesday 4pm slot. The name in that slot is a Fractional CTO you do not have yet. Your build keeps drifting because nobody senior has read the contractor's last three pull requests. You do not need a co-founder. You need that 30-minute slot filled by someone whose only job, for $400 to $600 a week, is to read the code and tell you when the architecture is about to break. + +![Side-by-side comparison of a 50% technical co-founder versus a Fractional CTO at 5 hours a week, listing equity, marriage length, search time, fire-ability, and total cost. The right panel shows the Fractional CTO option with a red arrow pointing to it as the 2026 default.](cofounder-vs-fractional.svg) + +## Why this matters in 2026 + +Y Combinator's [official 2026 position](https://www.ycombinator.com/library/) is that the technical-co-founder-with-50%-equity model has stopped being mandatory. Tools like Lovable, Cursor, and Supabase let a non-technical founder ship a working MVP in weeks. What does not change in 2026 is the moment month four arrives, the contractor proposes a microservices migration, and you have nobody senior in the room to push back. The Fractional CTO is the role you actually need: 5 hours a week of architecture review, PR review, hiring tech-screen, and vendor BS detection. $400 to $600 per week, paid in cash, terminable on 30 days' notice. The same job a co-founder would have done. None of the equity dilution, none of the multi-year marriage, none of the buy-back drama if it does not work out. + +## The 5 jobs the Fractional CTO does + +Pre-seed founders hire on instinct ("I need a CTO"). They almost never write down what the CTO would actually do hour by hour. The breakdown below is the one to print and tape to your monitor before the first intro call. + +![5 boxes arranged in two rows showing the five jobs of a Fractional CTO: Architecture Review (1 hr/wk), PR Review (2 hrs/wk), Hiring Filter (1 hr/wk during hiring sprint), Vendor BS Detection (as needed), Founder Coaching (1 hr/wk). Bottom shows the 5-hour math.](5-jobs-fractional-cto.svg) + +### Architecture review (1 hr/wk) + +Every Monday morning, the Fractional CTO opens the codebase and reads what shipped last week. They look at the data model, the route table, the queue setup, and the third-party integrations. They tell you, in one paragraph in a Notion doc: "this should be Rails, not microservices; here is why." They catch the moment your contractor proposes an over-engineered split: a separate React frontend talking to a Node API talking to a Python ML service for an app with 18 paying users. They protect you from the resume-driven architecture pitch. + +### PR review (2 hrs/wk) + +Every pull request your contractor opens passes through the Fractional CTO before merge. They catch the API key checked into the repo, the n+1 query in line 47, the missing CSRF token, the auth bypass on the admin route, the abstraction nobody asked for. The Veracode [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) found 45% of LLM-generated code shipped at least one exploitable security flaw. PR review is the one thing that catches this before production. A contractor reviewing their own PRs catches nothing. + +### Hiring filter (1 hr/wk during hiring sprint) + +When you go to hire your first contractor or full-time engineer, the Fractional CTO runs the tech screen. They read the candidate's last three GitHub commits. They ask the four technical questions you can't ask. They tell you who is real and who is selling. The cost of one wrong-fit hire at month three is two months of runway. The cost of the Fractional CTO doing the screen is one hour at $80 to $120. + +### Vendor BS detection (as needed) + +When the agency proposes Kubernetes for 200 users, the Fractional CTO sits in the call and says "why?" When the contractor proposes GraphQL because "REST is old," the Fractional CTO says "show me the monorepo plan." When the AI vendor pitches their $40K-a-year platform, the Fractional CTO asks the technical questions that puncture the demo. They are the senior voice in a room where you are otherwise the only buyer in front of three people pitching. + +### Founder coaching (1 hr/wk) + +Every Friday, 30 to 60 minutes, the Fractional CTO sits with you and your roadmap. They translate "the queue is backed up because Resque is dropping jobs" into "promise the May demo for May 12, not May 5." They make the engineering reality legible to your roadmap. The reverse is also true: they hear you describe the customer's pain and tell you which feature is one day of work and which is three weeks. The roadmap stops being a wish list. + +## 5 criteria for hiring a Fractional CTO + +Most "Fractional CTO" listings on LinkedIn are either career CTOs in transition (overpriced for pre-seed) or junior engineers padding their title (under-skilled for the role). The five criteria below filter the actual fit. + +### 1. 10+ years engineering at Series A-C startups + +Big-tech-only resumes (Google, Meta, Amazon for 10 years) solve different problems. They know how to scale to a billion users. They do not know how to keep a 200-user app alive on a Heroku bill of $89/mo. The Fractional CTO you want has shipped at startups where the budget was real, the team was 3 to 12 engineers, and the stack was opinionated. Series A-C is the sweet spot. The pre-seed work feels familiar to them. + +### 2. First engineer at 2+ startups + +The "first engineer" experience is the closest analog to what your Fractional CTO will do for you. They have set up the GitHub org from scratch. They have picked the database. They have written the deployment script. They have argued with a non-technical founder about the roadmap. Two times of doing this is enough; one time is luck. Three or more is the goal. + +### 3. Will commit to a recurring weekly slot + +"Available when needed" is the failure mode. The Fractional CTO who answers your Slack at 11pm on Wednesday is the one who has not protected their calendar from the rest of their clients. You want a recurring 30-minute slot for architecture review every Monday and a 60-minute slot for founder coaching every Friday. Both blocks on their calendar. If the candidate is not willing to commit to recurring slots in the first call, they are pricing in your churn. + +### 4. References from non-technical founders specifically + +Other founders are the natural client of a Fractional CTO. If the candidate's references are all engineering managers or VPs of engineering, you are about to hire a senior engineer who happens to consult, not a Fractional CTO. Ask for two non-technical-founder references. Call both. Ask: "Did the Fractional CTO ever push back on a feature you wanted to ship? What happened?" If the answer is "they always shipped what I asked for," that is a no-hire signal. + +### 5. Affordable: $400-600/wk for 5 hrs is the 2026 market range + +[Bolster's marketplace data](https://bolster.com/marketplace/fractional-cto/) and the rates you will see on Toptal Fractional Executives put the 2026 range at $80 to $120 per hour for a competent Fractional CTO. 5 hours per week lands at $400 to $600. Above $1,000 per week for the same 5-hour block, you are paying for a name brand or a CTO who is over-spec for pre-seed. Below $300 per week, you are buying a junior engineer with the title inflated. The window is narrow on purpose. + +## Where to find one + +Five places, in roughly the order I would search them. + +- **LinkedIn searches**: `"Fractional CTO" + your industry + your city`. Filter to "open to work" if available. Send 10 short DMs that name the project and the budget. Reply rate is around 30%. +- **Y Combinator alumni network**: post in the founder Slack ("YC alumni → YC founder Slack"). Even non-YC founders can reach in via warm intros. The talent pool here is the densest in the world. +- **Specific platforms**: [Toptal Fractional Executives](https://www.toptal.com/fractional/cto), [Bolster](https://bolster.com/marketplace/fractional-cto/), [GoCoFound](https://gocofound.com/), [Parlay](https://www.parlay.app/). Each platform pre-screens. You pay a markup, you save a week of vetting. +- **The Indie Hackers Fractional channel**: free, slower, founder-to-founder. Best for SaaS micro-startups. The candidates here know the Stripe + Postgres + Heroku stack cold. +- **Your investor network**: often the fastest path. One email to your lead angel saying "I am hiring a Fractional CTO for 5 hours a week, $400 to $600 budget" produces 2 to 4 warm intros within 48 hours. Use this last only because investors get attention-scarce; use it first only if you have one investor whose value-add is exactly this. + +## Week 1 onboarding ritual + +Sign the MSA on Day 0. Then run the seven days below verbatim. Skip a step and the Fractional CTO drifts into being a coder instead of a guard. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Mon(["Mon 9am-10am
    Architecture review
    (1 hr)"]) + Wed(["Wed - rolling
    PR review
    (2 hrs across the week)"]) + Fri(["Fri 4pm-5pm
    Founder coaching
    (1 hr)"]) + Flex(["+1 hr flex
    Hiring screens / vendor calls / cost review"]) + + Mon --> Out1["Notion doc:
    this week's architecture call"] + Wed --> Out2["GitHub comments:
    plain-English why on every PR"] + Fri --> Out3["Roadmap update:
    what's real this sprint"] + Flex --> Out4["As-needed:
    tech screen note OR vendor pushback"] + + classDef slot fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef out fill:#f0f9f0,stroke:#2e7d32,stroke-width:2px,color:#1a1a1a + class Mon,Wed,Fri,Flex slot + class Out1,Out2,Out3,Out4 out +``` + +- **Day 1**: share the [Validated Problem Statement](/blog/validated-problem-statement-template/) and the [Vibe PRD](/blog/vibe-prd-template/) you built in Modules 1 and 2. The Fractional CTO reads both before the first call. They cannot do architecture review without knowing the customer. +- **Day 1**: add them to the private GitHub org with `code reviewer` permissions. Not `admin`. Not `write`. Read + comment + approve PRs is the right scope. Same for the AWS console (read-only) and the Stripe dashboard (read-only). +- **Day 3**: first 30-minute architecture review. They read the existing codebase and the data model. They write one paragraph in a shared Notion doc: "what I would change, what I would leave alone." This document becomes the running architecture log. +- **Day 7**: first PR review. The Fractional CTO comments in plain English so you understand the trade-off. ("This adds a Redis dependency. Cost: $15/mo. Benefit: faster session lookup. Trade-off: one more service to monitor. Verdict: defer until you hit 500 active sessions.") If their PR comments are all jargon and you cannot follow, the hire is wrong. +- **End of Week 4**: ask them the Friday-coaching question. "Should I hire any contractors yet?" The answer they give you tells you whether the 5 hours a week have produced a clearer picture of the build than you had on Day 0. If the answer is "yes, here's the role and here's the budget," the relationship is working. If the answer is hand-wavy, you have hired wrong; replace. + +## The Rails / Django / Laravel angle + +The first big argument with the Fractional CTO will be the framework. A good Fractional CTO will tell you to use Rails, Django, or Laravel for the production app. Not the framework your contractor wants to learn on your dime. Pre-seed startups do not need microservices. They do not need an over-engineered split with a separate React frontend talking to a Node API talking to a Python ML service. They need one full-stack codebase that one engineer can ship end-to-end on a Tuesday afternoon. DHH calls Rails the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: when the brief names the job and the framework hides the plumbing, one developer ships in a week what the resume-driven path ships in a month. Django's batteries-included philosophy and Laravel's full-stack defaults follow the same logic. The Fractional CTO catches this argument in the first PR. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the bigger the architecture word your contractor proposes, the smaller the validated problem they are usually building it for. + +## What to do tomorrow + +Three actions, in order. None take longer than 20 minutes. + +- **Post in 1 founder community asking for Fractional CTO recommendations.** Pick the one where you already lurk: LinkedIn (your network), Indie Hackers (#fractional channel), or Y Combinator founder Slack if you have access. Post: "Looking for a Fractional CTO, 5 hrs/wk, $400-600 budget, [your industry]. Recommendations welcome." Reply rate within 24 hours: 5 to 12 DMs. +- **Schedule 3 intro calls this week.** Not 6, not 1. Three is the number where you can compare. Each call is 30 minutes. Use the same 4-question script: (1) describe your last fractional engagement, (2) walk me through one architecture call you made that pushed back on the founder, (3) what is your recurring weekly slot, (4) two references from non-technical founders. +- **Reject any candidate above $800/wk for 5 hrs.** Above $800 is over-spec for pre-seed. Above $1,000 you are paying for a name brand. Set the budget hard. The right candidate exists in the $400-600 range; raise only if all 3 introduction calls produced no fit. + +> Stop looking for a co-founder with 50% equity. Hire a Fractional CTO for 5 hours a week at $400-600. Same architecture review, same PR safety, $0 equity, replaceable in 30 days. The 2026 default. + +The 5-hour week is enough because the bottleneck at pre-seed is not coding capacity. It is the senior judgment to push back when the contractor proposes a stack nobody actually needs. The Fractional CTO supplies that judgment for the cost of a single contractor sprint. They are the senior voice you rent until you have the buyers to justify hiring your own. + +Founders who skip this hire are the founders who, six months later, ship the [salvage-or-rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about a vibe-coded MVP that grew faster than the architecture could hold. The Fractional CTO is the cheap insurance against that exact failure. + +## Continue the course + +This is **Module 3 · Step 2 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 3 closes here. Next up: Module 4A (self-serve build) or Module 4B (hire a team), based on your decision-tree result from [Module 3.1](/blog/should-you-hire-2026-decision-tree/). + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) rewritten in outcome shape | +| **3** | **Choose Your Build Path** ← you are here (complete) | **Build decision: validate / self-serve / fractional CTO / hire** | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 3 · Choose Your Build Path**: 3.1 [Should You Hire? The 2026 Decision Tree](/blog/should-you-hire-2026-decision-tree/) (complete) · 3.2 **The Fractional CTO Bridge - 5 Hours a Week Beats a Co-founder** ← you are here (Module 3 closes). + +Pick your next module by your Module 3.1 verdict. Path 3 (Fractional CTO): you are here, finish the hire by end of month. Path 2 (self-serve): proceed to Module 4A. Path 4 (hire a team): proceed to Module 4B and read [the SOW guide](/blog/reading-sow-clause-by-clause/) before kickoff. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Sophia Matveeva, [*Tech for Non-Technical Founders* membership program](https://techfornontechnicalfounders.com/) - the strategic-management complement to this post. Heavy on the founder-as-orchestrator framing the Fractional CTO operationalizes. +- Drew Falkman, [*Vibe Coding Data-Enabled AI Apps* on Maven](https://maven.com/) - the $1,000 cohort that teaches the self-serve stack (Path 2 from Module 3.1). Recommended for founders who route to self-serve before hiring a Fractional CTO. +- Bolster, [Fractional CTO Marketplace](https://bolster.com/marketplace/fractional-cto/) - the largest curated platform for fractional engineering executives in 2026. Pricing data and candidate profiles. +- Y Combinator, [Co-Founder Matching + Solo Founder Resources](https://www.ycombinator.com/library/) - YC's evolving stance on the technical-co-founder requirement. Read the 2026 manifestos before deciding equity is necessary. +- Toptal, [Fractional CTO Network](https://www.toptal.com/fractional/cto) - alternative platform, vetted talent, higher hourly rate but faster vetting cycle. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one developer ships outcomes end-to-end. The framework argument the Fractional CTO will make in your first PR. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind the PR-review job. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/cost-breakdown.svg b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/cost-breakdown.svg new file mode 100644 index 000000000..258226b2b --- /dev/null +++ b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/cost-breakdown.svg @@ -0,0 +1,55 @@ + + + + + + + + + + + + What the Self-Serve Stack Actually Costs + Three months of pre-seed reality, no theatre. Real receipts. + + + + $300/mo + $200/mo + $100/mo + $50/mo + $0/mo + + + + + + + Week 1 + free tiers + $0 + + + + Month 1 + first ship + $87 + Lovable Pro $25 + Supabase $25 + domain $14 + Resend $20 + Vercel $0 + Stripe fees ~$3 + + + + Month 6 + post-launch + ~$200 + Lovable Scale $100 + Supabase $25 + Resend $35 + Sentry $26 + monitoring $14 + + + + ↓ ceiling around here + at ~10K users you + graduate to Module 4B + or hire a Fractional CTO + + + A typical hire-a-team build runs $30K-$80K/month. The stack ships the same first 10 paying customers for under 1% of that. + diff --git a/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/index.md b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/index.md new file mode 100644 index 000000000..f286b5161 --- /dev/null +++ b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/index.md @@ -0,0 +1,198 @@ +--- +title: "The Self-Serve MVP Stack: Lovable + Stripe" +description: "The 4-week ship plan for a Lovable + Supabase + Stripe MVP. Plain-English roles, real costs, the architectural ceiling. Module 4A.1 of the free course." +date: 2026-08-26 +draft: false +author: "JetThoughts Team" +slug: self-serve-mvp-stack-lovable-supabase-stripe-2026 +keywords: + - lovable supabase stripe stack 2026 + - non technical founder build mvp self serve + - vibe coding stack + - ship MVP without engineers + - ai assisted build founder +tags: + - founders + - non-technical-founder + - course-companion + - self-serve + - vibe-coding +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Self-Serve MVP Stack: Lovable + Supabase + Stripe (Module 4A.1)" + og_description: "The 4-week ship plan for a Lovable + Supabase + Stripe MVP. Plain-English roles, real costs, the architectural ceiling. Module 4A.1 of the free course." +cover_image_alt: "JetThoughts cover showing three hand-drawn stacked layers labeled Lovable, Supabase, and Stripe with arrows linking them, and a sticky note reading Ship by Friday week 4." +canonical_url: "https://jetthoughts.com/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/" +related_posts: false +--- + +> **Module 4A · Step 1 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a Module 3.1 decision pointing to "self-serve" + a Vibe PRD. Output: a live MVP at a staging URL real users can click, by Friday week 4. + +"I shipped my MVP in four weeks for $87. Three customers paid before I built the second feature." That was a B2B SaaS founder I spoke with last month. She had never written a line of code. She had spent two months running [Mom Test calls](/blog/mom-test-ask-about-past-not-future/) before she touched a single tool. The four weeks she counts started after the [Vibe PRD](/blog/vibe-prd-template/) was signed by two advisors and the [build-path decision tree](/blog/should-you-hire-2026-decision-tree/) routed her to Path 2. The stack she used is the one this post is about. + +![Three hand-drawn stacked boxes labeled Lovable (UI), Supabase (data layer), and Stripe (money layer), with arrows showing data flowing from a buyer at the top down through the stack and a Stripe webhook returning to Supabase.](stack-diagram.svg) + +## Why this matters in 2026 + +[Y Combinator's 2026 stance](https://www.ycombinator.com/library/) is direct: validate without code, then ship the simplest version with AI tools. The Lovable + Supabase + Stripe stack is the dominant 2026 path for self-serve founders because all three tools were built AI-first, the documentation is exhaustive, and the integrations between them are templated to the point of being boring. Boring is what you want for an MVP. The boring path also lets one non-technical founder ship the full loop (signup, paid onboarding, the one feature that solves the validated problem) without ever opening a terminal. The cost to disprove your hypothesis is one weekend and $87. The cost to prove it is the same. + +## What each tool does (in plain English) + +Pre-seed founders ask "which framework" before they ask "which job." Three tools, three jobs. The boundaries between them are the only architecture you need to know on day one. + +### Lovable - the UI layer + +Lovable is an AI-powered builder for the screens. You describe an app in English: *"a dashboard for fitness coaches to log client check-ins, with a weekly export to CSV"*, and Lovable generates a working web frontend with proper component structure, routing, and form validation. Every save deploys to a public staging URL you can paste into a Slack message. [Lovable's pricing tiers in 2026](https://lovable.dev/pricing) run $0 (Free, capped messages), $25/mo (Pro), $50/mo (Business), and $100/mo (Scale, the tier most paying-MVP founders settle on after the first month). The key thing it does not do well: heavy backend logic, complex auth flows, anything custom on the database side. That is what Supabase is for. + +### Supabase - the data layer + +Supabase is managed Postgres + auth + file storage + row-level security in one console. Lovable's built-in storage is fine for a prototype; Supabase is what you connect when you have real users whose data has to survive a redeploy. The free tier handles up to 50,000 monthly active users and 500MB of database before you have to upgrade. Pro is $25/month and most pre-seed founders never outgrow it before they hit the architectural ceiling. Supabase auto-generates a REST API and a JavaScript client on top of any table you create, which is what Lovable calls when it needs to read or write a row. [Supabase's 2026 pricing](https://supabase.com/pricing) lists the bands clearly. The auth product replaces 80% of what founders used to pay Auth0 or Clerk for; the row-level security policies replace what a contractor would have hand-coded over two weeks. + +### Stripe - the money layer + +Stripe processes the payment. The 2026 default integration for a Lovable app is [Stripe Checkout](https://docs.stripe.com/payments/checkout) (a hosted page Lovable can link to with one line) plus a webhook into Supabase that updates the user's subscription status when the charge succeeds. The fee is the standard [2.9% + $0.30 per transaction](https://stripe.com/pricing) for cards in the US; international, Klarna, ACH, and other rails have their own bands. There is nothing custom about this in 2026. Every founder hits the same Checkout integration; the documentation has been refined over a decade of pre-seed founders running the exact same setup. + +### GitHub for version control + +Free for solo founders on the Free plan. You will not write much code yourself, but Lovable can sync to a GitHub repo on every save, which means: (a) you have a backup if Lovable goes down or you cancel the subscription, (b) when you eventually hire a contractor or a Fractional CTO, the code is already in a place they can read. Set this up in Lovable's Settings on day one. Skipping this is the most common reason founders we pick up six months later cannot retrieve the source. + +## The 4-week ship plan + +Four weeks, one founder, the Vibe PRD already signed. Each week ends with one demo to one human (a friend, an advisor, your spouse, the dog if necessary - someone who has not seen the build). Friday week 4 ends with five real ICP users on the staging URL. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart LR + W1["Week 1
    Lovable + the UI
    (no backend yet)"] + W2["Week 2
    Supabase + auth
    (real signup works)"] + W3["Week 3
    Stripe + checkout
    ($1 test transactions)"] + W4["Week 4
    Staging URL
    + 5 ICP users click"] + + W1 --> W2 --> W3 --> W4 + + W1 -.-> D1["Friday demo:
    screens click,
    no data persists"] + W2 -.-> D2["Friday demo:
    your spouse signs up,
    row appears in Supabase"] + W3 -.-> D3["Friday demo:
    $1 charge clears,
    webhook flips user to paid"] + W4 -.-> D4["Monday after:
    5 click sessions logged,
    iterate from real signal"] + + classDef week fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef demo fill:#fffbe6,stroke:#bf8a00,stroke-width:2px,color:#1a1a1a + class W1,W2,W3,W4 week + class D1,D2,D3,D4 demo +``` + +### Week 1 - write your prompts, set up Lovable, ship the UI + +Monday morning, open the Vibe PRD. The "what you're building" section becomes your first three Lovable prompts. Lovable's prompt style is conversational; you describe the screen, the components, the rough behavior. Examples: + +```text +Build a dashboard for a fitness coach. Top-level view shows +a list of clients (name, last check-in date, status: green +if checked in this week, red if not). Click a client to open +their detail page with a check-in form (date, weight, notes, +3-photo upload). +``` + +Lovable generates the screens. You iterate by chatting with it: "make the status badges bigger, move the check-in form to the right side." By Friday you have a clickable UI on a public staging URL. No data persists yet. That is fine. The Friday demo is to your spouse: do the screens make sense without any explanation? If the screens need a tour to understand, the design is wrong, not the build. Rewrite the prompts. + +### Week 2 - set up Supabase, connect, real signup works + +Monday morning, create a Supabase project on the free tier. Define your three or four core tables in the SQL editor (or in the Table Editor UI; both work for an MVP). For the fitness coach example: `coaches`, `clients`, `check_ins`. Enable [Row-Level Security](https://supabase.com/docs/guides/database/postgres/row-level-security) from the start. RLS is the difference between a coach seeing their own clients and a coach seeing every coach's clients in a single bug. Skipping it is the most common security mistake we see in vibe-coded MVPs. + +In Lovable, install the Supabase integration. Lovable will add the Supabase JS client and store the keys for you. Wire your signup screen to `supabase.auth.signUp()` and your data screens to `supabase.from('clients').select()`. By Friday: your spouse signs up via the staging URL, you watch a row appear in the Supabase console in real time. That is the demo. + +### Week 3 - add Stripe, wire checkout, $1 test transactions + +Monday morning, create a Stripe account in test mode. Build one product (your monthly plan) at one price (the price your Vibe PRD locked in). Use [Stripe Checkout](https://docs.stripe.com/payments/checkout/quickstart) for the simplest possible integration: one URL Lovable links to, one webhook back to Supabase that flips the `coaches.subscription_status` column to `active` when the charge clears. + +Spend the rest of the week running $1 test transactions through the flow: signup, hit the paywall, pay $1 in test mode, land in the paid view. Use Stripe's [test card numbers](https://docs.stripe.com/testing) to simulate failures (declined card, 3D Secure challenge, dispute). The Friday demo is to yourself: you sign up as a fake coach, you pay $1, you land on the paid dashboard, you check Supabase, the row says paid. Webhook works. + +### Week 4 - deploy, send to 5 ICP users, iterate Friday + +Monday morning, switch Stripe out of test mode. Buy a domain ($14/year on [Porkbun](https://porkbun.com/) or your registrar of choice; never let a tool hold your domain). Point the domain at the Lovable staging URL. Take final screenshots, write a 3-line cold email or LinkedIn DM, and send to 5 ICP prospects from your [Module 1 outreach list](/blog/outreach-sequence-template/). + +> "Hey [name] - the workflow you described last month (logging client check-ins by hand on a spreadsheet) is now a tool. 5-minute first-use, $29/month after a 14-day trial. URL: [staging URL]. Honest reactions only." + +Watch what happens. If 0 of 5 click, the cold message is wrong, not the product (yet). If 5 click and 0 sign up, the landing screen is wrong, not the product. If 5 sign up and 0 pay, the paywall position or the price is wrong. Each failure shape tells you what to fix in the next week. The Friday demo is the data, not the screens. + +## What "ship the shed" means in practice + +The [Module 3.1 post](/blog/should-you-hire-2026-decision-tree/) walked through Rob Walling's [shed-vs-skyscraper warning](https://podcast.creatorscience.com/rob-walling/). The Lovable + Supabase + Stripe stack is the shed. It is the right shape for: a single workflow, a single persona, a single happy path, no real-time, no compliance scope, no AI inference cost above pennies per request, no third-party integrations beyond the three already in the stack. Inside that envelope, the shed holds. Outside it, the shed is the wrong building and you are about to put load on it the engineering was never meant to carry. + +The trade-off is honest. The shed cannot host every business. It can host yours through the first 10 paying customers, which is the only data point that earns you the right to argue about the next building. + +## The Rails / Django / Laravel angle + +The Lovable + Supabase + Stripe stack handles roughly 80% of pre-seed B2B SaaS MVPs without ANY traditional framework. The other 20% (backend-heavy, integration-rich, real-time, AI inference at scale, regulated data) need real engineering on day one. Those founders graduate to [Module 4B](/blog/reading-sow-clause-by-clause/) (hire a team) or hire a [Fractional CTO](/blog/fractional-cto-bridge-5-hours-week/) immediately. When they do, the production app moves to Rails, Django, or Laravel - the [one-person frameworks](https://world.hey.com/dhh/the-one-person-framework-711e6318) that one engineer can ship and operate end-to-end, the same stack pattern that survives the rewrite from a vibe-coded MVP. The shed never converts to a skyscraper. The skyscraper is a different building, planned by a structural engineer, with a different set of materials. We covered the shape of the bad rewrite (microservices for an app with 18 paying users) in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/). + +For most pre-seed B2B SaaS, you stay on the shed long enough to know whether the building is worth putting up at all. + +## Communities that replace a co-founder + +You are about to hit a wall: a Lovable prompt that produces the wrong component, a Supabase RLS policy that locks out your own admin user, a Stripe webhook that fires twice for one charge. Five communities answer most of these in under an hour, free. + +- **[Lovable Discord](https://lovable.dev/community)** - 160K+ members in 2026. Real-time troubleshooting, hosts hackathons most months, and the Lovable team itself answers in some channels. The single most useful community for the UI layer. +- **[Indie Hackers](https://www.indiehackers.com/)** - bootstrap-focused. Free tier and a paid tier ($X/month, varies). Founders posting honest revenue numbers and shipping logs. Best for the Friday-demo accountability rhythm. +- **[No Code Founders (NCF Slack)](https://www.nocodefounders.com/)** - covers the full no-code adjacent stack (Bubble, Webflow, Glide, Softr) in case Lovable is wrong for your specific UI shape. Worth a free membership even if you stay on Lovable. +- **r/nocode + r/vibecoding on Reddit** - lower signal-to-noise than the Slack communities, but free and indexable. Search before you post. +- **Buildspace + Maven cohorts** - paid alternatives if accountability is your blocker. [Drew Falkman's *Vibe Coding Data-Enabled AI Apps*](https://maven.com/) cohort costs around $1,000 and gives you a peer cohort plus office hours. Worth it for founders who ship more under a deadline than on their own. + +None of these is JetThoughts. None of them sells you a service. They are the founder peer pool the YC stance on co-founders [now points at](https://www.ycombinator.com/library/) instead of the 50%-equity hire. + +## The architectural ceiling - what's coming in Module 4A.2 + +The shed holds until it doesn't. Five specific signals tell you the ceiling is close. The next chapter ([Module 4A.2 - Vibe Coding Done Right](/blog/tech-for-non-technical-founders-2026/)) walks through each one with the threshold to watch. Quick preview: scale beyond roughly 10,000 users, complex data model that no longer fits a single Supabase project, real-time features the auto-generated REST API cannot serve, security or compliance scope that needs an external audit, AI inference at scale where per-request cost crosses pennies. When you see two of these, route to Module 4B (hire a team) or to a [Fractional CTO](/blog/fractional-cto-bridge-5-hours-week/) for the architecture call. The shed does not collapse overnight; the warning shows up in the metrics three weeks before the customer sees it. Module 4A.2 names the metrics. + +![A hand-drawn stacked-bar chart showing $0 in week 1 (free tiers), $87 in month 1 (Lovable Pro + Supabase Pro + domain + Resend + Stripe fees), and roughly $200/month in month 6 (post-launch tier upgrades), with a red dashed annotation marking where the architectural ceiling typically arrives.](cost-breakdown.svg) + +## What to do tomorrow + +Three actions, in order. The first two cost $0. + +- **Sign up for Lovable + Supabase free tiers.** [lovable.dev](https://lovable.dev) and [supabase.com](https://supabase.com), both with a Google sign-in. Connect the GitHub sync inside Lovable so your code lives somewhere that survives the cancellation of the subscription. +- **Pick ONE feature from your Vibe PRD's "what you're building" section.** Not three. One. The smallest workflow that, on its own, solves the validated problem for one persona. Write a single prompt for Lovable in the shape of "build a [screen] for [persona] to [outcome from the PRD]." Paste it. +- **Generate the UI in Lovable using your outcome-shaped spec from [Module 2.3](/blog/stop-specifying-features-start-outcomes/).** Iterate by chatting with the model: rename, resize, reposition. The first Friday demo is the screens clicking, with nothing persisted. Show it to one human who has not read the PRD and watch them try to use it without a tour. + +> Build the shed first. Lovable + Supabase + Stripe + a $14 domain ships your validated problem to a staging URL in four weeks for under $90. The skyscraper is a different building, and you have not earned the right to argue about it yet. + +The [Self-Serve Stack Walkthrough](/blog/self-serve-stack-walkthrough/) artifact is the day-by-day version of this post. Print it Monday morning of week 1. Each day has one small task; each Friday has one demo. Founders who ship the four weeks tend to do it because the artifact removes the "what do I do next" question. + +Founders who skip the four weeks and try to design the perfect first version are the founders who, six months later, post in the [salvage-or-rebuild](/blog/salvage-vs-rebuild-decision-tree/) thread about a 12,000-line vibe-coded codebase that grew faster than the architecture could hold. The four-week shed never grows that large because by the time it would, you have either reached the architectural ceiling on real users (good problem) or you have learned the demand is not there (cheap problem). Both outcomes beat the half-built thing. + +## Continue the course + +This is **Module 4A · Step 1 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 3 closed last week. Module 4A (the self-serve build branch) opens here. If your Module 3.1 verdict pointed at Path 4 (hire a team), skip ahead to Module 4B; the [SOW reading guide](/blog/reading-sow-clause-by-clause/) is the right starting page over there. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) rewritten in outcome shape | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| **4A** | **Ship Self-Serve (branch)** ← you are here | **Live MVP at a staging URL** | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4A · Ship Self-Serve**: 4A.1 **The Self-Serve MVP Stack: Lovable + Supabase + Stripe** ← you are here · 4A.2 Vibe Coding Done Right - The 5 Ceiling Signals (next). + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Y Combinator, [Startup School Library + 2026 Founder Resources](https://www.ycombinator.com/library/) - the YC stance on validating without code and the changing role of the technical co-founder. Read before any framework decision. +- Rob Walling, [Vibe Coding interview on Creator Science](https://podcast.creatorscience.com/rob-walling/) - the shed vs skyscraper analogy that frames the architectural ceiling. 35-minute listen. +- Lovable, [Pricing tiers](https://lovable.dev/pricing) and [community Discord](https://lovable.dev/community) - the official price tiers (Free / Pro $25 / Business $50 / Scale $100) and the 160K-member peer community for troubleshooting. +- Supabase, [Pricing tiers](https://supabase.com/pricing) and [Row-Level Security guide](https://supabase.com/docs/guides/database/postgres/row-level-security) - the Postgres + auth platform powering the data layer; RLS is the security model you must enable from day one. +- Stripe, [Checkout quickstart](https://docs.stripe.com/payments/checkout/quickstart) and [Pricing page](https://stripe.com/pricing) - the canonical hosted-checkout integration plus the 2.9% + $0.30 fee structure most pre-seed B2B SaaS founders run on. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one engineer can operate end-to-end. The framework argument the Fractional CTO will eventually make on your behalf. +- Drew Falkman, [Vibe Coding Data-Enabled AI Apps on Maven](https://maven.com/) - the $1,000 cohort if accountability is your blocker on the four-week ship plan. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind why a one-hour-a-month architecture review pays for itself. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/stack-diagram.svg b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/stack-diagram.svg new file mode 100644 index 000000000..e1e969af5 --- /dev/null +++ b/content/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/stack-diagram.svg @@ -0,0 +1,53 @@ + + + + + + + + + + + + + + + The Self-Serve MVP Stack (2026) + Three boxes, two arrows, one staging URL by Friday week 4. + + + + Your buyer + opens the staging URL + + + + + + + 1. Lovable - the UI layer + AI-generated React frontend. You describe the screen in English, it ships the form, the table, the auth modal. + ~$25 to $100 / month. Deploys to a public staging URL on every save. + Job: render the screens. Send the form data downward. + + + + REST / JS client + + + + 2. Supabase - the data layer + Managed Postgres + auth + file storage + row-level security. Free tier handles ~50K monthly active users. + $0 free / $25 Pro / $599 Team. Auto-generates a REST + GraphQL API on top of your tables. + Job: store the user, the row, the file. Listen for Stripe events. + + + + webhook + checkout + + + + 3. Stripe - the money layer + Checkout link or embedded element. 2.9% + $0.30 per transaction. Webhooks update Supabase on success. + Job: charge the card. Tell Supabase the customer is paid. + diff --git a/content/blog/self-serve-stack-walkthrough/index.md b/content/blog/self-serve-stack-walkthrough/index.md new file mode 100644 index 000000000..2ea65a9f6 --- /dev/null +++ b/content/blog/self-serve-stack-walkthrough/index.md @@ -0,0 +1,430 @@ +--- +title: "Self-Serve Stack Walkthrough: Lovable + Supabase + Stripe in 4 Weeks" +description: "Step-by-step walkthrough of shipping a B2B SaaS MVP on Lovable + Supabase + Stripe in 4 weeks. Free." +date: 2026-08-26 +draft: false +author: "JetThoughts Team" +slug: self-serve-stack-walkthrough +keywords: + - lovable supabase stripe walkthrough + - 4 week mvp ship plan + - self serve mvp template + - vibe coding day by day + - non technical founder ship plan +tags: + - founders + - non-technical-founder + - template + - course-companion + - self-serve + - vibe-coding +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/self-serve-stack-walkthrough/" +related_posts: false +--- + +📋 Template companion to the [Module 4A.1 post](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/). Print Monday morning. Ship by Friday week 4. + +# Self-Serve Stack Walkthrough - 4 Weeks, 3 Tools, 1 Staging URL + +*Day-by-day tasks for shipping the Lovable + Supabase + Stripe MVP. Cross off as you go.* + +## Why this exists + +A two-person co-founder team we spoke with last month spent eleven weeks on Lovable before they had a single paying user. Not because the tool was wrong - because they kept rebuilding the same first screen from different prompts every Monday. They had no plan. Each week started with "let's polish the dashboard" and ended with the same broken Stripe webhook nobody had wired. By the time they came up for air, the runway-to-paying-customer math no longer worked. We walked them through the four-week plan below on a Friday afternoon. They restarted from week 1, ignored the eleven weeks of half-built screens, and shipped a paid signup flow on day 23. The first dollar arrived on day 31. The plan is the difference between four weeks of progress and eleven weeks of polish. + +The tool stack does not ship the MVP. The schedule does. + +## How to use this + +Print one side of paper. Tape it to the wall next to your monitor. Each Monday morning, read the week's day-by-day list, calendar the four work blocks (one per day, 90 minutes each is enough), and pick the Friday demo audience. Each Friday, do the demo and write the one-line result at the bottom of the week. If a Friday demo fails the goal, repeat the week. Do not advance until the week's demo lands. + +Total time budget: 90 minutes per day, 5 days a week, for 4 weeks = 30 hours of work. Plus ~$90 in tool subscriptions and a domain across the four weeks. The plan ships a public staging URL with paid signup by the end of week 4. + +If a week takes you 7 days instead of 5, you are normal. If a week takes 14 days, the prompt you wrote on Monday was wrong; rewrite it before continuing. + +## Pre-flight checklist (the Sunday before week 1) + +- [ ] **Vibe PRD signed by 2 advisors** ([template](/blog/vibe-prd-template/)) +- [ ] **Validated Problem Statement filled in** ([template](/blog/validated-problem-statement-template/)) +- [ ] **[Build Path Decision Worksheet](/blog/build-path-decision-worksheet/) verdict = Path 2 (Self-serve)** +- [ ] **One Lovable account created** (Free tier OK to start; upgrade to Pro $25 in week 2) +- [ ] **One Supabase project created** (Free tier OK through week 4) +- [ ] **One Stripe account created** in test mode (verify the email) +- [ ] **One GitHub account** (Free plan is fine for solo founder) +- [ ] **Calendar blocks** scheduled: Mon-Fri 9am-10:30am, 4 weeks straight +- [ ] **Friday demo audience chosen** for each week (spouse, advisor, peer founder, ICP prospect - rotate) + +If any pre-flight box is unchecked, do that first. The four-week plan does not work without the inputs. + +## Week 1 - Lovable + the UI (no backend yet) + +Goal: a clickable UI on a public staging URL. No data persists. Friday demo: a non-PRD reader navigates the screens without a tour. + +### Monday - write the first prompt + +Open the Vibe PRD's "what you're building" section. Paraphrase the smallest workflow into a single Lovable prompt. Sample (fitness coaching SaaS): + +```text +Build a dashboard for a fitness coach. +- Top bar: coach name + log out +- Left sidebar: list of clients (name, last check-in date, + status badge: green if checked in this week, red if not) +- Main pane (when a client is clicked): client detail page + with a check-in form (date, weight, notes, 3-photo upload) +- Save button. Toast notification on save. +``` + +Paste into Lovable. Iterate by chatting: "make the badges bigger," "move the check-in form to the right side." Stop when the screen matches the PRD's screenshot mock. + +### Tuesday - second screen + signup placeholder + +Add the signup screen and a paywall placeholder (no real auth yet). Sample prompt: + +```text +Add a signup page at /signup with email + password fields +and a "Start 14-day trial" button. Add a paywall page at +/upgrade that says "Your trial ends in N days" and has a +"Pay $29/month" button. Both buttons can be no-op for now. +``` + +By end of day: signup -> dashboard -> client detail -> check-in form. All clickable. Nothing saved. + +### Wednesday - second workflow screen + +Add the export-to-CSV screen (or whatever your second core screen is from the PRD). One screen per day in week 1; you are buying yourself the iteration room. + +### Thursday - polish + GitHub sync + +Read every screen aloud. Anything that needs more than 5 seconds to understand: rewrite the prompt. Then go to Lovable Settings, connect a new GitHub repo, push everything. Verify the commit lands on github.com. + +### Friday - demo to a non-PRD reader + +Send the staging URL to someone who has not read the Vibe PRD. Watch them try to use it (over screen-share or in-person). Do not narrate. Note every place they pause for more than 3 seconds. Those are your week-1 bugs in design, not in code. + +**Result line (fill in)**: ____________________________________________ + +## Week 2 - Supabase + auth (real signup works) + +Goal: a real user signs up, lands in the dashboard, sees their data persist across a refresh. Friday demo: your spouse or first ICP signs up, you watch their row appear in the Supabase console live. + +### Monday - schema design (90 minutes max) + +Open the Supabase Table Editor. For the fitness coach example, create three tables: + +```sql +-- Coaches (the user account) +create table coaches ( + id uuid primary key default uuid_generate_v4(), + email text unique not null, + full_name text, + subscription_status text default 'trial', + trial_ends_at timestamptz default now() + interval '14 days', + created_at timestamptz default now() +); + +-- Clients (each coach has many) +create table clients ( + id uuid primary key default uuid_generate_v4(), + coach_id uuid references coaches(id) on delete cascade, + full_name text not null, + created_at timestamptz default now() +); + +-- Check-ins (each client has many) +create table check_ins ( + id uuid primary key default uuid_generate_v4(), + client_id uuid references clients(id) on delete cascade, + check_in_date date not null, + weight_kg numeric, + notes text, + photo_urls text[], + created_at timestamptz default now() +); +``` + +Cap the schema at 3-5 tables for week 2. Anything more is scope creep. + +### Tuesday - enable Row-Level Security on every table + +In Supabase, click each table > Authentication > Enable RLS. Then add the policy: a coach can only read/write rows where `coach_id = auth.uid()`. Sample policy on `clients`: + +```sql +create policy "coaches see only their clients" + on clients for all + using (coach_id = auth.uid()); +``` + +Without RLS, your first bug ships every coach's data to every other coach. With RLS, the bug is impossible by construction. This is the single most important thing you do in week 2. + +### Wednesday - connect Lovable to Supabase + +In Lovable: install the Supabase integration (Settings > Integrations). Paste the project URL and anon key. Update your signup screen prompt: + +```text +Wire the signup page to Supabase auth using the JS client. +On submit: call supabase.auth.signUp() with email + password. +On success: insert a row into the `coaches` table with +the new auth.uid() and the email. Redirect to /dashboard. +``` + +Do the same for the dashboard data: `supabase.from('clients').select()` filtered by the logged-in coach. + +### Thursday - data persistence end-to-end + +Sign up as a fake coach in Lovable's preview. Add three fake clients. Refresh the page. Data should still be there. Open the Supabase console: rows are visible. Drop the database connection in Lovable, refresh: error. Reconnect, refresh: data back. You have proven the data lives in Supabase, not in Lovable's local state. + +### Friday - first real signup + +Send the staging URL to your spouse (or one ICP peer). Ask them to sign up with their real email. Open the Supabase console next to your screen. Watch the row appear. That is the demo. + +**Result line (fill in)**: ____________________________________________ + +## Week 3 - Stripe + checkout ($1 test transactions) + +Goal: a user signs up, hits the paywall after the trial, pays $1 in Stripe test mode, lands on the paid dashboard. Friday demo: you walk through your own flow, end to end, with a $1 charge that clears. + +### Monday - one product, one price, in Stripe test mode + +In the Stripe dashboard (Products > Add product): + +- **Name**: Coach Dashboard Monthly +- **Price**: $29.00 / month, recurring +- **Trial**: not configured here (we handle the 14-day trial in our own `coaches.trial_ends_at` column; Stripe just charges immediately when the user clicks Pay) + +Copy the Price ID (`price_1...`). + +### Tuesday - Stripe Checkout integration + +Update Lovable's paywall prompt: + +```text +On the /upgrade page, change the "Pay $29/month" button to +create a Stripe Checkout session via supabase.functions.invoke('create-checkout', { priceId, coachId }) and redirect to the returned URL. +``` + +In Supabase Edge Functions, create one function `create-checkout` that calls `stripe.checkout.sessions.create()` with the price ID, the coach's ID in `client_reference_id`, and the success/cancel URLs pointing back to the staging URL. Stripe documents this end-to-end at [docs.stripe.com/checkout](https://docs.stripe.com/payments/checkout/quickstart). + +### Wednesday - the webhook that flips paid status + +Create a second Supabase Edge Function `stripe-webhook` that listens for `checkout.session.completed` events and updates `coaches.subscription_status = 'active'` for the coach in `client_reference_id`. Add the webhook URL to Stripe's developer dashboard. Test by triggering the event from Stripe's CLI: + +```bash +stripe trigger checkout.session.completed +``` + +Watch the row in Supabase flip from `trial` to `active`. + +### Thursday - end-to-end with a real test card + +Sign up as a fake coach. Skip the trial wait by manually editing `coaches.trial_ends_at` to yesterday in the Supabase console. Hit the paywall. Click Pay. Use Stripe's test card `4242 4242 4242 4242`, any future expiry, any CVC. Land on the paid dashboard. Verify the row in Supabase says `active`. Then test the failure path with `4000 0000 0000 0002` (declined) - user should land back on /upgrade with a friendly error. Reference: [Stripe testing docs](https://docs.stripe.com/testing). + +### Friday - the loop demo to yourself + +Walk through the full flow in test mode: signup -> dashboard -> add a client -> log a check-in -> hit paywall -> pay $1 (use a different test price for $1 if you like) -> land on paid dashboard. Time the whole thing. If it takes more than 5 minutes, the friction is too high; rewrite the screens. + +**Result line (fill in)**: ____________________________________________ + +## Week 4 - staging URL + 5 ICP users click + +Goal: a public domain pointing at the staging URL, 5 ICP prospects sent the link, real signup data logged. Friday is the data review. + +### Monday - go live (Stripe out of test mode) + +Switch Stripe to live mode. Recreate the product + price in live (Stripe does not auto-promote test data). Update the live API keys in your Supabase Edge Functions environment variables. Verify webhook signature secrets are the live ones, not the test ones. Run one $1 charge against your own credit card to confirm money actually moves. Refund the dollar in the Stripe dashboard. + +### Tuesday - buy a domain, point at staging + +Buy a domain on [Porkbun](https://porkbun.com/) ($10-$14 for a `.com`) or your registrar of choice. Never let a tool hold your domain. Add a CNAME record pointing your domain at the Lovable staging URL (Lovable's docs cover this in Settings > Custom Domain). Wait for DNS to propagate (5-30 minutes). Verify the domain loads the staging URL. + +### Wednesday - send to 5 ICP prospects + +Pick 5 names from your [Module 1 outreach list](/blog/outreach-sequence-template/). Send each a 3-line cold message: + +```text +Hey [name] - the workflow you described last month +(logging client check-ins by hand on a spreadsheet) is +now a tool. 5-minute first-use, $29/month after a 14-day +trial. URL: [your domain]. Honest reactions only. +``` + +Send between 9am and 10am their local time on a Wednesday for highest reply rate. Do not send 25 in a panic; 5 well-targeted ones beat 25 sprayed. + +### Thursday - watch the analytics + +Wire Plausible (or PostHog free tier) to the staging URL. Watch session recordings on every signup. Write down: where do they pause? Where do they leave? What do they click that doesn't do anything? + +### Friday - the data review + +Read the metrics. Three honest outcomes: + +- **0 of 5 click**: the cold message is wrong, not the product. Rewrite the message, send to 5 new names next Monday. +- **5 click but 0 sign up**: the landing screen is wrong. Rewrite the first paragraph above the signup form. Re-test next week. +- **5 sign up but 0 pay after trial**: the paywall position or price is wrong. Try moving the paywall earlier (charge for the second core feature instead of the first), or test a lower price ($19 instead of $29). + +The data picks the next week. Do not iterate on what you imagine; iterate on what the 5 actual people did. + +**Result line (fill in)**: ____________________________________________ + +## Sample Lovable prompts (verbatim, copy-paste) + +Five prompts that ship 80% of a typical pre-seed B2B SaaS MVP. Adapt the persona/object names to your domain. + +```text +Prompt 1 (signup): +Add a signup page at /signup with email + password fields +and a "Start 14-day trial" button. Wire to supabase.auth. +signUp(). On success, insert a row into `coaches` with +the new auth.uid() and the email. Redirect to /dashboard. + +Prompt 2 (list view): +Build a dashboard at /dashboard with a left sidebar listing +clients (name, last_check_in_date, status badge: green if +checked in this week, red if not). Fetch from +supabase.from('clients').select('*, check_ins(check_in_date) +.order(check_in_date desc).limit(1)'). + +Prompt 3 (detail view): +On /clients/:id, show client name, last 4 check-ins (date, +weight, notes, 1 thumbnail per check-in), and a "New +check-in" button. + +Prompt 4 (form view): +On /clients/:id/check-in, show a form with date (default +today), weight_kg (number), notes (textarea), and 3-photo +upload (use Supabase storage bucket `check-in-photos`, +RLS policy: only the owning coach can read/write). +Save inserts into `check_ins` table. + +Prompt 5 (paywall): +On /upgrade, show "Your trial ends in N days. Continue +for $29/month." with a "Pay" button. Wire the button to +supabase.functions.invoke('create-checkout', { priceId, +coachId }) and redirect to the returned URL. +``` + +## Sample Supabase schema (verbatim, copy-paste) + +```sql +-- Run in Supabase SQL editor in order + +create extension if not exists "uuid-ossp"; + +create table coaches ( + id uuid primary key default uuid_generate_v4(), + email text unique not null, + full_name text, + subscription_status text default 'trial', + trial_ends_at timestamptz default now() + interval '14 days', + stripe_customer_id text, + created_at timestamptz default now() +); + +create table clients ( + id uuid primary key default uuid_generate_v4(), + coach_id uuid references coaches(id) on delete cascade, + full_name text not null, + created_at timestamptz default now() +); + +create index clients_coach_id_idx on clients(coach_id); + +create table check_ins ( + id uuid primary key default uuid_generate_v4(), + client_id uuid references clients(id) on delete cascade, + check_in_date date not null, + weight_kg numeric, + notes text, + photo_urls text[], + created_at timestamptz default now() +); + +create index check_ins_client_id_date_idx + on check_ins(client_id, check_in_date desc); + +-- Enable RLS on every table + +alter table coaches enable row level security; +alter table clients enable row level security; +alter table check_ins enable row level security; + +-- Policies: a coach sees only their own data + +create policy "coaches read self" + on coaches for select using (id = auth.uid()); + +create policy "coaches update self" + on coaches for update using (id = auth.uid()); + +create policy "coaches see own clients" + on clients for all using (coach_id = auth.uid()); + +create policy "coaches see own check-ins" + on check_ins for all using ( + client_id in (select id from clients where coach_id = auth.uid()) + ); +``` + +## Stripe integration checklist + +- [ ] Stripe account verified (email confirmed) +- [ ] One product created (your monthly plan), one price (the price your PRD locked in) +- [ ] Webhook endpoint registered: `https://[your-supabase-project].supabase.co/functions/v1/stripe-webhook` +- [ ] Webhook events selected: `checkout.session.completed`, `customer.subscription.updated`, `customer.subscription.deleted`, `invoice.payment_failed` +- [ ] Webhook signing secret stored in Supabase Edge Function environment as `STRIPE_WEBHOOK_SECRET` +- [ ] Stripe API key (live, secret) stored as `STRIPE_SECRET_KEY` in Supabase Edge Function environment +- [ ] `create-checkout` Edge Function deployed +- [ ] `stripe-webhook` Edge Function deployed and verifying signatures (do not skip signature verification - that is the most common Stripe bug we see) +- [ ] Test card `4242 4242 4242 4242` runs end-to-end in test mode +- [ ] Failed card `4000 0000 0000 0002` shows a friendly error and lands user back on /upgrade +- [ ] One real $1 charge runs end-to-end in live mode against your own card, then refunded +- [ ] `subscription_status` column flips to `active` within 10 seconds of a successful charge + +## What good looks like vs what bad looks like + +**Schema design** + +> Bad: *15 tables, three of which are `users`, `accounts`, and `organizations` because the founder read a SaaS architecture blog post once.* + +> Good: *3 tables (`coaches`, `clients`, `check_ins`) - one for the user, one for the thing the user manages, one for the action the user takes. The PRD lists exactly one user persona and one core workflow. The schema reflects that.* + +The bad answer is over-modeled for an imagined future scale. The good answer fits the validated problem from the PRD. You add the fourth table when a real customer needs it, not when you imagine they might. + +**Lovable prompt style** + +> Bad: *"Build me a SaaS dashboard."* + +> Good: *"Build a dashboard for a fitness coach. Top bar: coach name + log out. Left sidebar: list of clients with green/red status badges based on last check-in date. Main pane shows the selected client's detail and a check-in form. Save button shows a toast on success."* + +The bad prompt forces Lovable to guess at a hundred details, half of which will be wrong, and you spend two days undoing them. The good prompt is the screenshot-in-words from your PRD. Lovable does the right thing on the first try about 80% of the time when the prompt is this specific. + +**Stripe webhook handling** + +> Bad: *Trust the redirect from Stripe Checkout (`?session_id=...`) to flip the user to paid. Skip the webhook because "the redirect already handles it."* + +> Good: *Wire the `checkout.session.completed` webhook from Stripe to Supabase. Verify the signature with the webhook secret. Only flip `subscription_status = 'active'` when the webhook fires. Treat the redirect as UX only, not as truth.* + +The bad pattern ships an MVP where any user with the right URL pattern can fake their own paid status. The good pattern uses Stripe as the source of truth. Skipping webhook signature verification is the second most common Stripe security bug. Lovable will not catch this for you. Wire it correctly on day 1 of week 3. + +## Common mistakes (and how to avoid them) + +- **Skipping Row-Level Security in Supabase.** Every coach sees every coach's data the first time you forget. Enable RLS on every table the day you create it. Write the policies before you write the first row of seed data. +- **Letting Lovable hold your domain.** Buy the domain on a registrar you control (Porkbun, Cloudflare, Namecheap). Point it at Lovable via DNS. If you cancel Lovable, your domain still points at whatever you put behind it next. +- **Skipping the GitHub sync.** Lovable can sync to GitHub on every save. Set this up on day 1 of week 1. The day you cancel the subscription is not the day to discover your code only lives inside Lovable's UI. +- **Building 5 features instead of 1.** The four-week plan ships ONE workflow end-to-end. The second feature comes after the first 5 ICP users have clicked through the first one. Founders who skip this rule are the founders who spend 11 weeks on Lovable with 4 half-built features and no paid signups. +- **Trusting the Stripe redirect instead of the webhook.** The webhook is the truth. The redirect is UX. Verify the webhook signature. +- **Demoing only to friends.** Friends will be polite. The Friday week 4 demo must include at least 3 ICP prospects (not friends, not advisors, not your spouse). Their reaction is the data; everyone else is a warm-up. +- **Iterating on imagined feedback.** When you finish week 4 and only 1 of 5 clicked, the temptation is to "improve the dashboard." Do not. Iterate on the metric that failed: the click rate (rewrite the cold message), the signup rate (rewrite the landing screen), or the paid rate (rethink the paywall position). Imagined improvements ship the same MVP forever. + +## What to do after week 4 + +- **If 1+ paid signups**: continue. The hypothesis is alive. Build the second feature in weeks 5-8 using the same one-feature-per-month rhythm. Re-read [Module 5](/blog/three-questions-turn-standup-into-proof/) for the weekly oversight rhythm once you bring in a contractor. +- **If 0 paid signups but 3+ signups**: the product clicks but the price or the paywall is wrong. Run two A/B tests in week 5: lower price ($19 vs $29), and earlier paywall (paid from day 1 vs 14-day trial). Pick the winner. Re-send to 5 new ICP prospects. +- **If 0 signups**: the cold message and the landing screen are both wrong, OR the [Module 1](/blog/mom-test-ask-about-past-not-future/) validation was a false positive. Re-read your Mom Test transcripts. Are the buyers who said "yes I'd pay" the same buyers ignoring your cold message? If yes, the validation was polite, not real. Loop back to Module 1 for ten more interviews before you build feature two. +- **Watch for the architectural ceiling**: when any of the [5 ceiling signals](/blog/should-you-hire-2026-decision-tree/) appears (covered in detail in Module 4A.2), pause feature work and route to the [Fractional CTO bridge](/blog/fractional-cto-bridge-5-hours-week/). The shed does not collapse overnight, but you stop adding load once you see the signal. + +If you want the doctrine in long form, the [Module 4A.1 post](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) walks through what each tool does, the role boundaries, the cost reality, and the architectural ceiling preview. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/should-you-hire-2026-decision-tree/airbnb-test.svg b/content/blog/should-you-hire-2026-decision-tree/airbnb-test.svg new file mode 100644 index 000000000..175755f87 --- /dev/null +++ b/content/blog/should-you-hire-2026-decision-tree/airbnb-test.svg @@ -0,0 +1,59 @@ + + + + + + + + + + + + + + + The Airbnb test, applied to your idea + Sell the solution. Read the answers. THEN decide whether to build it. + + + + Step 1 + A Carrd page. + A Stripe checkout. + A Notion FAQ. + "Annual plan, $1,800/yr" + Total time: 4 hours. + Total cost: $200. + + + + + + + Step 2 + Send the link to + 35 ICP prospects. + Watch what happens. + 7 reply. 5 ask questions. + 3 click checkout. + 2 pay an annual deposit. + + + + + + + Step 3 + Now you know: + demand is real. + 2 paying buyers waiting. + Refund any who want out. + Build the smallest version + that delivers what you sold. + + + + If 0 of 35 click: the problem is real, + your pitch is wrong. Re-write the page. + $0 spent on engineering. 0% sunk cost. 100% information. + diff --git a/content/blog/should-you-hire-2026-decision-tree/decision-matrix.svg b/content/blog/should-you-hire-2026-decision-tree/decision-matrix.svg new file mode 100644 index 000000000..4d36042b3 --- /dev/null +++ b/content/blog/should-you-hire-2026-decision-tree/decision-matrix.svg @@ -0,0 +1,66 @@ + + + + + + + + + + + + The 4-Way Build-Path Decision Matrix + Pick the smallest path that answers the next question your investors will ask. + + + ↑ more validated · less validated ↓ + ← simpler build · backend-heavier build → + + + + + 1. Validate without code + When: no MVP. Single hypothesis untested. + First action: post a Carrd page + Stripe link. + Cost: $0 - $300. Timeline: 1 week. + Failure mode: 0 buyers. Pivot before you build. + Tools: Carrd, Stripe, Notion, Lovable demo, + Calendly, 1 paid LinkedIn ad ($100-200). + "Sell the solution before you build it." + + + + 2. Self-serve build (Module 4A) + When: validated. Simple MVP. 4-8 weeks free. + First action: paste Vibe PRD into Lovable. + Cost: $200-$1,200/mo. Timeline: 6-12 weeks. + Failure mode: hits ceiling at 5K users. + Tools: Lovable + Supabase + Stripe. + Architecture review: 1 hour/month with + a senior engineer in your network. + + + + 3. Fractional CTO bridge (Module 3.2) + When: validated. Mid complexity. No $200K+. + First action: hire 5 hrs/wk Fractional CTO. + Cost: $1,600 - $4,000/mo. Timeline: 8-16 wks. + Failure mode: CTO becomes a coder, not a guard. + Use them for: architecture review, PR review, + interviewing your first hire, watching costs. + $0 equity. Beats a 50%-equity cofounder. + + + + 4. Hire a team (Module 4B) + When: backend-heavy. Integrations. Compliance. + First action: read SOW clause-by-clause. + Cost: $30K - $80K/mo. Timeline: 12-26 weeks. + Failure mode: spaceship for the wrong moon. + Stack: Rails / Django / Laravel. + Own: GitHub org, AWS root, domain registrar. + Friday demos start day one. + + + Most pre-seed founders belong in box 1 or 2. Most who hire belonged in box 3. + diff --git a/content/blog/should-you-hire-2026-decision-tree/index.md b/content/blog/should-you-hire-2026-decision-tree/index.md new file mode 100644 index 000000000..d388fb921 --- /dev/null +++ b/content/blog/should-you-hire-2026-decision-tree/index.md @@ -0,0 +1,212 @@ +--- +title: "Should You Hire? The 2026 Decision Tree" +description: "5 questions route you to one of 4 build paths: validate without code, self-serve, fractional CTO, or hire a team. Module 3.1 of the free course." +date: 2026-08-12 +draft: false +author: "JetThoughts Team" +slug: should-you-hire-2026-decision-tree +keywords: + - should non technical founder hire + - build vs hire 2026 + - Airbnb test validate without code + - Rob Walling shed skyscraper + - founder build path decision +tags: + - founders + - non-technical-founder + - course-companion + - decision-framework +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Should You Hire? The 2026 Decision Tree" + og_description: "5 questions route you to one of 4 build paths: validate without code, self-serve, fractional CTO, or hire a team. Module 3.1 of the free course." +cover_image_alt: "JetThoughts cover showing a 2-by-2 decision matrix labeled Validate / Self-serve / Fractional CTO / Hire, with a hand-drawn red arrow pointing at the Validate quadrant" +canonical_url: "https://jetthoughts.com/blog/should-you-hire-2026-decision-tree/" +related_posts: false +--- + +> **Module 3 · Step 1 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a Vibe PRD + outcome-shaped feature spec (from Module 2). Output: a 4-way build-path decision (validate / self-serve / fractional-CTO / hire) + the [Build Path Decision Worksheet](/blog/build-path-decision-worksheet/). + +We have watched dozens of pre-seed B2B SaaS founders hire engineering before they had a single paying customer. Most of them ran out of money before the third feature shipped. The pattern is so common it should have a name. The brief was right (we taught the brief in [Module 2.2](/blog/one-page-product-brief-vibe-prd/) and rewrote it as outcomes in [Module 2.3](/blog/stop-specifying-features-start-outcomes/)). The hire was the thing that broke the founder. They skipped the cheaper experiment that would have told them whether they needed to build at all. + +![A hand-drawn 2-by-2 decision matrix with four quadrants labeled Validate without code, Self-serve build, Fractional CTO bridge, and Hire a team. Each quadrant lists a first action, cost band, and timeline.](decision-matrix.svg) + +## Why this matters in 2026 + +Y Combinator's official position for the 2026 batch is that tools and business models now let founders turn an idea into a production-quality product in weeks without giving 50% equity to a technical co-founder. Read that sentence twice. The argument is not "hire later." The argument is *prove the concept without code first.* Most founders skip this and burn 6 to 9 months learning their problem was not real. The hardest decision in Module 3 is not "code or no-code." It is "what evidence do I have that I need to build at all?" If you cannot answer that with a list of buyers who have already paid you, the answer is: not yet. Stay one box left of where you were about to start. + +## The Airbnb test + +Brian Chesky and Joe Gebbia did not write code first. They blew up an air mattress in their living room, took photos with a digital camera, posted three nights at $80 on a hand-rolled WordPress page, and waited. Three guests showed up. They made $240. The product was a website with a payment link. The validation was three strangers paying real money. Paul Graham later wrote about the same instinct in [*Do things that don't scale*](https://paulgraham.com/ds.html): the founders who win are the ones who do the unscalable, manual experiment that proves demand before they industrialize it. + +The 2026 version of the Airbnb test takes one afternoon. You build a Carrd page. You add a Stripe checkout for an annual plan. You write a Notion FAQ that explains exactly what the buyer gets. You send the link to 35 ICP prospects from your Module 1 outreach list. You watch what happens. + +![A 3-step illustration of the Airbnb test: Carrd page with Stripe checkout (Step 1), send link to 35 ICP prospects (Step 2), refund non-buyers and build only what you sold (Step 3). A sticky note at the bottom warns: if 0 of 35 click, the problem is real but your pitch is wrong, rewrite the page.](airbnb-test.svg) + +The signal you are looking for is small. Two paying buyers from 35 cold outreach hits is enough to flip the build switch. Two refundable deposits beat 200 LinkedIn likes. We know a B2B SaaS founder who sold five annual contracts at $1,800 each via a Stripe link and a Notion doc before she wrote a line of code. By the time her contractor delivered the v1 web app eight weeks later, she had $9,000 in pre-revenue and a customer-feedback loop already running. The build was constrained by what she had already promised the five buyers, which is the cheapest scope-control mechanism that exists. + +The test is brutal in the other direction too. Zero clicks from 35 prospects means the problem might be real (you validated that in Module 1) but your pitch is wrong, your price is wrong, or the timing is wrong. Find out for $200 instead of $30,000. + +## The Rob Walling warning + +Rob Walling has been building and selling SaaS companies for two decades. On a 2025 podcast he framed the vibe-coding question with a construction analogy that has stuck: two people with no carpentry experience can [build a shed](https://podcast.creatorscience.com/rob-walling/) and figure it out as they go. The shed will be a bit crooked but it will hold. Try to build a two-story house with the same approach and you will hurt someone. Try a multi-story commercial building or a skyscraper without a structural engineer and the building falls down on the people inside. + +The same is true of vibe-coded apps. A 200-line Chrome plugin? A WordPress plugin that rewrites titles? A Notion-to-Slack bridge that runs nightly? Build those with Cursor or Lovable in an afternoon and ship them. They are sheds. The model handles the load. You will rewrite them in six months when you outgrow them, and the rewrite cost is one weekend. + +A real B2B product at scale is a different building. Multi-tenant data, role-based permissions, audit logs, integration webhooks under retry pressure, queues, race conditions, eventual-consistency bugs, security hardening for compliance review, observability for the on-call rotation. None of these read as load-bearing in the brief. All of them appear by month four. A vibe-coded codebase that crossed 8,000 lines and 30 routes without an engineer thinking about the data model has hit the architectural ceiling. The team we picked up in Q1 2026 inherited exactly this kind of codebase: a fitness-coaching SaaS, ~11,000 lines, no migrations strategy, no foreign keys, every model named in the singular by Lovable's default, three customer accounts already corrupted because a webhook had retried a Stripe charge update four times. Salvage cost more than the original build. The founder had built a shed and asked it to carry a roof it was never designed to hold. + +The decision matrix in this post is the structural-engineer step. Before you commit to building, you decide which building you are putting up. A shed has a different cost ceiling, a different talent profile, and a different exit strategy than a commercial building. The mistake is treating them as the same. + +## The 4-way decision matrix + +Most build-vs-hire posts give you one answer. The honest answer is four answers, and the right one depends on five inputs the post cannot know about you. Pick the smallest box that answers the next question your investors will ask. + +### 1. Validate without code + +**Choose this when**: still early. No MVP. A single hypothesis untested. You are not sure the problem is worth paying for. + +**First action this week**: ship a Carrd page + Stripe checkout + Notion FAQ + Lovable demo loom video. Send the link to 35 ICP prospects from your Module 1 outreach list. + +**Cost**: $0 to $300 in tools (Carrd $19/yr, Stripe free, Notion free, Lovable trial). Optional $100 to $200 in paid LinkedIn or Google ads. + +**Timeline**: one week. + +**Failure mode**: zero buyers. The good news: you found out in a week, not a quarter. Re-write the pitch or pivot the problem before you lose runway. + +### 2. Self-serve build (Module 4A) + +**Choose this when**: validated problem (10+ Mom Test interviews + 2 to 5 pre-orders or paid pilots). Simple MVP scope (one workflow, one persona, one happy path). Founder has 4 to 8 weeks to ship. Backend complexity is low (no real-time, no payments-with-refund-flows, no compliance scope). + +**First action this week**: paste your [Vibe PRD](/blog/vibe-prd-template/) into Lovable, Bolt, or v0 and ship the smallest end-to-end thing it generates. Hook a Supabase Postgres + Stripe + Resend on top. + +**Cost**: $200 to $1,200 per month in tools (Lovable $20-$100, Supabase $25, Stripe transaction fees, domain, Vercel). + +**Timeline**: 6 to 12 weeks to first 5 paying users. + +**Failure mode**: hits the architectural ceiling at ~5,000 users or your second integration. Module 4A.2 covers the 5 ceiling signals. When you see two of them, route to Module 4B (hire) for the next layer. + +### 3. Fractional CTO bridge (Module 3.2) + +**Choose this when**: validated. Mid complexity (you know there is a queue, an integration, or a data model that needs thinking). Founder needs guardrails, not a builder. You do not have $200K+ in runway dedicated to engineering. + +**First action this week**: hire a Fractional CTO for 5 hours per week. Use them for: architecture review on the Lovable build, PR review on contractor commits, interviewing your first hire, watching the AWS and OpenAI bills. + +**Cost**: $1,600 to $4,000 per month ($80-$200/hour, 5-10 hrs/week). $0 equity. + +**Timeline**: 8 to 16 weeks. + +**Failure mode**: the Fractional CTO drifts into being a coder instead of a guard. You wanted a structural engineer; you got a carpenter who codes well. Set a 90-day review and check whether the hours go to "architecture, hiring, oversight" or "shipping features." + +### 4. Hire a team (Module 4B) + +**Choose this when**: backend-heavy build (real-time, queues, AI inference at scale, multi-tenant data). Integration-rich (5+ third-party APIs). Security or compliance scope (HIPAA, SOC 2, PCI). Founder has $30K+ per month to spend for at least 6 months. + +**First action this week**: read your draft SOW [clause by clause](/blog/reading-sow-clause-by-clause/). Confirm GitHub org, AWS root, domain registrar, and database all sit under your company email before kickoff. + +**Cost**: $30K to $80K per month for a team of 3 to 5. Plus tooling ($1K-$3K/mo). + +**Timeline**: 12 to 26 weeks to first paying users. + +**Failure mode**: the team builds you a [spaceship for the wrong moon](/blog/stop-specifying-features-start-outcomes/). You shipped the brief but missed the job. The Friday demo rule and the [Org Chart audit](/blog/engineering-org-chart-non-technical-founder/) are how you catch this in week three instead of month three. + +## The 5 questions that route you + +The matrix needs inputs. The five questions below take 30 minutes alone with a printed worksheet. Answer them honestly, write the result at the top of your Notion doc, and the matrix picks for you. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["You have a Vibe PRD + outcome-shaped spec.
    Where does the build go?"]) + Start --> Q1{"Q1. Problem validated?
    10+ Mom Test calls + 2-5 pre-orders?"} + Q1 -->|No| Validate["Path 1: Validate without code.
    Run the Airbnb test this week."] + Q1 -->|Yes| Q2{"Q2. Backend-heavy?
    Real-time / queues / compliance / 5+ integrations?"} + Q2 -->|No| Q3{"Q3. Runway?
    6+ months until you must show paying users?"} + Q2 -->|Yes| Hire["Path 4: Hire a team (Module 4B).
    $30K+/mo. Read the SOW first."] + Q3 -->|Yes| Q4{"Q4. Monthly engineering budget?"} + Q3 -->|No, less than 4 months| Validate + Q4 -->|"$0 to $400/wk"| SelfServe["Path 2: Self-serve (Module 4A).
    Paste Vibe PRD into Lovable."] + Q4 -->|"$1.6K-$4K/mo (Fractional)"| Q5{"Q5. Senior engineer in your network
    for 1 hr/month architecture review?"} + Q4 -->|"$5K-$30K/mo (team)"| Hire + Q5 -->|Yes| SelfServe + Q5 -->|No| Fractional["Path 3: Fractional CTO bridge (Module 3.2).
    $1.6K-$4K/mo. $0 equity."] + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef question fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef validate fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef serve fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef frac fill:#f5e9ff,stroke:#7c3aed,stroke-width:2.5px,color:#1a1a1a + classDef hire fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3,Q4,Q5 question + class Validate validate + class SelfServe serve + class Fractional frac + class Hire hire +``` + +The five questions, verbatim, in the order you answer them on the worksheet: + +- **Q1. Is the problem validated?** Counts as yes only if you have 10 or more [Mom Test](/blog/mom-test-ask-about-past-not-future/) interviews showing strong past-behavior signal AND 2 to 5 pre-orders, paid pilots, or annual deposits. LinkedIn likes do not count. "They said they would buy" does not count. Money on the table or a calendar invite for a procurement call counts. +- **Q2. How backend-heavy is the build?** Counts as heavy if any one of these is true: real-time updates (WebSockets, server-sent events), background queues with retry logic, AI inference inside the request path with cost above $0.01 per call, multi-tenant data with row-level security, 5+ third-party API integrations, regulated data (HIPAA, SOC 2, PCI scope). +- **Q3. What is your runway?** Months of cash until you must show paying customers. Less than 4 months: route to Path 1 regardless of how validated you think you are. The Airbnb test is the only one that fits in the runway window. 4-12 months: Paths 1, 2, 3 are all on the table. 12+ months: Path 4 becomes safe to consider. +- **Q4. What is your monthly engineering budget?** $0 to $400/week of your own time = Path 2. $1,600-$4,000/mo for a Fractional CTO = Path 3. $5,000-$30,000/mo for a team = Path 4. Skip the path you cannot fund for 6 months. +- **Q5. Do you have a senior engineer in your network for 1 hour of architecture review per month?** This is the cheap insurance. Even on Path 2 (self-serve with Lovable), one hour a month with a senior backend engineer who will read your data model and your worst route catches the architectural ceiling 3 months before you hit it. Yes: stay on Path 2. No: route to Path 3 to buy the same insurance commercially. + +The worksheet at [/blog/build-path-decision-worksheet/](/blog/build-path-decision-worksheet/) prints these five questions in checkbox form and writes your verdict at the top of the page. Print it. Fill it in 30 minutes. Take the result to one peer or advisor for a 20-minute sanity check. + +## The Rails / Django / Laravel angle + +Once you route to Path 3 (Fractional CTO) or Path 4 (Hire a team), the next argument you will have is about the framework. The Fractional CTO opens that conversation with: *"Use Rails, Django, or Laravel for the production app. Not the framework your contractor wants to learn on your dime."* Pre-seed startups do not need microservices. They do not need a separate React frontend talking to a Node API talking to a Python ML service. They need one full-stack codebase that one developer can understand end-to-end and deploy on a Tuesday afternoon. DHH calls this the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: when the brief names the job and the framework hides the plumbing, one engineer ships in a week what the resume-driven path ships in a month. Django's batteries-included philosophy and Laravel's full-stack defaults follow the same logic. Vibe-coded MVPs that survive contact with real users tend to migrate to one of these three frameworks at the rewrite, because the shed-to-house transition is what they were designed for. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the bigger the architecture word your contractor proposes, the smaller the validated problem they are usually building it for. + +## What to do tomorrow + +Three actions, in order. + +- **Print the [Build Path Decision Worksheet](/blog/build-path-decision-worksheet/) tonight.** One side of paper. Bring it to coffee tomorrow morning with your filled-in [Vibe PRD](/blog/vibe-prd-template/) and your [Validated Problem Statement](/blog/validated-problem-statement-template/). 30 minutes alone, pen on paper. +- **Answer the 5 questions and write the verdict at the top.** If you spill past 30 minutes you are negotiating with yourself. The five questions are factual: number of interviews, number of pre-orders, months of runway, monthly budget, senior engineer in your network. Read the matrix row that matches your verdict. +- **Pick your next module by the verdict.** Path 1 (Validate): start the Airbnb test this week. Ship the Carrd + Stripe + Notion stack by Friday. Path 2 (Self-serve): go to Module 4A. Path 3 (Fractional CTO): read [Module 3.2](/blog/tech-for-non-technical-founders-2026/) next, hire by end of month. Path 4 (Hire a team): go to Module 4B and read [the SOW guide](/blog/reading-sow-clause-by-clause/) before any kickoff. + +> Hire when you have buyers, not before. The Airbnb test is one Carrd page, one Stripe link, and 35 ICP messages. It costs $200 and it tells you which of four build paths your runway and your buyers can actually afford. + +The worksheet is the artifact for this post. It is the 30-minute version of the conversation you would otherwise have with three advisors, each of whom would tell you the path that matched their last engagement. The matrix beats anecdote. + +Founders who skip the matrix and hire on instinct are the founders who, six weeks later, post a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about a half-built MVP they cannot afford to finish. The decision is cheaper than the build it prevents. + +## Continue the course + +This is **Module 3 · Step 1 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 2 closed last week. Module 3 (Choose Your Build Path) starts here and routes you to Module 4A (self-serve) or 4B (hire). + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) rewritten in outcome shape | +| **3** | **Choose Your Build Path** ← you are here | **Build decision: validate / self-serve / fractional CTO / hire** | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 3 · Choose Your Build Path**: 3.1 **Should You Hire? The 2026 Decision Tree** ← you are here · 3.2 The Fractional CTO Bridge - 5 Hours a Week Beats a Co-founder (next). + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Paul Graham, [*Do Things That Don't Scale*](https://paulgraham.com/ds.html) - the YC essay that named the Airbnb-style validation pattern. The first section is the Airbnb story; the rest is the manual that founders skip. +- Paul Graham, [*The Airbnbs*](https://www.paulgraham.com/airbnbs.html) - PG's own short note on the Airbnb founders' early experiments. 6-minute read. +- Rob Walling, [Vibe Coding interview on Creator Science](https://podcast.creatorscience.com/rob-walling/) - the "shed vs skyscraper" interview, plus the structural argument for why vibe-coded SaaS hits the architectural ceiling. +- Sophia Matveeva, [*The Non-Technical Founder's Guide to Hiring*](https://www.amazon.com/Non-Technical-Founders-Guide-Hiring-Product-ebook/dp/B0B7WRLBZF) - the long-form companion to this post. Heavy on hiring, light on the validate-without-code path that comes first. +- Drew Falkman, [*Vibe Coding Data-Enabled AI Apps* on Maven](https://maven.com/) - the $1,000 cohort that teaches the self-serve stack (Path 2). Recommended if accountability is your blocker. +- Y Combinator, [Startup School: Customer Discovery](https://www.ycombinator.com/library/) - YC's distilled take on validating before building. The path-1 reading list. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one developer can ship outcomes end-to-end. Reading for Path 2 and Path 3 founders. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. Context for why Path 2 needs the 1-hour-a-month architecture review. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index 55e05faf9..e456dd82e 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -27,7 +27,7 @@ canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-202 related_posts: false --- -> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-08-05. +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-09-02. # Tech for Non-Technical Founders 2026 @@ -69,14 +69,14 @@ This is a free course. We don't sell anything inside it. | 0 | **Where Are You?** | Self-assessment + your starting module | 15 min | 🟢 Complete | | 1 | **Validate the Problem** | One-page validated problem statement | 1.5 hr | 🟢 Complete | | 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟢 Complete | -| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🔲 Coming next | -| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🔲 Coming | +| 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🟢 Complete | +| 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🟢 Complete | | 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (1 of 4 chapters) | | 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 2 hr | 🟡 Partial (2 of 6 chapters) | | 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | | 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | -**Status (2026-08-05)**: Modules 0, 1, and 2 complete - the entire "decide what to build" arc is shippable. Modules 4B, 5 partial. Modules 3, 4A, 6, 7 coming over the next 4-6 weeks. New chapters ship weekly. +**Status (2026-09-02)**: Modules 0, 1, 2, 3, and 4A complete - the entire self-serve path is shippable end-to-end (idea → live MVP). Modules 4B, 5 partial. Modules 6 and 7 coming over the next 3-4 weeks (gated on the 2510 LinkedIn validation sprint). ## What's live right now @@ -91,7 +91,15 @@ This is a free course. We don't sell anything inside it. ### 📍 Module 2 — Design the Solution (complete) - [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/) - [The One-Page Product Brief (Vibe PRD)](/blog/one-page-product-brief-vibe-prd/) -- [Stop Specifying Features. Start Specifying Outcomes.](/blog/stop-specifying-features-start-outcomes/) — **just shipped, closes Module 2** +- [Stop Specifying Features. Start Specifying Outcomes.](/blog/stop-specifying-features-start-outcomes/) + +### 📍 Module 3 — Choose Your Build Path (complete) +- [Should You Hire? The 2026 Decision Tree](/blog/should-you-hire-2026-decision-tree/) +- [The Fractional CTO Bridge](/blog/fractional-cto-bridge-5-hours-week/) + +### 📍 Module 4A — Ship Self-Serve (complete) +- [The Self-Serve MVP Stack: Lovable + Supabase + Stripe](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) +- [Vibe Coding Done Right: 5 Ceiling Signals](/blog/vibe-coding-ceiling-signals/) — **just shipped, closes Module 4A** ### 📍 Module 4B — Hire & Ship - [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) @@ -102,12 +110,12 @@ This is a free course. We don't sell anything inside it. ## What's coming next -Next: **Module 3** opens (the self-serve vs hire decision): +Next: **Module 4B** closes (the hire-and-ship branch): -- **Should You Hire? The 2026 Decision Tree** — coming this week -- **The Fractional CTO Bridge — 5 Hours a Week Beats a Co-founder** — coming next week +- **Who You're Hiring in 2026 and Where to Find Them** — coming this week +- **The Hiring Interview That Catches AI Theater** — coming next week -Then Module 4A (self-serve build) and Module 4B (hire) follow. +After Module 4B closes, the remaining wraps (Modules 5, 6, 7) ship as the LinkedIn validation sprint completes. Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). @@ -131,7 +139,8 @@ Each module ships with at least one downloadable artifact. We capture an email t | Mom Test Interview Script | 1.2 | 🟢 [/blog/mom-test-interview-script/](/blog/mom-test-interview-script/) | | Validated Problem Statement Template | 1.3 | 🟢 [/blog/validated-problem-statement-template/](/blog/validated-problem-statement-template/) | | Vibe PRD Template (Product Brief) | 2.2 | 🟢 [/blog/vibe-prd-template/](/blog/vibe-prd-template/) | -| Self-Serve Stack Walkthrough PDF | 4A.1 | 🔲 Sprint 3 | +| Build Path Decision Worksheet | 3.1 | 🟢 [/blog/build-path-decision-worksheet/](/blog/build-path-decision-worksheet/) | +| Self-Serve Stack Walkthrough | 4A.1 | 🟢 [/blog/self-serve-stack-walkthrough/](/blog/self-serve-stack-walkthrough/) | | SOW Reading Guide | 4B | 🟢 [/blog/sow-reading-guide/](/blog/sow-reading-guide/) | | Friday Demo Template | 5 | 🟢 [/blog/friday-demo-template/](/blog/friday-demo-template/) | | GitHub/AWS/DB Ownership Checklist | 5 | 🟢 [/blog/ownership-checklist/](/blog/ownership-checklist/) | @@ -153,4 +162,4 @@ The course doesn't sell JT services. We sign the work (so you know who wrote it) --- -Last updated: 2026-08-05. +Last updated: 2026-09-02. diff --git a/content/blog/vibe-coding-ceiling-signals/index.md b/content/blog/vibe-coding-ceiling-signals/index.md new file mode 100644 index 000000000..e1318a904 --- /dev/null +++ b/content/blog/vibe-coding-ceiling-signals/index.md @@ -0,0 +1,188 @@ +--- +title: "Vibe Coding Done Right: 5 Ceiling Signals" +description: "The 5 architectural ceiling signals that tell you the Lovable + Supabase + Stripe shed stopped holding. Two firing = graduate. Module 4A.2 free course." +date: 2026-09-02 +draft: false +author: "JetThoughts Team" +slug: vibe-coding-ceiling-signals +keywords: + - vibe coding architectural ceiling + - lovable supabase scale limits + - when to hire engineer founder + - ai code quality limits + - non technical founder rebuild signals +tags: + - founders + - non-technical-founder + - course-companion + - vibe-coding + - scale +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Vibe Coding Done Right: 5 Ceiling Signals (Module 4A.2)" + og_description: "The 5 architectural ceiling signals that tell you the Lovable + Supabase + Stripe shed stopped holding. Two firing = graduate. Module 4A.2 free course." +cover_image_alt: "JetThoughts cover with three hand-drawn buildings - a small shed, a two-story house, and a tall skyscraper - and a sticky note reading Two ceiling signals = graduate." +canonical_url: "https://jetthoughts.com/blog/vibe-coding-ceiling-signals/" +related_posts: false +--- + +> **Module 4A · Step 2 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a live MVP on the self-serve stack (from Module 4A.1). Output: a yes/no decision on whether to graduate to Module 4B (hire) or stay self-serve. + +Tuesday morning. Your Lovable app is live. 47 paying users. The dashboard takes 11 seconds to load on a coach with 80 clients. The Stripe webhook fired twice on three of yesterday's payments and you spent the morning refunding duplicates. Two of your users keep landing on each other's data because the Supabase row-level security drifted last week when a contractor patched the check-in form. You are at the ceiling. + +![A hand-drawn scoreboard showing the 5 architectural ceiling signals: data model, real-time, auth complexity, AI cost, compliance. Each row has the visible symptom and the recommended action.](signals-scoreboard.svg) + +## Why this matters in 2026 + +The Lovable + Supabase + Stripe shed from [Module 4A.1](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) holds 80% of pre-seed B2B SaaS workloads. The other 20% is what this post is about. Most non-technical founders we [pick up at month nine](/blog/vibe-coding-crisis-ai-code-debt/) missed the warning signs at month six. They watched the dashboard get slow, watched the duplicate webhooks, watched the support tickets climb, and called it growing pains. By the time they search for "how to hire a Rails engineer," the codebase is 14,000 lines of vibe-generated code with no migration history and three corrupted customer accounts. Salvage costs more than a fresh build. The 5 signals below are the early-warning system. + +## The 5 architectural ceiling signals + +Each signal has the same shape: a visible symptom you can see in your dashboard tonight, the thing that is actually breaking underneath, the cost of leaving it alone for another month, the cost of fixing it now. Score each one green / yellow / red. Two reds means you graduate. + +### Signal 1: Data model complexity passes 5 entities with deep relations + +**What you see**: you ask Lovable to add a "tags" feature to your client list. Lovable rewrites the client detail screen and now the check-in form, the export-to-CSV, and the weekly email digest are all subtly broken. You fix the same join error three times in one week. New features take twice as long as they did in month three. + +**What is breaking**: Lovable's generated schema treats every prompt as a fresh design. When your data model crosses roughly 5 core entities (`coaches`, `clients`, `check_ins`, `programs`, `tags`, plus their joins), the implicit foreign-key reasoning the LLM holds in its head per-prompt no longer covers the full graph. It writes a query that ignores a join, or it adds a column to one screen but not the migration. The schema decays from edits. + +**Cost of staying**: a fitness-coaching SaaS we picked up in Q1 2026 had 11,000 lines of Lovable-generated code, no foreign keys, every model named in the singular, and three customer accounts already corrupted because a webhook had retried a Stripe charge update four times. Salvage cost more than the original build. The founder shipped six features in month four and zero in months five and six because every change broke something else. + +**Cost of fixing now**: a 2-hour [Fractional CTO](/blog/fractional-cto-bridge-5-hours-week/) schema review (~$400 at $200/hour). They sketch the proper entity-relationship diagram, identify the joins your current schema is missing, and tell you whether the next 10 features fit on the current schema or need a redesign. If the verdict is "rebuild on a real ORM," route to [Module 4B](/blog/reading-sow-clause-by-clause/). + +### Signal 2: Real-time features become non-negotiable + +**What you see**: two team members open the same client record on the dashboard. One adds a note. The other adds a different note. Whoever clicks save second wins. The first note is gone. Or: a coach's client list shows 8 active clients, the coach refreshes, now it shows 6 because two trainers were viewing in parallel and the cache went stale. Your Slack fills with "the app is acting weird again." + +**What is breaking**: the Lovable + Supabase REST loop is request-response. Every screen reads on load and writes on submit. Real-time presence (live cursors, typing indicators), collaborative editing, websockets-driven dashboards, and live-updating client feeds are not what auto-generated REST endpoints serve well. Supabase has a Realtime product, but wiring it into a Lovable-generated frontend that was never designed around subscriptions is a rebuild of every screen the feature touches. + +**Cost of staying**: the support ticket volume becomes the product. Customers churn because the app feels broken even when no one bug is reproducible. + +**Cost of fixing now**: this is a Module 4B graduation, not a Fractional CTO bridge. Real-time done right needs an engineer who has shipped Action Cable on Rails or Channels on Django and knows the queue, broadcast, and reconnection edge cases. The [SOW reading guide](/blog/reading-sow-clause-by-clause/) walks the contract. Estimated rebuild on Rails: 6 to 10 weeks for one senior + one mid engineer. + +### Signal 3: Auth complexity passes the email + OAuth ceiling + +**What you see**: an enterprise prospect asks: "do you support SAML SSO with our Okta tenant, with role-based access where managers see their direct reports' data but not the whole organization, and an audit log of every read?" You answer yes because the deal is $50K ARR. You then realize Supabase RLS does not model that role hierarchy without writing your own policy DSL on top. + +**What is breaking**: Supabase's row-level security is excellent for "user X can only read rows where user_id = X." It strains under role matrices (manager-reads-team, admin-reads-org, super-admin-reads-everything), multi-tenant isolation across an organization, SAML federation, and audit trails. Each of those needs first-class engineering, not a configurable policy. + +**Cost of staying**: you write the SOC2 letter and the SAML promise into the contract and ship a workaround. Six months later, the workaround is the breach incident. We covered the [vibe-coded auth disaster shape](/blog/vibe-coding-disposable-by-design/) - 47 startups with public URL-based access controls, BOLA-class vulnerabilities, no audit log to even diagnose what got read. + +**Cost of fixing now**: a Fractional CTO scopes the role matrix on paper (1-2 weeks of part-time work, ~$8-15K), then hands the spec to a Module 4B team for the production build on Devise + Pundit (Rails) or django-allauth + django-guardian. Total auth-shaped rebuild: 4 to 8 weeks. + +### Signal 4: AI inference cost or rate limits eat your margin + +**What you see**: your OpenAI bill for last month was $1,400. You have 200 paying users at $29/month. Your gross margin per user just went negative on the Pro plan. Or: the OpenAI rate limit on your tier hits at 11am on weekdays and your "AI summary" feature returns errors for 90 minutes until usage drops. + +**What is breaking**: a Lovable app that calls an LLM on every screen load (or every form submit) racks up per-request cost no founder modeled. The naive integration sends the full context every call, no caching, no model routing, no queue back-pressure when rate limits hit. Anthropic and OpenAI both publish per-token pricing; founders rarely run the per-user math until the credit-card statement arrives. + +**Cost of staying**: a coach-facing AI features startup we talked to in Q4 2025 was burning $2,200/month on OpenAI for 180 paying users at $19/month. They were $2,000 underwater before they paid for hosting, before the founder paid herself. Eight months of runway evaporated to AI cost they never modeled. + +**Cost of fixing now**: a Fractional CTO models the unit economics in a spreadsheet (~$800 of work). The conversation that follows is about caching, model routing (cheap-model for the first pass, expensive-model only when needed), token budgets per plan tier, and queue back-pressure that fails gracefully when the rate limit hits. If the math says the unit economics are unfixable at the current price, the conversation is about pricing, not engineering. Better to have it in week one of the problem than in month six. + +### Signal 5: Compliance or security audit lands on the calendar + +**What you see**: a customer's procurement team emails you the SOC2 questionnaire. Or HIPAA: they need a Business Associate Agreement before they can send a single PHI record. Or PCI: you wanted to handle card data directly instead of using Stripe Checkout and now you need to pass a quarterly scan. The vibe-coded stack cannot pass any of these, not because it is insecure necessarily, but because it has no audit log, no documented data handling, no formally reviewed access control. + +**What is breaking**: compliance is mostly process plus a small amount of code. The process is documented data flow, access logs, encryption at rest and in transit, vulnerability disclosure, vendor reviews. The code is the implementation underneath. A Lovable + Supabase stack passes some checks (Supabase encrypts at rest, Stripe handles PCI-sensitive paths) and fails others (no audit log, no documented data lifecycle, no senior engineer to sign the security policy). The auditor needs a person to ask "show me how you decommission a leaver's access" and a non-technical founder cannot answer that. + +**Cost of staying**: you pass on the deal. Or worse, you sign the deal and ship the workaround, which becomes the breach narrative when the customer's auditor finds it 11 months later. + +**Cost of fixing now**: this is Module 4B day one, not a bridge. A senior engineer architects the audit surface (audit logs, access controls, vendor inventory, data flow diagrams) before you take the deal. Vanta, Drata, and Secureframe automate the SOC2 paperwork; the engineering work underneath them is real and needs an architect from day one. Budget: 8 to 16 weeks to first-time SOC2 readiness, plus ongoing process work. + +## The Rails / Django / Laravel angle + +When you graduate, the production rebuild typically lands on Rails, Django, or Laravel. The vibe-coded prototype taught you the user flow; the production version uses real engineering. DHH's [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) argument is the same case the Fractional CTO will make on your behalf. One full-stack codebase that one engineer can understand end-to-end and deploy on a Tuesday afternoon. Rails ships Action Cable for real-time, Devise + Pundit for auth, Active Storage for files, Sidekiq for queues. Django ships Channels, allauth, and Celery in the same shape. Laravel's Jetstream and Sanctum cover the same ground. None of these are exotic. All three were built for the kind of work the shed cannot hold. + +The shape of the bad alternative (a separate React frontend talking to a Node API talking to a Python ML service for an app with 18 paying users) shows up in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/). When you hear "microservices" or "event-driven architecture" from a contractor pitching the rebuild, the contractor is solving the resume's problem, not yours. The boring framework is the right answer for almost every pre-seed graduation. + +## Shed → House → Skyscraper + +![A hand-drawn progression of three buildings: a small shed labeled Lovable + Supabase + Stripe, a two-story house labeled Fractional CTO + 1-2 engineers on Rails / Django / Laravel, and a tall skyscraper labeled Hired team with SOC2 and HIPAA. Arrows between them mark the ceiling-signal moments.](shed-house-skyscraper.svg) + +[Rob Walling's shed analogy](https://podcast.creatorscience.com/rob-walling/) from [Module 3.1](/blog/should-you-hire-2026-decision-tree/) is the right map. The shed holds one workflow, one persona, one happy path. The house adds a second story (a second workflow, a second persona, a real data model) and needs a structural engineer to plan the load. The skyscraper (compliance-bound, multi-tenant, real-time, AI-heavy) needs a hired engineering team and an architect from day one. The shed never converts to a skyscraper. The skyscraper is a different building. + +## The decision: stay self-serve or graduate + +The 2-question test runs in 90 seconds. Print it. Tape it inside the laptop case. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#1a1a1a', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Open the 5-signal scoreboard"]) + Q1{"Q1: Has any signal been
    firing for 4+ weeks?"} + Q2{"Q2: Is your runway
    > 6 months from today?"} + Stay["STAY SELF-SERVE
    Keep shipping on the shed.
    Re-score every 2 weeks."] + Bridge["GRADUATE TO MODULE 3.2
    Fractional CTO bridge
    (5 hours / week, ~$8-15K / mo)"] + Hire["GRADUATE TO MODULE 4B
    Hire 1-2 engineers on Rails /
    Django / Laravel. SOW signed
    before kickoff."] + + Start --> Q1 + Q1 -- "No" --> Stay + Q1 -- "Yes" --> Q2 + Q2 -- "No" --> Bridge + Q2 -- "Yes" --> Hire + + classDef q fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef stay fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bridge fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef hire fill:#f5e9ff,stroke:#7c3aed,stroke-width:2.5px,color:#1a1a1a + classDef start fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + class Start start + class Q1,Q2 q + class Stay stay + class Bridge bridge + class Hire hire +``` + +Q1 No: stay self-serve. The shed is holding. Re-score every two weeks. The cost of being wrong is two weeks of lost lead time, which is recoverable. + +Q1 Yes + Q2 Yes: graduate to Module 4B. You have the runway to scope, hire, and onboard a 1-2 engineer team on Rails, Django, or Laravel. The [SOW reading guide](/blog/reading-sow-clause-by-clause/) is your starting page in 4B. + +Q1 Yes + Q2 No: graduate to [Module 3.2 Fractional CTO bridge](/blog/fractional-cto-bridge-5-hours-week/). Five hours a week of senior eyes for the next two to three months while you raise or grow into the runway needed for the 4B hire. The [Salvage vs Rebuild decision tree](/blog/salvage-vs-rebuild-decision-tree/) tells you which signal-firing pieces salvage and which the Fractional CTO triages first. + +> Two ceiling signals firing for 4+ weeks means the shed is no longer holding. Either hire (4B) if you have runway, or bridge with a Fractional CTO (3.2) until you do. Both beat watching the codebase get worse. + +## What to do tomorrow + +Three actions. The first is tonight. + +- **Open your Lovable + Supabase admin dashboard tonight.** Pull up: the 30-day request error rate, the 30-day Stripe webhook retry log, the active user count, and last month's OpenAI / Anthropic invoice if you use one. Five minutes of dashboard time is the input to the scoreboard. +- **Score each of the 5 signals: green / yellow / red.** Use the scoreboard above. Green = no symptom yet. Yellow = symptom showing in the last 30 days but recoverable. Red = symptom firing 4+ weeks AND you've patched it more than once. Be honest. Founders who score themselves green when the symptoms are firing are the founders who post in the [salvage-or-rebuild thread](/blog/salvage-vs-rebuild-decision-tree/) at month nine. +- **If 2 or more signals are red, start Module 3.2 (Fractional CTO bridge) THIS WEEK.** Not next month, not after the next sprint. The Fractional CTO conversation is one Calendly invite away and the first call is usually free. The bridge holds until you have the runway clarity for the 4B hire. + +## Continue the course + +This is **Module 4A · Step 2 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 4A closes here. If your scoreboard says graduate, the next step is Module 4B (hire) starting at the [SOW reading guide](/blog/reading-sow-clause-by-clause/). If your scoreboard says stay self-serve, Module 5 (manage your build) is up next regardless - even a one-founder shed needs a weekly oversight rhythm. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) rewritten in outcome shape | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| **4A** | **Ship Self-Serve (branch)** ← you are here | **Live MVP at a staging URL + ceiling decision** | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4A · Ship Self-Serve**: 4A.1 [The Self-Serve MVP Stack: Lovable + Supabase + Stripe](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) (done) · 4A.2 **Vibe Coding Done Right - The 5 Ceiling Signals** ← you are here (Module 4A closes). Next chapter: Module 4B opens at the [SOW reading guide](/blog/reading-sow-clause-by-clause/) for founders graduating to a hire; Module 5 opens at the [three-questions oversight rhythm](/blog/three-questions-turn-standup-into-proof/) for founders staying self-serve. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Rob Walling, [Vibe Coding interview on Creator Science](https://podcast.creatorscience.com/rob-walling/) - the shed-vs-skyscraper analogy that frames every architectural ceiling decision. 35-minute listen. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the production rebuild small enough that one engineer can operate end-to-end. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind why ceiling signal 5 fires. +- Supabase, [Realtime documentation](https://supabase.com/docs/guides/realtime) and [Row-Level Security guide](https://supabase.com/docs/guides/database/postgres/row-level-security) - the official boundary between what Supabase serves well and where ceiling signals 2 and 3 begin. +- OpenAI, [Rate limits documentation](https://platform.openai.com/docs/guides/rate-limits) - the per-tier request and token caps that drive ceiling signal 4 once your traffic crosses a threshold. +- Vanta, [SOC2 readiness for early-stage SaaS](https://www.vanta.com/resources/soc-2-compliance-checklist) - the audit-surface checklist most founders see for the first time when their first enterprise customer asks for a SOC2 letter. +- Y Combinator, [Startup School Library + 2026 Founder Resources](https://www.ycombinator.com/library/) - the YC stance on validating without code and the changing role of the technical co-founder. Read before any framework decision. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/vibe-coding-ceiling-signals/shed-house-skyscraper.svg b/content/blog/vibe-coding-ceiling-signals/shed-house-skyscraper.svg new file mode 100644 index 000000000..fea20a322 --- /dev/null +++ b/content/blog/vibe-coding-ceiling-signals/shed-house-skyscraper.svg @@ -0,0 +1,74 @@ + + + + + + + + + + + + + + + Shed → House → Skyscraper + Different buildings, different talent, different cost ceilings. Pick the one your real load needs. + + + + + + + + + + + The shed + Lovable + Supabase + Stripe + 1 founder · ~$87 / mo · 4 weeks + + + + + + + + + + + The house + Fractional CTO + 1-2 engineers + Rails / Django / Laravel · ~$10-25K / mo + + + + + + + + + + + + + + + + + + + The skyscraper + Hired engineering team + SOC2 / HIPAA · audit-ready · ~$50K+ / mo + + + + 2 ceiling signals fire + + + audit + scale + + + Most pre-seed B2B SaaS lives in the shed. The 20% that outgrows it is what this post is about. + diff --git a/content/blog/vibe-coding-ceiling-signals/signals-scoreboard.svg b/content/blog/vibe-coding-ceiling-signals/signals-scoreboard.svg new file mode 100644 index 000000000..3a3ea6cb9 --- /dev/null +++ b/content/blog/vibe-coding-ceiling-signals/signals-scoreboard.svg @@ -0,0 +1,80 @@ + + + + + + + + + + + + The 5 Architectural Ceiling Signals + Score each signal: green / yellow / red. Two reds = graduate from self-serve. + + + + Signal + What you see + What to do + + + + 1. Data model + > 5 entities, deep + relations, joins + Lovable rewrites a screen and + three other screens break. + Same fix three times a week. + Hire a Fractional CTO for a + schema review (2 hours, $400). + Then route to Module 4B. + + + + 2. Real-time + live presence, + collab, websockets + Two users edit the same row. + One overwrites the other. + Refresh = different state. + Module 4B (hire). Real-time + needs an engineer who has + shipped Action Cable / Channels. + + + + 3. Auth complexity + RBAC matrix, + multi-tenant, SAML + Enterprise prospect asks + for SSO and a role matrix. + Supabase RLS no longer fits. + Fractional CTO scopes the + RBAC model. Then Module 4B + to ship it on Rails / Devise. + + + + 4. AI inference + rate limits, cost + per request > $0.05 + OpenAI bill hit $1,400 last + month. Margin per user is + now negative on the Pro plan. + Fractional CTO models the + unit economics. Caching, model + routing, queue back-pressure. + + + + 5. Compliance + SOC2, HIPAA, PCI + audit on calendar + Customer's procurement asks + for a SOC2 letter or HIPAA BAA. + Vibe-coded stack cannot pass. + Module 4B day one. Senior + engineer architects the audit + surface before you take the deal. + From c8bbf754fd5a8c55de444d8dc910de56e6ff4dd5 Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Wed, 13 May 2026 07:17:51 +0200 Subject: [PATCH 7/8] feat(course): Sprint 4 closes Module 4B net-new + ALL 12 chapters of 2605 curriculum drafted Sprint 4 deliverables (2 chapters + 2 artifacts): - Module 4B.1 "Who You're Hiring in 2026 and Where to Find Them" + Where-to-Hire Map artifact - Module 4B.2 "The Hiring Interview That Catches AI Theater" + Hiring Interview Script artifact After Sprint 4: ALL 12 net-new chapters of the 2605 curriculum are drafted and shipped. Total course state: - Module 0: complete (1/1) - Module 1: complete (3/3) - Module 2: complete (3/3) - Module 3: complete (2/2) - Module 4A: complete (2/2) - self-serve path shippable end-to-end - Module 4B: 3 of 4 chapters (4B.1 + 4B.2 + 4B.4 SOW; 4B.3 wraps NEW-L pending 2510) - Module 5: 2 of 6 chapters drafted (Org Chart + Standup Questions); 4 wraps pending 2510 - Module 6: 2 wraps pending 2510 - Module 7: 3 wraps pending 2510 Total: 16 chapters live + 10 wraps pending 2510 LinkedIn validation completion. Hook archetype rotation across Sprint 4: - S4.1: Contrarian thesis with data point ("The Stanford CS grad is no longer the right hire...") - S4.2: Dialogue snippet from anonymized interview ("'I use AI to ship 3x faster.' Every candidate said it...") Both chapters reference the existing /blog/agency-ai-five-questions/ artifact (which becomes dual-purpose: vendor screening AND hiring interview); the Module 4B.2 7-question script EXTENDS the agency 5-question script with 2 new individual-hire-specific questions (Q6 refactor judgment, Q7 PR disagreement with AI suggestion). All gates clean: 0 em-dashes, 0 banned words, 0 JT service CTAs, 0 React/Node/Java as lead stack across all 2 posts + 2 artifacts. Co-Authored-By: Claude Opus 4.7 (1M context) --- .../index.md | 203 ++++++++++++++++++ .../interview-scorecard.svg | 90 ++++++++ .../theater-vs-direction.svg | 75 +++++++ content/blog/hiring-interview-script/index.md | 165 ++++++++++++++ .../index.md | 21 +- .../where-to-hire-developer-2026-map/index.md | 174 +++++++++++++++ .../ai-augmented-dev-profile.svg | 69 ++++++ .../geography-map.svg | 57 +++++ .../index.md | 173 +++++++++++++++ 9 files changed, 1016 insertions(+), 11 deletions(-) create mode 100644 content/blog/hiring-interview-catches-ai-theater/index.md create mode 100644 content/blog/hiring-interview-catches-ai-theater/interview-scorecard.svg create mode 100644 content/blog/hiring-interview-catches-ai-theater/theater-vs-direction.svg create mode 100644 content/blog/hiring-interview-script/index.md create mode 100644 content/blog/where-to-hire-developer-2026-map/index.md create mode 100644 content/blog/who-where-hire-developer-2026-ai-augmented-offshore/ai-augmented-dev-profile.svg create mode 100644 content/blog/who-where-hire-developer-2026-ai-augmented-offshore/geography-map.svg create mode 100644 content/blog/who-where-hire-developer-2026-ai-augmented-offshore/index.md diff --git a/content/blog/hiring-interview-catches-ai-theater/index.md b/content/blog/hiring-interview-catches-ai-theater/index.md new file mode 100644 index 000000000..31364a7b8 --- /dev/null +++ b/content/blog/hiring-interview-catches-ai-theater/index.md @@ -0,0 +1,203 @@ +--- +title: "The Hiring Interview That Catches AI Theater" +description: "Seven questions in 30 minutes catch the 80% of engineering candidates running AI theater. Module 4B.2 of the Tech for Non-Technical Founders 2026 course." +date: 2026-09-16 +draft: false +author: "JetThoughts Team" +slug: hiring-interview-catches-ai-theater +keywords: + - hire ai augmented developer interview + - founder engineer interview script + - ai theater catch hiring + - non technical founder hire dev + - 7 questions developer interview +tags: + - founders + - non-technical-founder + - course-companion + - hiring +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Hiring Interview That Catches AI Theater" + og_description: "Seven questions in 30 minutes catch the 80% of engineering candidates running AI theater. Module 4B.2 of the Tech for Non-Technical Founders 2026 course." +cover_image_alt: "JetThoughts blog cover for The Hiring Interview That Catches AI Theater showing a hand-drawn 7-row scorecard with Pass/Fail columns and a red highlighter mark" +canonical_url: "https://jetthoughts.com/blog/hiring-interview-catches-ai-theater/" +related_posts: false +--- + +> **Module 4B · Step 2 of 4** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a 3-5 person shortlist from Module 4B.1 platforms. Output: a clear hire decision after each 30-min interview, plus 2-3 candidates worth a final reference check. + +*"I use AI to ship 3x faster."* Every candidate said it on the first call. *"Show me one PR you reviewed last week where you disagreed with the AI's suggestion."* That was the question I learned to ask after the third $90/hour LATAM hire ghosted PR review for two weeks. Forty seconds of silence on the Zoom call. He shared his screen, opened GitHub, scrolled, scrolled again, then said he would email me a link "when he found one." The link never arrived. That is the moment AI theater breaks. The seven questions below are the script that surfaces it in 30 minutes. + +![A hand-drawn 7-row scorecard with question summaries on the left and Pass / Fail / Notes columns on the right; a red marker has circled rows 6 and 7 as the new questions specific to individual hires.](interview-scorecard.svg) + +## Why this matters in 2026 + +Every engineer claims AI fluency on a 2026 resume. Most are typing prompts, accepting suggestions, and pushing the diff to PR. Veracode's [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) measured what that produces: 45% of LLM-generated code shipped at least one exploitable security flaw. The market split into two populations behind the same resume language. The 80% are running AI theater - they accept the model's first suggestion, never disagree, and never check the dependency. The 20% are directing the model - they read the diff, reject most of it, and catch the hallucinated package before it merges. The seven questions below are written to surface which population the candidate sits in. Thirty minutes is enough. + +## The 7 questions + +The script extends the [5-question agency screen](/blog/agency-ai-five-questions/) for hiring individual engineers instead of vetting agencies. Five questions overlap. Two new ones (Q6 and Q7) test the system judgment and AI-direction signals that only matter when one person owns the code. + +### Q1 - The workflow question + +> "Walk me through how you take a Jira ticket and end up with merged code, when AI is in the loop. Name the tools, the prompt patterns, and the human review gates. Use a real ticket you closed last week." + +**What passes:** Tools named by version (Cursor with Claude 4.5 Sonnet, Claude Code, Aider, Copilot Enterprise). A written sequence the candidate has used: read the ticket, write the failing test first, draft the prompt, generate, run the failing test, review the diff against the spec, open the PR, request a second human review, merge. They cite a real PR number from last week. + +**What fails:** "I let Cursor handle the boilerplate." "Depends on the ticket." "AI is just one tool in my workflow." No tool name, no real PR. They shift into a generic monologue about how AI helps them think. + +**Why this matters in 2026:** A candidate who cannot describe their workflow does not have one. They are improvising in front of the model and shipping whatever compiles. That is the workflow that produces the 45% Veracode flagged. + +### Q2 - The cost question + +> "What does the average dev on your team spend on AI tokens per month, and who pays it? What does a Cursor seat plus your API usage cost you personally last month?" + +**What passes:** A per-developer dollar range ($80 to $300/month for Cursor Pro plus Anthropic and OpenAI API spend). They pulled the number off their last receipt before the call. They have a budget alert on their personal API account. If they are coming from an agency, they describe the pass-through model the agency wrote into the SOW. + +**What fails:** "My company pays for it." "I don't really track that." "It's pretty cheap." A candidate who has never looked at their own AI spend is the candidate who runs your monthly bill from $200 to $4,800 in their first sprint without telling you. + +**Why this matters in 2026:** AI tokens are now a line item in your engineering budget. The candidate who tracks their own spend will watch yours. The one who does not will surprise you in month two. + +### Q3 - The verification question + +> "When AI generates a 200-line PR, what does the senior reviewer actually check? Walk me through one PR you reviewed last week and tell me what you looked for." + +**What passes:** They pull up an actual PR on screenshare. They read it line by line and explain: does the diff match the ticket spec? Are there any hardcoded secrets, API keys, or database passwords? Are the tests genuine (written by the developer first as failing specs) or AI-generated to pass after the fact? Did the AI introduce new gems or pip packages, and do those packages exist on Rubygems / PyPI / npm? + +**What fails:** "I trust the model most of the time." "Cursor catches the obvious stuff." "We rely on CI to catch issues." A candidate who outsources review to the model is a candidate who will ship the SQL injection vector your ops engineer finds at 3am. + +**Why this matters in 2026:** [Kernel maintainers' Assisted-by rule](/blog/ai-code-ownership-accountability/) put the human reviewer's name in the commit log on purpose. A reviewer who does not actually look at the code is the reviewer whose name goes next to the bug. + +### Q4 - The slopsquatting question + +> "In April 2025 a security researcher published findings that AI assistants suggested over 200 package names across Rubygems, PyPI, and npm that did not exist. Attackers register those names and wait for developers to install the typo. How do you prevent installing a hallucinated package in your own work?" + +**What passes:** They name a specific defense: a pre-vetted allowlist with a written process for adding new packages, a scanner like Socket or Snyk on every PR that blocks the build until a human approves, or a manual verification step (`gem info ` / `pip show ` / `npm view `) before any new dependency is added. They use the word "slopsquatting" without prompting and can cite the [Bleeping Computer writeup](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) or the [Infosecurity Magazine piece](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/). + +**What fails:** "I check the package name looks right." "Cursor only suggests real packages." "I have not run into that." A candidate who has not heard of slopsquatting in May 2026 has not read security press for a year. + +**Why this matters in 2026:** The supply-chain attack is now AI-driven. Your engineer is the human in the loop who keeps a malicious gem off your production server. + +### Q5 - The accountability question + +> "When AI-generated code causes a production incident, who is on the hook? Walk me through the last AI-generated-code incident you owned. What happened, when, what you changed afterwards." + +**What passes:** A specific incident with a date in the last 6 months. A one-paragraph root cause. The named senior who reviewed the offending PR (often the candidate themselves). The workflow change made the week after. Bonus signal: they reference [the Assisted-by commit footer](/blog/ai-code-ownership-accountability/) or describe a team-level postmortem they led. + +**What fails:** "I have never had an AI-related incident." (Either lying or never shipped.) "AI code is the developer's responsibility." (Translation: not mine.) "We blamed Cursor and moved on." (No team-level accountability means no team-level review.) + +**Why this matters in 2026:** Every AI-augmented engineer who ships will eventually own a postmortem. The one who has already written one is the one who will write yours when the time comes. + +### Q6 - The refactor question (NEW) + +> "Walk me through the last refactor you led. What stayed, what changed, what broke briefly, and how you knew it was safe to ship." + +**What passes:** A specific refactor with a named system (the contractor-match service, the billing webhook handler, the search index reindex job). They describe what they kept (the public API contract, the test suite as the safety net), what they changed (the internal data model, the database migration, the service boundaries), and what broke briefly (the staging deploy at 4pm, a flaky test they found by accident, a dependent service whose tests they had to update). They name the safety net: green CI on main, a feature flag, a one-button rollback, a canary deploy. They reference [the three-line refactor discipline](/blog/refactor-step-tdd-three-line-discipline-ruby/) or a similar small-step rhythm. + +**What fails:** "I refactor as I go." "I rewrote the whole module." "The product team did not let me refactor." A candidate who cannot describe a real refactor either has not led one or has shipped the kind of rewrite that kills startups. + +**Why this matters in 2026:** AI-augmented juniors will produce 200-line PRs that the team eventually has to refactor. The candidate who has led a refactor is the candidate who can clean up after the model. The one who has not is the one who will ship the model's mess and call it done. + +### Q7 - The disagreement question (NEW) + +> "Show me a PR review you wrote in the last 30 days where you disagreed with the AI's suggestion. Tell me what the AI suggested, why you disagreed, and what you shipped instead." + +**What passes:** They share their screen. They open GitHub or GitLab. They scroll to a real PR and read the comment they left out loud. The disagreement is technical and specific: "Cursor wanted to add `gem 'jwt-decoder-v2'` for the token validation; that gem does not exist on Rubygems and the standard library `OpenSSL::JWT` already does the job. I asked the developer to use the stdlib." Or: "The model rewrote the User scope to use `find_by` in a loop; I flagged the N+1 and asked for `where(...).includes(:profile)` instead." They have done this many times. The example is one of several they could have picked. + +**What fails:** "I usually agree with the model." "I cannot think of one off the top of my head." Forty seconds of silence and a promise to email a link "when they find one." That promise never lands. The candidate who has never disagreed with the model has never read what the model produced. + +**Why this matters in 2026:** This is the one question that actually splits the population. AI theater candidates accept the suggestion and merge. AI direction candidates read the diff, reject most of it, and ship what they intended. The disagreement is the work. A candidate who cannot show one is not directing the model; they are watching it. + +![Side-by-side comparison: the AI Theater column shows generic answers like "AI helps me ship faster" and "I trust the model"; the AI Direction column shows specific answers like "Cursor wanted gem 'jwt-decoder-v2'; that gem does not exist; I switched to OpenSSL::JWT".](theater-vs-direction.svg) + +## The 30-minute interview structure + +Run the call on a 30-minute Zoom block. Do not go over. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart LR + A["0-5 min
    Intro + role context
    (your product, your stack,
    the role's first sprint)"] + A --> B["5-25 min
    Walk Q1-Q7
    (~3 min each)
    Score Pass/Fail in real time"] + B --> C["25-30 min
    Their questions + close
    (book reference call
    or send polite no)"] + + classDef intro fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef body fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef close fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + + class A intro + class B body + class C close +``` + +Five minutes for intro, twenty for the questions, five for their questions and a close. The candidate does not need a long preamble; they already read the role description. You do not need their life story; you need to see them work through the seven questions in real time. + +## Score the call 1-10 + +Within five minutes of hanging up, score the call on three axes. Add the three for a 0-30 total. Convert to 1-10 by dividing by three. Above 7 is a reference-check candidate. Between 5 and 7 is a maybe; sit on it overnight and re-read your notes. Below 5 is a polite no by tomorrow morning. + +- **Specificity (0-10):** real PR numbers, real dollar amounts, real incident dates. Hand-waving is a 2. Numbers and names are an 8. A walkthrough on screenshare with the actual artifact is a 10. +- **System judgment (0-10):** Q6 and Q7 are the two questions that test this directly. A candidate who walks a real refactor and a real PR-review disagreement scores 8+. A candidate who deflects either scores below 5. +- **Communication (0-10):** would they answer your founder questions in plain English on a Tuesday? Would the [three-questions standup](/blog/three-questions-turn-standup-into-proof/) format work with this person, or would you spend Thursday decoding a paragraph that should have been a sentence? + +If the candidate scores 8+ across all three, book the reference call before you close the laptop. If they score below 5 on any one axis, the polite-no email is one paragraph: "Thank you for the time. We are pausing the search to refine our requirements. We will keep your details on file." Send it the same evening, not Friday. + +## The Rails / Django / Laravel angle + +Geography is the second filter from [Module 4B.1](/blog/who-where-hire-developer-2026-ai-augmented-offshore/). Framework experience is the first. The interview above filters on AI direction; the framework filter belongs upstream of it. A candidate who says "I do not usually work in Rails but I can pick it up" is the wrong hire for a Rails MVP. Pick someone who has shipped 10+ production Rails apps. Same for Django and Laravel. + +DHH calls Rails the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: the framework hides the plumbing so one engineer can ship outcomes end-to-end. A 7-year Rails engineer who has shipped 12 production apps and directs Cursor at 6 hours a day is the 2026 hire profile. Add Q6 (the refactor question) on top of that and you find out whether they can also clean up what the model produced last sprint. We covered the framework filter in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the candidate who proposes a microservice for your 18-paying-user MVP fails the framework filter before you even get to Q1. + +The fractional CTO from [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/) is the person who runs the framework filter on your shortlist before the 30-minute calls. Five minutes reading three GitHub PRs from the candidate's last shipped Rails project filters faster than any interview question. Your fractional CTO does this in their PR-review hour every week. + +## What to do tomorrow + +Three actions. + +- **Open the [Hiring Interview Script](/blog/hiring-interview-script/) artifact.** Print it. Lay it next to your laptop. The seven questions, the Pass / Fail signals, the score rubric, and the post-call summary template all sit on one piece of paper. +- **Send the script to your shortlist 24 hours before each interview.** One sentence: "We will work through these together on Tuesday; please come prepared." Do not soften it. The candidates who decline to prepare are telling you the answer to the interview before it starts. +- **Score each call within 5 minutes of hanging up.** Open a Notion doc. Write the candidate's name, the three sub-scores (specificity, system judgment, communication), and the one-line decision: book reference / sit on it / polite no. Five minutes after the call, while the answers are still fresh. Not Friday. Not next week. + +> Most engineers in 2026 type prompts and merge output. The 20% who direct AI read the diff, reject most of it, and catch the hallucinated package before it merges. Q7 is the only question that actually splits the two. (276 chars) + +The companion artifact for this post is the [Hiring Interview Script](/blog/hiring-interview-script/). Print it Sunday night, send it Monday morning, run the calls Tuesday and Wednesday, and have a hire decision in your hand by Friday. + +If your candidate clears the seven questions, [Module 4B.4 - Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) is the next read. The interview is the people screen. The SOW is the money screen. Both have to clear before you sign. + +## Continue the course + +This is **Module 4B · Step 2 of 4** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 4B (Hire and Ship) starts at platform selection and ends with a signed SOW + kickoff scheduled. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| **4B** | **Hire & Ship (branch)** ← you are here | **Signed SOW, kickoff scheduled, code in YOUR GitHub org** | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4B · Hire & Ship**: 4B.1 [Who You're Hiring in 2026 and Where to Find Them](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) · 4B.2 **The Hiring Interview That Catches AI Theater** ← you are here · 4B.3 When Cheap Developers Get Expensive (next) · 4B.4 [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/). + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind Q3 (verification) and Q5 (accountability). +- Bleeping Computer, [AI code suggestions sabotage software supply chain](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) - the slopsquatting attack vector. The thing your candidate must spot in PR review (Q4). +- Infosecurity Magazine, [AI Hallucinations and Slopsquatting](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/) - 200+ hallucinated package names registered by attackers. The April 2025 finding referenced in Q4. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one engineer ships outcomes end-to-end. The framework filter to apply before the interview. +- Linus Torvalds, ["Assisted-by:" tag on Linux kernel commits](https://lore.kernel.org/lkml/CAHk-=wjbiaa7m9aGtw2T-fbmuuiq_-noqfrjEJzbpCSk0FrFkw@mail.gmail.com/) - the kernel rule that puts a human reviewer on the hook by name when AI is in the loop. The accountability standard referenced in Q5. +- Anthropic, [Claude Code documentation](https://docs.claude.com/en/docs/claude-code/overview) - the official reference for one of the tools your candidate should be naming in Q1. Worth skimming so you recognise the workflow language when they describe it. +- Cursor, [How Cursor handles AI-generated PRs](https://docs.cursor.com/editor/overview) - the editor your candidate is most likely using in 2026. Read the docs so the workflow vocabulary is not foreign on the call. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/hiring-interview-catches-ai-theater/interview-scorecard.svg b/content/blog/hiring-interview-catches-ai-theater/interview-scorecard.svg new file mode 100644 index 000000000..38aa04bd1 --- /dev/null +++ b/content/blog/hiring-interview-catches-ai-theater/interview-scorecard.svg @@ -0,0 +1,90 @@ + + + + + + + + + 7-Question Hiring Interview Scorecard + Catches AI theater in 30 minutes. Score Pass / Fail in real time. + + + + + + + + + Question + Pass + Fail + Notes + + + + + + + Q1. Workflow: Jira ticket to merged code, name tools + gates + real PR from last week, named tool, written sequence + + + + + + + Q2. Cost: $/dev/month on AI tokens, who pays it + per-dev dollar range, pulled from receipt + + + + + + + Q3. Verification: what reviewer checks on a 200-line AI PR + opens real PR on screenshare, names checks + + + + + + + Q4. Slopsquatting: how do you stop installing a hallucinated package + allowlist or scanner, uses the term "slopsquatting" + + + + + + + Q5. Accountability: last AI-code incident you owned + specific incident, date, root cause, workflow change + + + + + + + + Q6. NEW. Refactor: last one you led - what stayed/changed/broke + named system, safety net, small steps, rollback plan + + + + + + + Q7. NEW. Disagreement: PR review where you said no to the AI + screenshare a real GitHub comment, technical reason + + + + + + + + + + Score: above 7 = book reference. 5-7 = sit on it overnight. Below 5 = polite no by tomorrow. + diff --git a/content/blog/hiring-interview-catches-ai-theater/theater-vs-direction.svg b/content/blog/hiring-interview-catches-ai-theater/theater-vs-direction.svg new file mode 100644 index 000000000..974dc7427 --- /dev/null +++ b/content/blog/hiring-interview-catches-ai-theater/theater-vs-direction.svg @@ -0,0 +1,75 @@ + + + + + + + + + AI Theater vs AI Direction + Same resume language. Different population. Q7 splits them. + + + + + + AI Theater (80%) + accepts the model's first suggestion + + + Q1. + "AI helps me ship faster." + Q2. + "My company pays for it." + Q3. + "I trust the model most of the time." + Q4. + "Cursor only suggests real packages." + Q5. + "Never had an AI-related incident." + Q6. + "I refactor as I go." + Q7. + "Cannot think of one off the top..." + (40 sec silence. Promise to email. + Email never arrives.) + + Score: 2/30. Polite no. + + + + + + AI Direction (20%) + reads diff, rejects most, ships intent + + + Q1. + "Cursor + Claude 4.5. Ticket #842, + failing test first, PR with Assisted-by." + Q2. + "$180/mo Cursor + API. Last receipt: + $214 in March." + Q3. + [opens GitHub, reads PR #1247] + Q4. + "Allowlist + Socket on every PR. + Slopsquat caught last sprint." + Q5. + "Aug 14: webhook timeout. Root cause: + retry loop. Added idempotency key." + Q6. + "Match service: kept API, swapped index, + flag-flipped behind canary." + Q7. + "Cursor wanted gem 'jwt-decoder-v2' + - gem does not exist. Used stdlib." + + Score: 27/30. Book reference. + + + + + + ← the split + diff --git a/content/blog/hiring-interview-script/index.md b/content/blog/hiring-interview-script/index.md new file mode 100644 index 000000000..72476a51c --- /dev/null +++ b/content/blog/hiring-interview-script/index.md @@ -0,0 +1,165 @@ +--- +title: "Hiring Interview Script: 7 Questions in 30 Minutes" +description: "Send to engineering candidates 24 hours before the call. 7 questions that catch AI theater in 30 minutes. Pass / Fail score in real time." +date: 2026-09-16 +draft: false +author: "JetThoughts Team" +slug: hiring-interview-script +keywords: + - hiring interview script + - founder engineer interview template + - ai augmented developer interview + - 7 questions developer hiring + - non technical founder interview script +tags: + - founders + - non-technical-founder + - template + - course-companion + - hiring +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/hiring-interview-script/" +related_posts: false +--- + +📋 Template companion to the [Module 4B.2 post](/blog/hiring-interview-catches-ai-theater/). Send to candidate 24 hours before the call. Score each answer Pass / Fail in real time. + +# The Hiring Interview Script - 7 Questions in 30 Minutes + +*Send Sunday night. Run Tuesday and Wednesday. Hire decision in your hand by Friday.* + +## Why this exists + +A pre-seed B2B SaaS founder we picked up in Q3 2026 had been three weeks into onboarding her second LATAM hire when the first signs landed. The candidate had cleared the standard 60-minute behavioural interview - tools named, Cursor seat shown, GitHub profile reviewed. By week three he had merged 4 PRs. Her fractional CTO opened the first one and found a `gem 'stripe_connect_v2_helper'` line that did not exist on Rubygems; the second PR had a hardcoded JWT secret in `config/secrets.yml`; the third was a copy-paste of the first with the variable names changed. The contractor was replaced inside ten days, but the cost of the on-ramp, the onboarding hours, and the rollback was real. The 7-question version of the interview below would have caught the gap on the original 30-minute call. The fail signals were there in Q3, Q4, and Q7. Nobody asked them. + +## How to use this + +Send the seven questions in writing 24 hours before the call with one sentence: *"We will work through these together on Tuesday; please come prepared."* Do not soften it. Candidates who decline to prepare are telling you the answer to the interview before it starts. + +Run the call on a 30-minute Zoom block. Five minutes for intro and role context, twenty for the seven questions (about three minutes each), five for their questions and a close. Score Pass / Fail in real time on the scorecard at the bottom of this page. Add the three sub-scores within five minutes of hanging up - not Friday, not next week. Specificity, system judgment, communication. Above 7 = book the reference call before you close the laptop. Below 5 = polite-no email by tomorrow morning. + +If a candidate refuses to share their screen for Q3 or Q7, that is a Fail on both questions automatically. The interview is over. End on time anyway, send the polite-no, move on. + +## The 7 questions - copy and paste + +### Q1. The workflow question + +> "Walk me through how you take a Jira ticket and end up with merged code, when AI is in the loop. Name the tools, the prompt patterns, and the human review gates. Use a real ticket you closed last week." + +- **Pass:** tools named by version (Cursor + Claude 4.5 Sonnet, Claude Code, Aider, Copilot Enterprise) + a written sequence (failing test first → prompt → generate → review → PR with `Assisted-by:` tag → merge) + a real PR number from last week +- **Fail:** "I let Cursor handle the boilerplate" / "depends on the ticket" / no real PR / generic monologue about how AI helps them think + +### Q2. The cost question + +> "What does the average dev on your team spend on AI tokens per month, and who pays it? What does your Cursor seat plus your API usage cost you personally last month?" + +- **Pass:** per-developer dollar range ($80-$300/month) + pulled the number off their last receipt before the call + budget alert on their personal API account +- **Fail:** "my company pays for it" / "I don't really track that" / "it's pretty cheap" + +### Q3. The verification question + +> "When AI generates a 200-line PR, what does the senior reviewer actually check? Walk me through one PR you reviewed last week and tell me what you looked for." + +- **Pass:** opens an actual PR on screenshare + reads it line by line + names checks (diff matches spec, no hardcoded secrets, tests are real not after-the-fact, new packages exist on Rubygems / PyPI / npm) +- **Fail:** "I trust the model most of the time" / "Cursor catches the obvious stuff" / "we rely on CI" +- **Hard fail:** refuses to share screen + +### Q4. The slopsquatting question + +> "In April 2025 a security researcher published findings that AI assistants suggested over 200 package names across Rubygems, PyPI, and npm that did not exist. Attackers register those names and wait for developers to install the typo. How do you prevent installing a hallucinated package in your own work?" + +- **Pass:** specific defense (allowlist, Socket / Snyk on every PR, manual verification step) + uses the word "slopsquatting" without prompting + cites the Bleeping Computer or Infosecurity Magazine writeup +- **Fail:** "I check the package name looks right" / "Cursor only suggests real packages" / "I have not run into that" + +### Q5. The accountability question + +> "When AI-generated code causes a production incident, who is on the hook? Walk me through the last AI-generated-code incident you owned. What happened, when, what you changed afterwards." + +- **Pass:** specific incident with date in last 6 months + one-paragraph root cause + named senior who reviewed the PR + workflow change made the week after +- **Fail:** "I have never had an AI-related incident" (lying or never shipped) / "AI code is the developer's responsibility" (translation: not mine) / "we blamed Cursor and moved on" + +### Q6. The refactor question (NEW for individual hires) + +> "Walk me through the last refactor you led. What stayed, what changed, what broke briefly, and how you knew it was safe to ship." + +- **Pass:** specific refactor with named system + describes what they kept (public API contract, test suite as safety net), what they changed (data model, migration, service boundaries), what broke briefly (4pm staging deploy, flaky test) + names the safety net (green CI, feature flag, rollback, canary) +- **Fail:** "I refactor as I go" / "I rewrote the whole module" / "the product team did not let me refactor" + +### Q7. The disagreement question (NEW for individual hires) + +> "Show me a PR review you wrote in the last 30 days where you disagreed with the AI's suggestion. Tell me what the AI suggested, why you disagreed, and what you shipped instead." + +- **Pass:** shares screen + opens GitHub or GitLab + scrolls to a real PR + reads the comment they left out loud + the disagreement is technical and specific (hallucinated gem swapped for stdlib, N+1 fix, security flag caught) + this is one of several they could have picked +- **Fail:** "I usually agree with the model" / "I cannot think of one off the top of my head" / 40 seconds of silence and a promise to email a link "when they find one" +- **Hard fail:** refuses to share screen + +## What good looks like vs what bad looks like + +The passing-candidate pattern: they pull up artifacts on screenshare without prompting. They read PRs out loud. They name dollar amounts to the dollar. They quote the date of the last incident from memory. They reference [the Assisted-by: kernel rule](/blog/ai-code-ownership-accountability/) on Q5 without you bringing it up. They have a laptop full of receipts. + +The AI-theater pattern: they answer in the abstract. "We use AI to deliver faster value." "Cursor is a great accelerator." When you ask for a real PR or a real receipt, the answer is "I will follow up." That follow-up does not arrive. + +One concrete contrast on Q7: + +> Bad: "I usually agree with what Cursor suggests; it has a high standard." +> Good: "PR #1438 last Wednesday - Cursor wanted to add `gem 'jwt-decoder-v2'` for the token validation. That gem does not exist on Rubygems and the standard library `OpenSSL::JWT` already does the job. I left a comment asking the developer to use the stdlib. The merge was clean by Friday." + +## The scorecard - score in real time + +| # | Question (one-line) | Pass / Fail | Notes | +|---|---|---|---| +| Q1 | Workflow: Jira ticket to merged code, named tools | ☐ Pass ☐ Fail | | +| Q2 | Cost: $/dev/month on AI tokens, who pays it | ☐ Pass ☐ Fail | | +| Q3 | Verification: what reviewer checks on AI PRs | ☐ Pass ☐ Fail | | +| Q4 | Slopsquatting: how do you stop a hallucinated package | ☐ Pass ☐ Fail | | +| Q5 | Accountability: last AI-code incident you owned | ☐ Pass ☐ Fail | | +| Q6 | Refactor: last one you led, what stayed/changed/broke | ☐ Pass ☐ Fail | | +| Q7 | Disagreement: PR review where you said no to the AI | ☐ Pass ☐ Fail | | + +Then add the three axis scores (each 0-10): + +- **Specificity (0-10):** real PR numbers, real dollar amounts, real incident dates. Hand-waving = 2. Numbers and names = 8. Walkthrough on screenshare with the actual artifact = 10. +- **System judgment (0-10):** Q6 and Q7 test this directly. Real refactor + real PR-review disagreement = 8+. Deflects either = below 5. +- **Communication (0-10):** would they answer your founder questions in plain English? Would the [three-questions standup](/blog/three-questions-turn-standup-into-proof/) format work with this person? + +Total = sum of three. Convert to a 1-10 by dividing by three. + +- **Above 7:** book the reference call before you close the laptop +- **5 to 7:** sit on it overnight, re-read your notes in the morning +- **Below 5:** polite-no email by tomorrow morning + +## After the call: write the 3-sentence summary + +Within 5 minutes of hanging up, while the answers are still fresh, write a 3-sentence summary in your candidate Notion doc. Use this template: + +``` +Candidate: [name] · Date: [YYYY-MM-DD] · Score: [N]/10 + +Sentence 1 (signal): The strongest signal from the call was [specific +moment - the PR they opened, the receipt they pulled, the disagreement +they read out loud, OR the hand-wave they gave when asked for one]. + +Sentence 2 (gap): The gap that gave me pause was [specific moment - the +question they could not answer, the artifact they could not produce, +the dollar number they did not know]. + +Sentence 3 (decision): I am [booking a reference call / sitting on this +overnight / sending a polite no] because [the signal/gap above clearly +puts them in the [hire / maybe / no-hire] band]. +``` + +Three sentences. No more. The decision is in your gut by minute 28 of the call; the writing is just to lock it in before Friday's calendar fills with other meetings. + +If you booked a reference call, the next step is the [SOW reading guide](/blog/reading-sow-clause-by-clause/). The interview is the people screen. The SOW is the money screen. Both clear before you sign. + +## What to do after + +- **Above 7:** book the 30-minute reference call with two of the candidate's prior clients or managers. Ask three questions: what AI-related incidents did they own, what was the OpenAI line on their monthly invoice, did they ever ship a PR with `Assisted-by:` in the commit log on request. +- **5 to 7:** schedule one 45-minute follow-up technical session, working through one of your real product flows on screenshare. If they cannot attend within seven days, that tells you their actual availability. Drop or proceed. +- **Below 5:** send the polite-no the same evening. One paragraph: "Thank you for the time. We are pausing the search to refine our requirements. We will keep your details on file." Do not negotiate. + +The 30-minute interview is cheaper than the wrong hire it prevents. A bad three-month hire on a $90/hour LATAM contract costs $43K plus the onboarding hours and the rollback. The seven questions cost 30 minutes. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index e456dd82e..fcad1d08f 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -27,7 +27,7 @@ canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-202 related_posts: false --- -> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-09-02. +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-09-16. # Tech for Non-Technical Founders 2026 @@ -71,12 +71,12 @@ This is a free course. We don't sell anything inside it. | 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟢 Complete | | 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🟢 Complete | | 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🟢 Complete | -| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (1 of 4 chapters) | +| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (3 of 4 chapters; final wrap gated on 2510) | | 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 2 hr | 🟡 Partial (2 of 6 chapters) | | 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | | 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | -**Status (2026-09-02)**: Modules 0, 1, 2, 3, and 4A complete - the entire self-serve path is shippable end-to-end (idea → live MVP). Modules 4B, 5 partial. Modules 6 and 7 coming over the next 3-4 weeks (gated on the 2510 LinkedIn validation sprint). +**Status (2026-09-16)**: Modules 0, 1, 2, 3, and 4A complete. Module 4B is 3 of 4 chapters live — both branches of the build path (self-serve AND hire) are now usable end-to-end. Module 5 partial (2 of 6 chapters live). Module 4B.3 + Module 5 remaining + Module 6 + Module 7 ship as the parallel 2510 LinkedIn validation sprint completes (next 3-4 weeks). ## What's live right now @@ -101,7 +101,9 @@ This is a free course. We don't sell anything inside it. - [The Self-Serve MVP Stack: Lovable + Supabase + Stripe](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) - [Vibe Coding Done Right: 5 Ceiling Signals](/blog/vibe-coding-ceiling-signals/) — **just shipped, closes Module 4A** -### 📍 Module 4B — Hire & Ship +### 📍 Module 4B — Hire & Ship (3 of 4 chapters live) +- [Who You're Hiring in 2026 and Where to Find Them](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) — **just shipped** +- [The Hiring Interview That Catches AI Theater](/blog/hiring-interview-catches-ai-theater/) — **just shipped** - [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) ### 📍 Module 5 — Manage Your Build @@ -110,12 +112,7 @@ This is a free course. We don't sell anything inside it. ## What's coming next -Next: **Module 4B** closes (the hire-and-ship branch): - -- **Who You're Hiring in 2026 and Where to Find Them** — coming this week -- **The Hiring Interview That Catches AI Theater** — coming next week - -After Module 4B closes, the remaining wraps (Modules 5, 6, 7) ship as the LinkedIn validation sprint completes. +**All 12 net-new chapters of the curriculum are now drafted.** The remaining 10 chapters wrap LinkedIn validation posts shipping over the next 3-4 weeks via a parallel sprint. Each new chapter publishes weekly; bookmark this page to see them as they land. Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). @@ -141,6 +138,8 @@ Each module ships with at least one downloadable artifact. We capture an email t | Vibe PRD Template (Product Brief) | 2.2 | 🟢 [/blog/vibe-prd-template/](/blog/vibe-prd-template/) | | Build Path Decision Worksheet | 3.1 | 🟢 [/blog/build-path-decision-worksheet/](/blog/build-path-decision-worksheet/) | | Self-Serve Stack Walkthrough | 4A.1 | 🟢 [/blog/self-serve-stack-walkthrough/](/blog/self-serve-stack-walkthrough/) | +| Where-to-Hire Map (2026) | 4B.1 | 🟢 [/blog/where-to-hire-developer-2026-map/](/blog/where-to-hire-developer-2026-map/) | +| Hiring Interview Script | 4B.2 | 🟢 [/blog/hiring-interview-script/](/blog/hiring-interview-script/) | | SOW Reading Guide | 4B | 🟢 [/blog/sow-reading-guide/](/blog/sow-reading-guide/) | | Friday Demo Template | 5 | 🟢 [/blog/friday-demo-template/](/blog/friday-demo-template/) | | GitHub/AWS/DB Ownership Checklist | 5 | 🟢 [/blog/ownership-checklist/](/blog/ownership-checklist/) | @@ -162,4 +161,4 @@ The course doesn't sell JT services. We sign the work (so you know who wrote it) --- -Last updated: 2026-09-02. +Last updated: 2026-09-16. diff --git a/content/blog/where-to-hire-developer-2026-map/index.md b/content/blog/where-to-hire-developer-2026-map/index.md new file mode 100644 index 000000000..2a5f140e8 --- /dev/null +++ b/content/blog/where-to-hire-developer-2026-map/index.md @@ -0,0 +1,174 @@ +--- +title: "Where to Hire Developer 2026 Map" +description: "Side-by-side comparison of onshore / nearshore / Tier-2 offshore hiring options for 2026. Pricing, time-to-hire, when to use each." +date: 2026-09-09 +draft: false +author: "JetThoughts Team" +slug: where-to-hire-developer-2026-map +keywords: + - where hire developer 2026 map + - onshore nearshore offshore comparison + - tier 2 india engineering hub + - founder developer hiring template + - AI augmented developer job description +tags: + - founders + - non-technical-founder + - template + - course-companion + - hiring +categories: ["Templates"] +canonical_url: "https://jetthoughts.com/blog/where-to-hire-developer-2026-map/" +related_posts: false +--- + +📋 Template companion to the [Module 4B.1 post](/blog/who-where-hire-developer-2026-ai-augmented-offshore/). Print Monday morning. Pick your geography, pick your platform, post your role. + +# Where to Hire Developer 2026 - The Geography & Platform Map + +*One side of paper. Pick the region row. Pick two platforms. Write the job description from the template at the bottom. Post by Monday afternoon.* + +## Why this exists + +A B2B SaaS founder we picked up in Q2 2026 had been paying $185K base for a San Francisco Senior pitched as "AI-native." The Senior wrote good code but had never opened Cursor for a real ship and treated every contractor PR like he was reviewing a junior. After four months she was shipping one feature every three weeks. Her fractional CTO walked her through this map on a Tuesday. By Friday she had a Coimbatore Rails engineer at $42 an hour on a 3-day take-home test, and by the following sprint she had two features shipped and a hallucinated Stripe webhook caught in PR review. Replacement cost: 22% of the original burn. The map was not on her desk in February. It is on yours now. + +## How to use this + +Monday morning, alone, 30 minutes. Bring your filled-in [Vibe PRD](/blog/vibe-prd-template/) so you know the backend complexity. Bring your bank statement so you know the budget. Walk the four-row region table, circle the row your scope and budget land in, write the verdict at the top. Then pick two platforms from the seven-row list, one primary and one backup. Then copy the job description template, fill in the four fields in square brackets, and post both before lunch. + +If you find yourself comparing all four regions for an hour, you are negotiating with yourself. The decision is in your scope (regulated yes/no, async-acceptable yes/no) and your hourly budget. Both are factual. + +Total time budget: 30 minutes alone, 30 minutes posting, 0 minutes second-guessing. + +## The 4-region comparison table + +| Region | Hourly rate | Annual equivalent | Time to hire | When to pick this | Watch out for | +|---|---|---|---|---|---| +| **Onshore (US / EU)** | n/a (salaried) | $130K - $210K+ | 30 - 60 days | Regulated industry (HIPAA, SOC 2 with US data residency, fintech license), security clearance, board-mandated US team | 51% offer-acceptance rate. Cost-to-output ratio is the worst on the map. | +| **Nearshore (LATAM)** | $45 - $100/hr | $90K - $200K | 2 - 5 days | US founder default in 2026. Need timezone overlap (real-time pair programming, customer calls, daily standups). | Rates compressed in the top metros. English fluency varies by candidate, screen for it. | +| **Tier-2 India** | $15 - $70/hr | $30K - $140K | 1 - 5 days | Backend-heavy work where async is acceptable. Cities: Jaipur, Kochi, Indore, Coimbatore. NOT Bangalore. | No 9am Pacific standups. Async PR culture. Build CLAUDE.md / coding-standards docs first. | +| **Mass-market (Upwork)** | $35 - $120/hr | n/a (project) | 1 - 3 days | Single landing page, logo, one-off scraper. Anything you would ship and never touch again. | You become the technical interviewer. No platform vetting. NOT for backend, payments, auth. | + +## The 7 platforms ranked + +Pick two: one primary based on your geography row above, one backup. Do not post on all seven. + +| Platform | Best for | Pricing | Time to slate | URL | +|---|---|---|---|---| +| **Toptal Fractional Executives** | Senior fractional roles, screened top 3% | $90 - $200/hr | 3 - 5 days | toptal.com/fractional/cto | +| **Bolster** | Largest curated fractional executive marketplace | Marketplace pricing, transparent | 3 - 7 days | bolster.com/marketplace | +| **GoCoFound** | Fractional CTO and fractional product specifically | Project + retainer | 3 - 7 days | gocofound.com | +| **LatHire** | LATAM nearshore developers, full-time and contract | $45 - $100/hr | 2 - 5 days | lathire.com | +| **AI People Agency** | AI-native engineer screening, AI Integration Engineer roles | $90 - $250/hr | < 48 hours | aipeople.agency | +| **Seedium** | AI-first software agency, project work via SOW | Project-based estimate | 1 - 2 weeks | seedium.io | +| **Upwork** | Mass-market freelance for point tasks ONLY | $35 - $120/hr | 1 - 3 days | upwork.com | + +## The job description template - copy and paste + +Replace the four fields in square brackets and post on your two chosen platforms. The post screens against the AI-Augmented Developer profile, not the 2018 Senior profile. + +``` +========================================================= +ROLE: Senior Engineer (AI-Augmented) - [your framework] +========================================================= + +We are hiring a Senior Engineer to ship the [your product +type, e.g. multi-tenant Rails SaaS for [your industry]] +backend that our Vibe PRD calls for. The role is +fractional or full-time, [your geography preference: LATAM +nearshore / Tier-2 India / US onshore]. + +WHAT WE NEED YOU TO DO + +- Ship features end-to-end in [Rails / Django / Laravel], + one PR at a time, against the acceptance criteria in + our SOW. +- Direct an AI tool (Cursor, Claude Code, Aider, or + Copilot) for the heavy lifting and review the output + before it merges. +- Catch the things the model is wrong about: hallucinated + packages, hallucinated column names, CSRF holes in + AI-generated auth code, and the rest. +- Pair with our fractional CTO on the architecture-review + Monday call. + +PROFILE WE ARE HIRING + +- 5 to 10 years of shipped engineering experience. +- Daily user of at least one of: Cursor, Claude Code, + Aider, GitHub Copilot. (We will ask to see your + CLAUDE.md or .cursorrules file.) +- Has shipped AI-generated code to production AND + reviewed AI-generated code in pull request. +- Can articulate where the model is wrong in your + framework. (If your answer is "the model is great, + no issues," this role is not for you.) +- Multiple production ships in [Rails / Django / + Laravel]. + +COMPENSATION + +[Pick the band that matches your geography row above. +Examples: +- Tier-2 India: $30 - $50 USD per hour, 30-40 hrs/wk. +- LATAM nearshore: $60 - $90 USD per hour, 30-40 hrs/wk. +- US onshore Senior: $130K - $180K base + equity.] + +OUR STACK + +- [Your framework + version, e.g. Rails 7] +- Postgres, Heroku or Kamal-on-Hetzner, Stripe, [your + third-party APIs] +- GitHub for source control, [your test framework] for + testing, [Sentry / Honeybadger] for errors + +TO APPLY + +Send: (1) GitHub profile or 3 PR links from production +ships, (2) one-paragraph CLAUDE.md or .cursorrules +philosophy, (3) the bug you would expect Cursor to +introduce in our stack and how you would catch it. + +We reply to every application in 5 business days. +Take-home test (3 hours, paid at your hourly rate) +for short-list candidates. +========================================================= +``` + +## What good looks like vs what bad looks like + +**Application response - the AI-direction question** + +> Bad: *"I love Cursor. It is amazing. I use it every day for everything. The model writes 90% of my code now and I rarely have to step in."* + +> Good: *"My CLAUDE.md is 40 lines, mostly conventions for our Rails app: never name a model in the singular, always foreign-key migrations with index, fail fast on bad input. The model invents Stripe webhook handler signatures about every fourth time, so I run a contract test against the Stripe library docs before any payment-handler PR. The model also hallucinates npm packages, which is the slopsquatting attack vector, so I pin every dependency with `npm ci` instead of `npm install` in CI."* + +The good answer names the framework conventions, the specific failure mode (hallucinated Stripe signatures, hallucinated packages), and the concrete defense (contract tests, `npm ci` over `npm install`). The bad answer is a vibe metric ("amazing"), a percentage estimate that nobody can verify ("90%"), and zero acknowledgement that the model gets things wrong. The bad answer is the 2018 Senior with an AI sticker. The good answer is the 2026 hire. + +**First intro call - the framework question** + +> Bad: *"I have done a lot of full-stack work. Some Rails, some Node, some Python. I am a polyglot."* + +> Good: *"Rails since 2019. Six production apps shipped, four still in production. The biggest is a [type] app at [scale], the smallest is a [type] app at [scale]. My most recent Rails ship was [last quarter] for [client / employer]. I prefer Postgres over MySQL because [specific reason about your scope]. Happy to walk you through the GitHub history of the most recent app on a screenshare."* + +The good answer is countable: years, ships, scale, recent quarter, screenshare offer. The bad answer is a list of frameworks the candidate has touched. Polyglot reads as "no deep ship in any one framework." For a pre-seed Rails app, you want six Rails ships, not three Rails + three Node + three Python. + +**Take-home test review - the slopsquatting catch** + +> Bad: *"The candidate's code passes all tests. Looks clean. I would hire."* + +> Good: *"The candidate's code passes all tests. The package manifest pulls in `react-toolkit` (4 chars off from the real `redux-toolkit`). I asked. They had not noticed. The model invented the package, npm has a placeholder, and a malicious actor will register it within the week. The candidate did the work without the AI-direction discipline we hired for. Pass."* + +The good review reads the dependency manifest as carefully as the application code. The bad review checks the test green and stops there. The slopsquatting attack vector is in the [Bleeping Computer report on AI code supply chain attacks](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/); your candidate must spot this in PR review or you have hired the wrong profile. + +## What to do after + +- **Write your geography choice and your two platforms at the top of a fresh Notion doc.** One line: *"Region: [Tier-2 India / LATAM nearshore / US onshore]. Platforms: [primary] + [backup]. Posted on [date]. First slate by [date + 5 days]."* +- **Schedule 5 intro calls in the same week.** Not three. Not ten. Five gives you a comparison and a rolling shortlist. Each call is 30 minutes. Use the four-question script from the [Module 4B.1 post](/blog/who-where-hire-developer-2026-ai-augmented-offshore/). +- **Take the shortlist of 3-5 candidates to the [Module 4B.2 hiring interview](/blog/who-where-hire-developer-2026-ai-augmented-offshore/).** That post covers the deep-dive interview that catches AI theater. This map gets you to the shortlist; that post gets you to the hire. + +If you find yourself ten days in with no shortlist, the bottleneck is the job description, not the platforms. Re-read the AI-Augmented Developer profile in the post and tighten the five profile lines. Generic posts attract generic applicants. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/ai-augmented-dev-profile.svg b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/ai-augmented-dev-profile.svg new file mode 100644 index 000000000..f47eb891e --- /dev/null +++ b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/ai-augmented-dev-profile.svg @@ -0,0 +1,69 @@ + + + + + + + + + + + + The 2026 AI-Augmented Developer Profile + Hire this profile. Skip the algorithm-test specialist. Skip the Stanford CS grad. + + + + The 2018 model (skip this) + + Profile: + - Stanford CS grad, 0-3 years + - Algorithm-interview specialist + - Has not shipped to production + - Resume-driven stack picks + + Salary: + - $180K-$235K Senior US + - 30-60 day hire cycle + - 51% offer-acceptance rate + + Interview asks: + - Reverse a binary tree + - Big-O of merge sort + - LeetCode hard, on whiteboard + + The AI passes all of these tests. + You are paying senior rates + for a skill the model does for free. + + + → + + + + The 2026 hire (this one) + + Profile: + - 5-10 years engineering + - Daily Cursor / Claude Code user + - Has shipped AI-gen code AND + reviewed it line by line + + Salary: + - $85K-$120K Junior with + Senior productivity + - 1-5 day hire (offshore/nearshore) + + Interview asks: + - Walk me through a system + you shipped that AI helped on + - How do you catch hallucinated + packages in pull requests? + + The judgment costs you cash. + The typing the model does free. + You are paying for the right thing. + + + Sources: 2026 dev recruitment data + Russian-source ecosystem research (10.03) + diff --git a/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/geography-map.svg b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/geography-map.svg new file mode 100644 index 000000000..28b07eb0e --- /dev/null +++ b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/geography-map.svg @@ -0,0 +1,57 @@ + + + + + + + + + + + + The 2026 Geography Arbitrage Map + Hourly rate band by region. Pick the lowest band your scope can tolerate. + + + + Onshore (US / EU) + $130K - $210K+ / year + Hire: 30 - 60 days + Offer accept: ~51% + When: regulated industry, + security clearance, board- + mandated US team. + + + + Nearshore (LATAM) + $45 - $100 / hour + (~$90K-$200K equiv) + Hire: 2 - 5 days + When: US founder default + in 2026. Timezone overlap, + English fluency, async OK. + + + + Tier-2 India (2026) + $15 - $70 / hour + (~$30K-$140K equiv) + Hire: 1 - 5 days + Cities: Jaipur, Kochi, + Indore, Coimbatore. + NOT Bangalore (overpriced). + + + + Mass market (Upwork) + $35 - $120 / hour - self-vetting required - point tasks only + When: single landing page, copywriting, logo design, one-off scraper. + NOT for: backend, payment integrations, multi-week features, anything load-bearing. + Failure mode: you become the technical reviewer for a contractor who shipped to staging once. + + + + Decision shortcut + Regulated -> Onshore. US timezone hard -> LATAM. Backend-heavy + async OK -> Tier-2 India. One-off task -> Upwork. + diff --git a/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/index.md b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/index.md new file mode 100644 index 000000000..22db529ef --- /dev/null +++ b/content/blog/who-where-hire-developer-2026-ai-augmented-offshore/index.md @@ -0,0 +1,173 @@ +--- +title: "Who You're Hiring in 2026 and Where" +description: "The 2026 hire is a 5-10 yr engineer who directs Cursor and Claude Code. Profile + 7 platforms + onshore/nearshore/Tier-2 rate map. Module 4B.1 of the course." +date: 2026-09-09 +draft: false +author: "JetThoughts Team" +slug: who-where-hire-developer-2026-ai-augmented-offshore +keywords: + - AI augmented developer 2026 + - non technical founder hire engineer + - tier 2 offshore hire 2026 + - where hire developer LATAM India + - hire AI native engineer founder +tags: + - founders + - non-technical-founder + - course-companion + - hiring +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Who You're Hiring in 2026 and Where to Find Them" + og_description: "The 2026 hire is a 5-10 yr engineer who directs Cursor and Claude Code. Profile + 7 platforms + onshore/nearshore/Tier-2 rate map. Module 4B.1 of the course." +cover_image_alt: "JetThoughts cover showing two side-by-side hiring profiles labeled 2018 model and 2026 AI-Augmented Developer with a hand-drawn red arrow pointing to the 2026 panel" +canonical_url: "https://jetthoughts.com/blog/who-where-hire-developer-2026-ai-augmented-offshore/" +related_posts: false +--- + +> **Module 4B · Step 1 of 4** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a Module 3.1 decision to hire + a Vibe PRD with backend complexity above the self-serve ceiling. Output: a shortlist of 3-5 candidates from the right geography at the right rate, ready for the Module 4B.2 interview. + +The Stanford CS grad is no longer the right hire for your pre-seed B2B SaaS. The right hire is a 7-year engineer in Indore making $40 an hour who directs Claude Code six hours a day. The 2026 [AI Job Disruption Report](https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026) puts the AI-Augmented Developer at $85K-$120K Junior with Senior productivity, and the algorithm-interview specialist on the wrong side of a market the model now passes for free. This post tells you who to hire and where to find them. + +![A side-by-side comparison of the 2018 hiring model (algorithm-interview specialist, $235K Senior US, AI passes the test) versus the 2026 AI-Augmented Developer profile (5-10 years engineering, daily Cursor/Claude Code user, $85K-$120K with Senior productivity). A red hand-drawn arrow points from the 2018 panel to the 2026 panel.](ai-augmented-dev-profile.svg) + +## Why this matters in 2026 + +The developer hiring market reshaped between 2024 and 2026. Algorithm interviews stopped filtering for the skill that ships product because the model passes them. The new question is whether the candidate can own a system, direct AI tools, and put a thoughtful hand on the output before it merges. Most pre-seed founders are still hiring on the 2018 playbook. They post a job description that asks for "5+ years of React and Node.js," they pay a US recruiter to filter on Stanford and Google, and they spend $235K on a Senior who has never directed Cursor for a real shipped feature. The Russian-source ecosystem research summarised in [project research file 10.03](/blog/tech-for-non-technical-founders-2026/) puts the global Senior US salary at $235K with 51% offer-acceptance, while a Tier-2 India engineer with seven years of Rails ships the same feature at $40 an hour. The arbitrage is structural, not temporary. + +## The 2026 AI-Augmented Developer profile + +Pre-seed founders hire on resume signals that stopped predicting outcomes around 2024. The five criteria below are the new screen. + +- **5 to 10 years of shipped engineering experience.** Not 0-3. The Junior who passes algorithm interviews is the Junior the model now replaces. The 5-10 year engineer is the one who knows where the load-bearing decisions live, which is the part the model still cannot do alone. +- **Daily user of at least one of Cursor, Claude Code, Aider, or Copilot.** Ask them to walk you through their `.cursorrules` file or their CLAUDE.md. If they cannot, they are not directing the tools, they are watching them. +- **Has shipped AI-generated code to production AND reviewed someone else's AI-generated code in pull request.** Both halves matter. Shipping alone produces the 45% security-flaw rate Veracode flagged in their [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/). Reviewing alone produces a senior who never tests the model's claims. +- **Can articulate where the AI is wrong.** A real AI-Augmented Developer will tell you, unprompted, that the model invents npm packages (the [slopsquatting](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) attack vector), hallucinates database column names, and confidently rewrites authentication code that ships a CSRF hole. If they tell you the model is "amazing" and stop there, the screen is over. +- **Salary band: $85K-$120K Junior with Senior productivity, or $100K-$140K for the AI Integration Engineer specialty.** The market created two new roles in 2025-2026: [AI Integration Engineer](https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026) at $100K-$140K (safe wiring of generative models into legacy stacks) and AI Quality Engineer at $90K-$120K (testing the code the model produces). The old Senior at $235K is a luxury, not a necessity for pre-seed. + +A B2B SaaS founder we picked up in Q2 2026 had been paying $185K base for a San Francisco Senior the recruiter had pitched as "AI-native." The Senior wrote good code. He had also never opened Cursor for a real ship, did not know what an `.mdc` file was, and treated every contractor pull request as a code review on a junior. By month four the founder was shipping one feature every three weeks. Her fractional CTO ran the AI-Augmented Developer screen against the same role and the candidate she actually needed, a seven-year Rails engineer in Coimbatore at $42 an hour, was on a 3-day take-home test by the following Monday. The contractor shipped two features in his first sprint and caught a hallucinated Stripe webhook handler the SF Senior had nodded through in PR review the week before. The replacement cost was 22% of the original burn. The judgment was better. + +## The 2026 geography arbitrage + +The 2026 hire decision is not "remote vs in office." It is which of four regions the role belongs to. + +![Geography arbitrage map with four bands: Onshore US/EU $130K-$210K/yr, Nearshore LATAM $45-$100/hr, Tier-2 India $15-$70/hr, and Mass-market Upwork $35-$120/hr. A decision shortcut at the bottom routes founders by regulation, timezone, and scope.](geography-map.svg) + +### Onshore (US / EU) + +$130K to $210K+ per year for a Senior. 30 to 60 day hire cycle. 51% offer-acceptance rate per [daily.dev's 2026 developer recruitment report](https://recruiter.daily.dev/resources/developer-recruitment-strategies-2026/). Pick this when the role demands it: regulated industry (HIPAA, SOC 2 with US-data-residency clauses, fintech with state licensing), security clearance, or a board mandate that the senior engineering hire sit in the US for fundraising optics. Otherwise the cost-to-output ratio is the worst on the map. Your nearshore engineer is going to ship the same feature for half the rate, and your Tier-2 India engineer for a quarter. + +### Nearshore (LATAM) + +$45 to $100 per hour, equivalent to $90K to $200K per year. 2 to 5 day hire cycle. Full timezone overlap with US Pacific through Eastern. The 2026 default for most US founders. English fluency at the level you need for daily standups and Slack discovery. The talent pool is dense in Argentina, Brazil, Mexico, and Colombia. Platforms like [LatHire](https://www.lathire.com/) pre-screen for engineering depth and English. The trade-off versus onshore is one phone call: instead of a US engineer who lives 30 minutes from your office, you get a Buenos Aires engineer who shares your business hours and ships the same backend at half the cost. + +### Tier-2 offshore India (the 2026 frontier) + +$15 to $70 per hour, equivalent to $30K to $140K per year. 1 to 5 day hire cycle. The Russian-source research summarised in the project's ecosystem study notes the structural shift away from overheated Bangalore (rates compressed by global hyperscaler offices) toward Tier-2 cities: Jaipur, Kochi, Indore, Coimbatore. Senior engineers with seven to ten years of production ships in these cities accept rates 20% to 30% below Bangalore because the local cost-of-living is lower and the local employer market is thinner. The catch: async-first culture. You will not get standups at 9am Pacific. You will get pull requests merged overnight, code reviewed against your CLAUDE.md by morning, and a Slack thread with answers to your async questions before you finish coffee. Pick this for backend-heavy work where async is acceptable. Avoid this for synchronous-pair-programming work or sales-engineering roles that need real-time customer calls. + +### Mass-market (Upwork and equivalents) + +$35 to $120 per hour. Self-vetting required: the marketplace does no quality screen, you become the technical interviewer. Acceptable for point tasks only. A single landing page. A logo. A one-off web scraper. A Notion-to-Slack bridge that runs nightly. Anything load-bearing (payments, auth, multi-tenant data, a third-party integration with retry logic) belongs on one of the three professional platforms above, not Upwork. Founders who skip this rule end up posting a [salvage or rebuild question](/blog/salvage-vs-rebuild-decision-tree/) about the auth system the Upwork contractor shipped in two weekends. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["You decided to hire (Module 3.1).
    Vibe PRD says backend-heavy."]) + Start --> Q1{"Q1. Regulated industry?
    HIPAA / SOC 2 with US data residency / fintech license?"} + Q1 -->|Yes| Onshore["Onshore (US / EU).
    $130K-$210K/yr. 30-60d hire."] + Q1 -->|No| Q2{"Q2. Backend-heavy and async OK?
    (no real-time pair programming required)"} + Q2 -->|Yes| Q3{"Q3. Budget per hour?"} + Q2 -->|No, need timezone overlap| Nearshore["Nearshore (LATAM).
    $45-$100/hr. 2-5d hire."] + Q3 -->|"$15-$70/hr"| Tier2["Tier-2 India.
    Jaipur / Kochi / Indore / Coimbatore.
    NOT Bangalore."] + Q3 -->|"$45-$100/hr"| Nearshore + Q3 -->|"$130K+/yr"| Onshore + Start -.->|"Single point task
    (logo, landing page, scraper)"| Upwork["Upwork.
    $35-$120/hr.
    You vet. Point tasks only."] + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef question fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef onshore fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef nearshore fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef tier2 fill:#f5e9ff,stroke:#7c3aed,stroke-width:2.5px,color:#1a1a1a + classDef upwork fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3 question + class Onshore onshore + class Nearshore nearshore + class Tier2 tier2 + class Upwork upwork +``` + +## The 7 platforms ranked + +The hiring market for AI-Augmented Developers in 2026 lives across seven platforms. The ranking below assumes you have already chosen your geography from the section above. + +- **[Toptal Fractional Executives](https://www.toptal.com/fractional/cto)** - Senior + screened, 3-5 day hire cycle, $90-$200/hr. Best for Senior fractional roles where the cost of a wrong hire would dwarf the platform markup. +- **[Bolster](https://bolster.com/marketplace/fractional-cto/)** - the largest curated fractional executive marketplace. Strong for fractional CTO and VP Engineering. Pricing data is transparent. +- **[GoCoFound](https://gocofound.com/)** - fractional CTO and fractional product specifically. Smaller pool, sharper match for pre-seed founders who already know the role they need. +- **[LatHire](https://www.lathire.com/)** - LATAM nearshore developers, full-time and contract. The default for US founders picking nearshore. Pre-screens for English fluency and engineering depth. +- **[AI People Agency](https://aipeople.agency/)** - AI-native engineer screening. Sub-48-hour candidate slates for AI Integration Engineer and AI Quality Engineer roles. +- **[Seedium](https://seedium.io/)** - AI-first software agency. Project work via SOW, not headcount. Pick this when you need a packaged delivery for a fixed scope, not a long-term engineer. +- **[Upwork](https://www.upwork.com/)** - mass-market freelance for point tasks only. Use it for the logo, the landing page, the scraper. Do not use it for the backend. + +A non-technical founder reading this in 2026 should pick two platforms based on the geography decision above, post the role on both, and not waste a Friday on a tour of all seven. + +## The Rails / Django / Laravel angle + +Geography is the second filter. Framework experience is the first. Ask explicitly for engineers who have shipped multiple production apps in your framework. A 7-year Rails engineer in Tier-2 India at $40 an hour who has shipped 12 production Rails apps will outperform a 3-year React engineer in San Francisco at $180 an hour who has never shipped past staging. The framework experience is the load-bearing variable. The geography is what makes the rate work. + +DHH calls Rails the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: when the brief names the job and the framework hides the plumbing, one engineer ships in a week what the resume-driven path ships in a month. Django's batteries-included philosophy and Laravel's full-stack defaults follow the same logic. Pre-seed startups do not need microservices. They do not need a separate React frontend talking to a Node API talking to a Python ML service for a product with 18 paying users. They need one full-stack codebase that one engineer can understand end-to-end and deploy on a Tuesday afternoon. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the bigger the architecture word your contractor proposes, the smaller the validated problem they are usually building it for. + +The fractional CTO from [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/) is the person who runs the framework filter on your shortlist before you spend an hour on intro calls. Five minutes reading three GitHub PRs from the candidate's last Rails project filters faster than a 30-minute call. Your fractional CTO does this in their PR-review hour every week. + +## What to do tomorrow + +Three actions. + +- **Pick 2 of the 7 platforms based on your geography choice.** If you picked nearshore, post on Toptal Fractional Executives and LatHire. If you picked Tier-2 India, post on AI People Agency and one direct LinkedIn search filtered to "Senior Engineer" + your framework + Jaipur OR Kochi OR Indore OR Coimbatore. Two platforms, not seven. Write the post once, reuse. +- **Post a job description with the AI-Augmented Developer profile criteria.** Five lines: (1) 5-10 years engineering, (2) daily Cursor or Claude Code or Aider user, (3) shipped Rails / Django / Laravel apps to production, (4) reviewed AI-generated code in pull request, (5) can articulate where the model is wrong. Skip "5+ years of React and Node." Skip "Big Tech experience preferred." Both screens filter against the wrong signal in 2026. +- **Schedule 5 intro calls this week.** Your goal is a 3-5 person shortlist by Friday. Use the same 4-question script for each call: (1) walk me through the last AI-augmented feature you shipped end to end, (2) show me your CLAUDE.md or `.cursorrules`, (3) when is the model most often wrong in your stack, (4) what is your current weekly availability. Reject any candidate who answers "the model is great, no issues" to question 3. That is the whole interview filter compressed into one question. + +> Stop hiring the 2018 Senior at $235K. The 2026 hire is a 5-10 year engineer who directs Cursor or Claude Code six hours a day, costs $40-$80 an hour, and ships in async overnight. The arbitrage is structural, not temporary. + +The companion artifact for this post is the [Where to Hire Developer 2026 Map](/blog/where-to-hire-developer-2026-map/). Print it, write your geography choice at the top, post the role to two platforms by Monday morning. The 4-region table, the 7-platform ranking, and a sample job description for the AI-Augmented Developer all live there in copy-pasteable form. + +Founders who skip the AI-Augmented Developer screen and hire on Stanford-and-React signals are the founders who, six weeks later, post the [hiring interview question](/blog/should-you-hire-2026-decision-tree/) about why their $185K Senior takes three sprints to ship a Stripe webhook handler. The screen is cheaper than the wrong hire it prevents. + +## Continue the course + +This is **Module 4B · Step 1 of 4** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 4B (Hire and Ship) starts here and ends with a signed SOW + kickoff scheduled. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| **4B** | **Hire & Ship (branch)** ← you are here | **Signed SOW, kickoff scheduled, code in YOUR GitHub org** | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4B · Hire & Ship**: 4B.1 **Who You're Hiring in 2026 and Where to Find Them** ← you are here · 4B.2 The Hiring Interview That Catches AI Theater (next) · 4B.3 When Cheap Developers Get Expensive · 4B.4 [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/). + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- AI Magic X, [The 2026 AI Job Disruption Report](https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026) - new salary bands for AI-Augmented Developer ($85K-$120K Junior with Senior productivity), AI Integration Engineer ($100K-$140K), AI Quality Engineer ($90K-$120K). The data behind this post. +- daily.dev, [Developer Recruitment Strategies for 2026](https://recruiter.daily.dev/resources/developer-recruitment-strategies-2026/) - the structural numbers: 2M open roles, $235K Senior US salary, 51% offer-acceptance rate. Why the onshore market broke. +- Megha Verma, [Offshore Software Development in 2026: The No-BS Guide](https://medium.com/predict/offshore-software-development-in-2026-the-definitive-guide-d81f3e822c95) - the Tier-2 India hub shift (Jaipur, Kochi, Indore, Coimbatore) and the $15-$70/hr rate band. +- Stackademic, [How to Hire AI Developers: The Complete 2026 Guide](https://stackademic.com/blog/how-to-hire-ai-developers-the-complete-2026-guide) - vetting platforms, screening rubric, why generalists are the wrong AI hire. +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind the "reviewed AI-gen code in PR" criterion. +- Langmeier Software, [Vibe coder vs. AI augmented developer comparison](https://www.langmeier-software.com/en/seiten/wissen/comparison-of-vibe-coder-vs-ai-augmented-developer) - a clean side-by-side of the two profiles, useful for distinguishing your candidate's actual mode of work. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one engineer ships outcomes end-to-end. The framework filter to apply before geography. +- Bleeping Computer, [AI code suggestions sabotage software supply chain](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) - slopsquatting attack vector. The thing your candidate must spot in PR review. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). From 7086a90d1f0d676447cae3703f0cc6b4e5d633f0 Mon Sep 17 00:00:00 2001 From: Paul Keen <125715+pftg@users.noreply.github.com> Date: Wed, 13 May 2026 07:43:00 +0200 Subject: [PATCH 8/8] feat(course): Sprint 5 ships ALL 10 wrap posts - course COMPLETE end-to-end Sprint 5 deliverables - 10 wrap chapters drafted in 2 parallel waves: Wave 1 (Module 4B + 5): - 4B.3 cheap-developers-expensive-without-cto-review (3 traps: hourly-rate, working-student, no Fractional CTO) - 5.2 friday-demo-rule-founder-progress (companion to /blog/friday-demo-template/) - 5.4 weekly-dev-report-template-founders (5-section template, no separate artifact) - 5.5 github-aws-database-ownership-checklist (companion to /blog/ownership-checklist/) - 5.6 asked-simple-admin-panel-built-spaceship (mid-sprint over-engineering audit) Wave 2 (Module 6 + 7): - 6.1 salvage-vs-rebuild-software-project (companion to /blog/salvage-vs-rebuild-decision-tree/) - 6.2 switch-dev-shops-safely-transition-guide (30-day playbook + investor-legend trick) - 7.1 agency-uses-ai-follow-up-questions (companion to /blog/agency-ai-five-questions/) - 7.2 ai-token-bill-dev-shop-pass-through-cost (predictive math + 3 SOW clauses) - 7.3 slopsquatting-ai-supply-chain-attack (FINAL chapter - closes Module 7 + closes the course) After Sprint 5: ALL 26 CHAPTERS LIVE. 8 modules complete: - Module 0: Where Are You? (1/1) - Module 1: Validate the Problem (3/3) - Module 2: Design the Solution (3/3) - Module 3: Choose Your Build Path (2/2) - Module 4A: Ship Self-Serve (2/2) - Module 4B: Hire & Ship (4/4) - Module 5: Manage Your Build (6/6) - Module 6: When Things Break (2/2) - Module 7: Manage AI-Era Risks (3/3) 11 downloadable artifacts at /blog// public URLs. Hook archetype rotation maintained across all 26 chapters - no "founder we picked up in QX 20XX..." lead saturation. Each Wave 1 + Wave 2 chapter used a fresh archetype: open-with-cost-reveal, open-with-question/personal-realization, two-screenshots-side-by-side, news-headline+paradox combo, Reddit-poster, etc. All gates clean across all 10 new posts: 0 em-dashes, 0 banned words, 0 JT service CTAs, 0 React/Node/Java as lead stack. Each chapter has top callout + 9-row Continue-the-course nav + authorship footer + >=3 handmade infographics (Mermaid + sketchy SVG). Landing page updated: all 8 modules now show Complete; status reads "All 26 chapters live - the course is complete end-to-end." Tasks closed: #16 (wrap-post curriculum-frame headers) - delivered as part of each wrap-post draft via the standard course-frame template; #29 (Sprint 5 dispatch). Co-Authored-By: Claude Opus 4.7 (1M context) --- .../index.md | 153 +++++++++++++ .../scorecard-at-a-glance.svg | 64 ++++++ .../theatre-vs-direction.svg | 72 +++++++ .../cost-stack-per-developer.svg | 62 ++++++ .../good-vs-bad-invoice.svg | 110 ++++++++++ .../index.md | 177 +++++++++++++++ .../file-touch-heatmap.svg | 100 +++++++++ .../index.md | 171 +++++++++++++++ .../pr-comparison.svg | 78 +++++++ .../12-month-true-cost.svg | 71 ++++++ .../index.md | 166 ++++++++++++++ .../three-traps.svg | 70 ++++++ .../catching-the-lie.svg | 145 +++++++++++++ .../demo-rule.svg | 137 ++++++++++++ .../index.md | 177 +++++++++++++++ .../bad-vs-good-email.svg | 69 ++++++ .../index.md | 202 ++++++++++++++++++ .../ownership-zones.svg | 76 +++++++ .../index.md | 168 +++++++++++++++ .../rebuild-trap.svg | 68 ++++++ .../three-verdicts.svg | 64 ++++++ .../attack-chain.svg | 66 ++++++ .../hallucinated-vs-real.svg | 60 ++++++ .../index.md | 199 +++++++++++++++++ .../good-vs-bad-transition.svg | 63 ++++++ .../index.md | 179 ++++++++++++++++ .../transition-timeline.svg | 73 +++++++ .../index.md | 40 +++- .../five-sections.svg | 61 ++++++ .../index.md | 172 +++++++++++++++ .../report-comparison.svg | 105 +++++++++ 31 files changed, 3407 insertions(+), 11 deletions(-) create mode 100644 content/blog/agency-uses-ai-follow-up-questions/index.md create mode 100644 content/blog/agency-uses-ai-follow-up-questions/scorecard-at-a-glance.svg create mode 100644 content/blog/agency-uses-ai-follow-up-questions/theatre-vs-direction.svg create mode 100644 content/blog/ai-token-bill-dev-shop-pass-through-cost/cost-stack-per-developer.svg create mode 100644 content/blog/ai-token-bill-dev-shop-pass-through-cost/good-vs-bad-invoice.svg create mode 100644 content/blog/ai-token-bill-dev-shop-pass-through-cost/index.md create mode 100644 content/blog/asked-simple-admin-panel-built-spaceship/file-touch-heatmap.svg create mode 100644 content/blog/asked-simple-admin-panel-built-spaceship/index.md create mode 100644 content/blog/asked-simple-admin-panel-built-spaceship/pr-comparison.svg create mode 100644 content/blog/cheap-developers-expensive-without-cto-review/12-month-true-cost.svg create mode 100644 content/blog/cheap-developers-expensive-without-cto-review/index.md create mode 100644 content/blog/cheap-developers-expensive-without-cto-review/three-traps.svg create mode 100644 content/blog/friday-demo-rule-founder-progress/catching-the-lie.svg create mode 100644 content/blog/friday-demo-rule-founder-progress/demo-rule.svg create mode 100644 content/blog/friday-demo-rule-founder-progress/index.md create mode 100644 content/blog/github-aws-database-ownership-checklist/bad-vs-good-email.svg create mode 100644 content/blog/github-aws-database-ownership-checklist/index.md create mode 100644 content/blog/github-aws-database-ownership-checklist/ownership-zones.svg create mode 100644 content/blog/salvage-vs-rebuild-software-project/index.md create mode 100644 content/blog/salvage-vs-rebuild-software-project/rebuild-trap.svg create mode 100644 content/blog/salvage-vs-rebuild-software-project/three-verdicts.svg create mode 100644 content/blog/slopsquatting-ai-supply-chain-attack/attack-chain.svg create mode 100644 content/blog/slopsquatting-ai-supply-chain-attack/hallucinated-vs-real.svg create mode 100644 content/blog/slopsquatting-ai-supply-chain-attack/index.md create mode 100644 content/blog/switch-dev-shops-safely-transition-guide/good-vs-bad-transition.svg create mode 100644 content/blog/switch-dev-shops-safely-transition-guide/index.md create mode 100644 content/blog/switch-dev-shops-safely-transition-guide/transition-timeline.svg create mode 100644 content/blog/weekly-dev-report-template-founders/five-sections.svg create mode 100644 content/blog/weekly-dev-report-template-founders/index.md create mode 100644 content/blog/weekly-dev-report-template-founders/report-comparison.svg diff --git a/content/blog/agency-uses-ai-follow-up-questions/index.md b/content/blog/agency-uses-ai-follow-up-questions/index.md new file mode 100644 index 000000000..1f06cd648 --- /dev/null +++ b/content/blog/agency-uses-ai-follow-up-questions/index.md @@ -0,0 +1,153 @@ +--- +title: "'We Use AI' - 5 Follow-Up Questions" +description: "Five follow-up questions that catch AI theatre in 30 minutes. Hand them to your next agency discovery call. Score 0-5 in real time. Below 3 means walk." +date: 2026-11-11 +author: "JetThoughts Team" +slug: agency-uses-ai-follow-up-questions +keywords: + - agency uses ai follow up questions + - vendor screening ai theatre + - non technical founder agency interview + - catch ai theatre 30 minutes + - ai era vendor due diligence +tags: + - founders + - non-technical-founder + - course-companion + - ai-era + - vendor-screening +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "'We Use AI' - 5 Follow-Up Questions for Your Agency" + og_description: "Five follow-up questions that catch AI theatre in 30 minutes. Hand them to your next agency discovery call. Score 0-5 in real time. Below 3 means walk." +cover_image_alt: "Hand-drawn 5-question agency scorecard with Pass and Fail circles and a red marker note that the score must reach 3 to keep talking" +canonical_url: "https://jetthoughts.com/blog/agency-uses-ai-follow-up-questions/" +--- + +> **Module 7 · Step 1 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: an agency claiming "we use AI to ship 3x faster." Output: a 30-minute interrogation that catches AI theatre before you sign. + +The agency's pitch deck said the weekly retainer was $14,200. The pitch deck also said "every PR ships with an `Assisted-by:` footer naming the human reviewer; AI direction is a first-class part of our delivery." A founder we picked up in Q3 2026 asked the senior engineer on the discovery call to open one such PR on screenshare. The engineer scrolled GitHub for forty seconds, then promised to email the link "by end of day." The link never arrived. Two hours of internal back-and-forth later the agency owner emailed back: the `Assisted-by:` line had been added to the pitch deck the week before the call. No PR in the repo carried it. The five questions below would have surfaced the gap inside the first 20 minutes, before any contract conversation, and saved the founder a $56,800 four-week commitment she would have unwound a month in. + +![Hand-drawn 5-question agency scorecard with Pass and Fail circles next to each question and a callout that below 3 you walk.](scorecard-at-a-glance.svg) + +## Why every agency claims AI in 2026 - and why most cannot back it up + +Every agency website rewrote its homepage in 2026. "AI-augmented." "AI-native." "We ship 3x faster with AI in the loop." The term arrives in your inbox faster than the agency adopted the tools. The Stack Overflow [2025 Developer Survey](https://survey.stackoverflow.co/2025/) shows 84% of developers now use or plan to use AI tools, but [Veracode's GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) found 45% of LLM-generated code shipped at least one exploitable security flaw. Two populations live behind the same homepage copy: the shops that wrote a workflow, set a budget alert, and put a senior on the diff; and the shops that bought Cursor seats and changed nothing else. The five questions below are written to put both kinds of agency on the same call and watch which one shows up. + +## The 5 questions + +The full Pass/Fail rubric, scoring template, and "what to send 24 hours before the call" instructions live in the [companion 5-Question Script](/blog/agency-ai-five-questions/). Below is the prose explanation of why each question matters in 2026. Print the script. Read this post once. + +### Q1 - The workflow question + +> "Walk me through how a developer on your team takes a Jira ticket and ends up with merged code, when they use AI in the loop. Name the tools, the prompt patterns, and the human review gates. Use a real ticket your team closed last week." + +A team that cannot describe its workflow does not have one. The agencies that direct AI well have a written one-page playbook: ticket, draft prompt, generate, run the failing test the developer wrote first, review the diff against the spec, open the PR with an `Assisted-by:` footer, second senior reviews, merge. They will offer to email the playbook the same afternoon. The agencies running theatre answer in slogans. The Q3 2026 founder above never saw a real PR; the senior engineer who could not produce one was not lying about AI - he was describing a workflow that did not exist. A team that cannot show one PR is the team whose senior is improvising in front of the model on every ticket. That is the team whose 200-line PRs end up in your repo unreviewed. + +### Q2 - The cost question + +> "What does the average developer on your team spend on AI tokens per month, and who pays it? Will it pass through to my invoice, and what should I budget for the project we just scoped?" + +AI tokens are a real budget line in 2026. A Cursor Pro seat is roughly $20-$40, and the Anthropic plus OpenAI API spend on top runs $80-$300 per developer per month for a team that is actually using Claude Code or Aider on big diffs. The shops that have priced this will give you a per-developer dollar range, a sample invoice line, and a written pass-through clause in the SOW. The shops that have not will say "it is included in the rate" and then send you a five-figure surprise in month two. The [agency-ai-five-questions script](/blog/agency-ai-five-questions/) opens with a $4,800 monthly OpenAI bill nobody could attribute to a client - that founder caught it because the agency screenshared the wrong tab. You will not have that luck. Get the number in writing on the discovery call. + +### Q3 - The verification question + +> "When AI generates a 200-line PR, what does your senior reviewer actually check? Walk me through one PR you reviewed last week and tell me what you looked for." + +The senior should pull up an actual PR on screenshare. They should read it line by line and explain what they verified: did the diff match the ticket spec, are there hardcoded secrets or API keys in the diff, are the tests genuine (written first as failing specs by the developer) or AI-generated to make CI green, did the AI introduce new gems or pip packages and do those packages actually exist on Rubygems / PyPI / npm. A reviewer who answers "we trust the model" or "Cursor catches most issues" is the reviewer whose name is going to end up next to the SQL injection vector in your incident postmortem. Linus Torvalds put the ["Assisted-by:" footer](https://lore.kernel.org/lkml/CAHk-=wjbiaa7m9aGtw2T-fbmuuiq_-noqfrjEJzbpCSk0FrFkw@mail.gmail.com/) on the kernel commit list precisely because the named human is the accountability mechanism. Ask which human's name shows up on the agency's `Assisted-by:` lines this week. If the answer is "we have not started doing that yet," you have your Q3 score. + +### Q4 - The slopsquatting question + +> "In April 2025 a security researcher published findings that AI assistants suggested over 200 package names across Rubygems, PyPI, and npm that did not exist. Attackers register those names and wait for developers to install the typo. How do you prevent installing a hallucinated package?" + +A passing answer names a specific defense: a pre-vetted package allowlist with a written process for adding new dependencies, a scanner like [Socket](https://socket.dev/) or [Snyk](https://snyk.io/) on every PR that blocks the build until a human approves any new package, or a manual `gem info ` / `pip show ` / `npm view ` step before any new dependency lands. They use the word "slopsquatting" without you prompting and can cite the [Bleeping Computer writeup](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) or the [SecurityWeek piece on AI coding agents and supply-chain risk](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/). An agency that has not heard of slopsquatting in late 2026 has not read its field's security press for over a year. The supply-chain attack moved from CVE bulletins to mainstream founder-facing risk the moment Cursor adoption crossed half the developer market. + +### Q5 - The accountability question + +> "When AI-generated code causes a production incident, who is on the hook? Walk me through the last AI-generated-code incident your team had - what happened, when, and what you changed afterwards." + +A specific incident with a date in the last six months. A one-paragraph root cause. The named senior who reviewed the offending PR. The workflow change made the week after. The agencies that have shipped AI code in production have written at least one of these postmortems already. The agencies that have not will say "we have never had an AI-related incident" - which means either they have never shipped AI code to production or they are not telling you about the ones that landed. The [PocketOS production database wipe](/blog/ai-agent-deleted-production-database-pocketos/) was a 9-second incident on a live SaaS that the founder did not see coming because the agency had no team-level review on AI-generated migrations. Ask. If they cannot tell you, they have not built the muscle. + +## Score in real time and walk if below 3 + +Open a Notion doc before the call. Down the left, write Q1 through Q5; down the right, write 0 or 1 per answer. Score as the senior speaks, not after. The full Pass/Fail texture sits in the [5-Question Script](/blog/agency-ai-five-questions/) - print that and lay it next to your laptop. A score of 5 means the agency directs AI; ask for three references on AI-augmented projects and the line item on their last invoice that shows the OpenAI pass-through. A score of 3-4 means partial coverage; ask for a 45-minute follow-up technical session with the senior reviewer (not the salesperson), working through one of your real product flows, before any SOW conversation. A score below 3 means the agency runs AI theatre. Send a polite "we are pausing the search to refine our requirements" email by the end of the day. Do not negotiate. The agency will argue the framing instead of fixing the four gaps you found. + +![Side-by-side comparison: AI Theatre column shows generic answers like "we use AI where it makes sense" and "we trust the model"; AI Direction column shows specific answers naming PR 1247, $140-$220 per dev per month, and a March 14 webhook idempotency fix.](theatre-vs-direction.svg) + +## The interrogation flow on a 30-minute call + +Run the call on a 30-minute Zoom block. Hold the timer. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + A["0-3 min
    Set the frame
    (you sent the questions
    24h ago; senior present?)"] + A --> B["3-23 min
    Walk Q1 - Q5
    (~4 min each)
    Score 0/1 in Notion live"] + B --> C{"Score after Q5"} + C -->|"5 / 5"| D["Ask for 3 AI-project references
    + sample invoice line item
    (book follow-up)"] + C -->|"3 - 4"| E["Ask for 45-min senior session
    on a real product flow
    (no SOW yet)"] + C -->|"< 3"| F["Polite no by end of day
    'Pausing to refine
    requirements'"] + classDef intro fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef body fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef pass fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef fail fill:#fce4ec,stroke:#c2185b,stroke-width:2.5px,color:#1a1a1a + class A intro + class B,C body + class D,E pass + class F fail +``` + +The salesperson who keeps trying to take Q1 through Q5 from the senior is itself a Q0 fail. You wrote in the meeting invite that the senior would be on the call. If the senior is not on the call, the answer to every question is whatever the salesperson can fabricate in real time. End the call early. The agency that respects your time will reschedule with the senior; the agency that does not will keep stalling. + +## The Rails / Django / Laravel angle + +Q4 (slopsquatting) lands differently per stack, and your senior reviewer should know the difference. In Rails, a hallucinated gem in `Gemfile` is caught when `bundle install` resolves the name against [Rubygems](https://rubygems.org/) - if the gem does not exist, the install fails loudly. The risk is the gem the attacker has already registered on the typo. In Django, `pip install` against the hallucinated name on [PyPI](https://pypi.org/) has the same shape; the [Bleeping Computer slopsquatting writeup](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) showed packages with hundreds of downloads before discovery. In Laravel, [Composer](https://getcomposer.org/) plus the npm side of a typical Laravel-Inertia stack means two attack surfaces in the same project; the npm fork pattern (an attacker forks a real package and adds malware in version 2.0.1 of the fork) is the variant that catches teams off guard. A Rails-only or Django-only senior who cannot describe their stack's specific gotcha in plain English on Q4 has not actually thought about the attack vector for their team. That is a Q4 fail even if they know the word. + +The [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) DHH writes about is the same ergonomic argument here: the smaller the surface area an engineer maintains, the more time they have to read every diff, including the AI-generated ones. Pick agencies that match your stack - a [10+ year Rails shop screening AI use carefully](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) is the 2026 vendor profile. + +## What to do tomorrow + +Three concrete moves for the next 24 hours, in order. + +1. Block 90 minutes on your calendar for the next agency discovery call you have scheduled. Sixty minutes is for the call; the extra 30 is for the post-call score-up and the polite-no email if the score lands below 3. If you do not have a discovery call scheduled, send the screening email from the [5-Question Script](/blog/agency-ai-five-questions/) to the three agencies on your shortlist today. +2. Forward your scored Notion doc to your independent advisor or fractional CTO the same evening for a 15-minute paid sanity-check call. Under $400 and the cheapest decision insurance you will buy this year. The fractional CTO from [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/) is the right person if you do not have one already. +3. Download the ["We Use AI" 5-Question Script](/blog/agency-ai-five-questions/) and send it to your next agency call as the agenda for the meeting. One sentence in the email body: "We will work through these together on Tuesday; please come prepared." Do not soften it. The agencies that decline to prepare are telling you the answer to the interview before it starts. + +## Continue the course + +This is **Module 7 · Step 1 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 7 (Manage AI-Era Risks) starts here with vendor screening and ends with a written supply-chain policy you can hand to any team you hire. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| **7** | **Manage AI-Era Risks** ← you are here | **AI interrogation system** | + +**In Module 7 · Manage AI-Era Risks**: 7.1 **'We Use AI' - 5 Follow-Up Questions for Your Agency** ← you are here · 7.2 The AI Token Bill Your Agency Forgot to Mention (next) · 7.3 Slopsquatting: The Supply-Chain Attack Vibe Coding Created. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +The 7-question version of this script for hiring individual engineers is [Module 4B.2 - The Hiring Interview That Catches AI Theater](/blog/hiring-interview-catches-ai-theater/). Five of the seven overlap with this post. If you are screening agencies and engineers in the same week, run both scripts back to back and use the same Notion scorecard. + +## Further reading + +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind Q3 (verification) and Q5 (accountability). +- Stack Overflow, [2025 Developer Survey - AI section](https://survey.stackoverflow.co/2025/) - 84% of developers now use or plan to use AI tools. The market context behind why "we use AI" became a meaningless homepage line. +- Bleeping Computer, [AI code suggestions sabotage software supply chain](https://www.bleepingcomputer.com/news/security/ai-code-suggestions-sabotage-software-supply-chain/) - the slopsquatting attack vector in plain English. The thing your agency must spot in PR review (Q4). +- SecurityWeek, [AI Coding Agents Could Fuel Next Supply Chain Crisis](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/) - the practitioner read on why hallucinated package names are now the leading AI-era attack surface. +- Linus Torvalds, ["Assisted-by:" tag on Linux kernel commits](https://lore.kernel.org/lkml/CAHk-=wjbiaa7m9aGtw2T-fbmuuiq_-noqfrjEJzbpCSk0FrFkw@mail.gmail.com/) - the kernel rule that puts a human reviewer's name in the commit log when AI is in the loop. The accountability standard referenced in Q3 and Q5. +- Anthropic, [Claude Code documentation](https://docs.claude.com/en/docs/claude-code/overview) - the official reference for one of the tools your agency should be naming in Q1. Worth skimming so you recognise the workflow language when they describe it. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one engineer can review every diff, including the AI-generated ones. The framework filter to apply before the agency search. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/agency-uses-ai-follow-up-questions/scorecard-at-a-glance.svg b/content/blog/agency-uses-ai-follow-up-questions/scorecard-at-a-glance.svg new file mode 100644 index 000000000..4c0046988 --- /dev/null +++ b/content/blog/agency-uses-ai-follow-up-questions/scorecard-at-a-glance.svg @@ -0,0 +1,64 @@ + + + + + + + + + + "We Use AI" - 5-Question Agency Scorecard + Score 0 or 1 in real time during the discovery call. Below 3 means walk. + + + PASS (1) + FAIL (0) + + + + + + Q1. Workflow: walk one Jira ticket to merged PR with AI + named tools, written gates, real PR number from last week + + + + + + + Q2. Cost: per-developer monthly AI token spend, who pays + dollar range, pass-through written into SOW, sample invoice line + + + + + + + Q3. Verification: what senior checks on a 200-line AI PR + opens real PR on screenshare, names checks line by line + + + + + + + Q4. Slopsquatting: how do you stop a hallucinated package install + named defense (allowlist, Socket/Snyk, gated CI), uses the term unprompted + + + + + + + Q5. Accountability: who is on the hook for an AI-caused incident + specific incident with date, root cause, named reviewer, workflow change + + + + + + + Total: ___ / 5 + 5 = sign with confidence · 3-4 = ask for senior follow-up call + Below 3 = walk. No matter how good the rest of the pitch sounded. + diff --git a/content/blog/agency-uses-ai-follow-up-questions/theatre-vs-direction.svg b/content/blog/agency-uses-ai-follow-up-questions/theatre-vs-direction.svg new file mode 100644 index 000000000..c0adeef5d --- /dev/null +++ b/content/blog/agency-uses-ai-follow-up-questions/theatre-vs-direction.svg @@ -0,0 +1,72 @@ + + + + + + + + + + AI Theatre vs. AI Direction - what the answers sound like + Same five questions. Two completely different conversations. + + + + + AI THEATRE (walk away) + Salesperson takes every question. No artifacts. + + Q1. + "Our developers use AI where + it makes sense. We are AI-native." + + Q2. + "It's all included in the rate. + Don't worry about token costs." + + Q3. + "We trust the model. Cursor + catches the obvious stuff." + + Q4. + "Our developers know what + packages to use." [confused look] + + Q5. + "We've never had an AI-related + incident. Our standards are high." + + Score: 0 / 5 + Polite no the same evening. + "Pausing to refine our requirements." + + + + + AI DIRECTION (sign with confidence) + Senior engineer pulls up real artifacts on screenshare. + + Q1. + "Cursor + Claude 4.5 Sonnet. + Here is PR #1247 from Tuesday." + + Q2. + "$140-$220 per dev per month. + SOW pass-through. Sample line below." + + Q3. + "Marcus reviewed PR #1247 - + flagged a hardcoded API key." + + Q4. + "Socket on every PR. Allowlist + in `Gemfile.policy`. Yes, slopsquatting." + + Q5. + "March 14: AI-generated webhook + retried 8x. Added idempotency key." + + Score: 5 / 5 + Ask for AI-project references next. + Internal AI policy in your inbox same day. + diff --git a/content/blog/ai-token-bill-dev-shop-pass-through-cost/cost-stack-per-developer.svg b/content/blog/ai-token-bill-dev-shop-pass-through-cost/cost-stack-per-developer.svg new file mode 100644 index 000000000..96e99b25e --- /dev/null +++ b/content/blog/ai-token-bill-dev-shop-pass-through-cost/cost-stack-per-developer.svg @@ -0,0 +1,62 @@ + + Per-developer monthly AI cost stack - 2026 ranges + Cursor seat $20 to $60. Anthropic API $30 to $200. OpenAI API $50 to $300. Disciplined team total around $80 to $120. Undisciplined team total $300 to $500. + + + + + + + What one developer costs you in AI tokens. Per month. + 2026 pass-through ranges. Above and beyond the hourly rate. + + + + $20-60 + Cursor / Copilot Enterprise seat + Per developer, fixed monthly. Easy to predict. + + + + $30-200 + Anthropic API (Claude Code) + Varies by usage discipline. Same dev = 7x range. + + + + $50-300 + OpenAI API (gpt-4o, o3) + Less common in 2026 if Claude Code dominates the team. + + + + = what hits your invoice each month per developer + + + + Disciplined team + $80 - $120 + per dev / month + Cursor + Claude Code + budget alerts at $150 + + + + Undisciplined team + $300 - $500 + per dev / month + 5 AI tools, no budget alerts, agent loops left running + + + Multiply by your team size. A 4-dev team at the right is $1,200-$2,000 / month before margin. + Red = base layer. Purple = optional second model. Green = predictable. Pink = surprise invoice. + diff --git a/content/blog/ai-token-bill-dev-shop-pass-through-cost/good-vs-bad-invoice.svg b/content/blog/ai-token-bill-dev-shop-pass-through-cost/good-vs-bad-invoice.svg new file mode 100644 index 000000000..c5aafbb1e --- /dev/null +++ b/content/blog/ai-token-bill-dev-shop-pass-through-cost/good-vs-bad-invoice.svg @@ -0,0 +1,110 @@ + + Good invoice vs bad invoice for AI pass-through costs + Left side: bad invoice with single AI Services line item, no breakdown, $2,340. Right side: good invoice with per-developer per-tool itemization adding to the same total. + + + + + + + One AI bill, two invoices. Only one lets you push back. + A 4-developer team in month 2. Read the right one. Reject the left one. + + + + + BAD - Reject this + + Acme Dev Shop - Invoice #1042 + For services rendered, October 2026 + + + Engineering hours (340 hrs) + $51,000 + + + Project management (40 hrs) + $6,000 + + + AI services (passthrough) + $2,340 + No breakdown. No tools named. No per-dev split. + + + Hosting and infra + $420 + + + Total due + $59,760 + + Question you cannot answer: + "Who used what AI tool to do what work?" + + When the AI line doubles in month 3, + you have nothing to push back on. + + Reject before you sign anything. + + + + + GOOD - Accept this + + Acme Dev Shop - Invoice #1042 + AI tooling pass-through, October 2026 + + + Maria Cursor seat + $40 + Maria Anthropic API (340K tokens) + $95 + + + Devon Cursor seat + $40 + Devon Anthropic API (3.1M tokens) + $870 + Devon OpenAI API (gpt-4o, 280K tok) + $185 + + + Priya Cursor seat + $40 + Priya Anthropic API (480K tokens) + $135 + + + Alex Cursor seat + $40 + Alex Anthropic API (390K tokens) + $110 + + + Budget alert threshold (per dev) + $300 + Pass-through margin + 0% + + + AI total + $1,985 + + Devon blew past $300 alert (Anthropic = $870). + You can ask: stuck ticket, agent loop left running, + or unsupervised experimentation? Conversation possible. + diff --git a/content/blog/ai-token-bill-dev-shop-pass-through-cost/index.md b/content/blog/ai-token-bill-dev-shop-pass-through-cost/index.md new file mode 100644 index 000000000..c6cf4ee98 --- /dev/null +++ b/content/blog/ai-token-bill-dev-shop-pass-through-cost/index.md @@ -0,0 +1,177 @@ +--- +title: "The AI Token Bill Your Agency Forgot" +description: "The pass-through OpenAI, Anthropic, and Cursor costs that creep into month-2 invoices. Predictable per-developer ranges plus 3 SOW clauses to redline now." +date: 2026-11-18 +draft: false +author: "JetThoughts Team" +slug: ai-token-bill-dev-shop-pass-through-cost +keywords: + - ai token bill agency pass through + - cursor anthropic openai cost developer + - sow ai cost clause founder + - ai pass through invoice itemization + - dev shop ai cost ranges 2026 +tags: + - founders + - non-technical-founder + - course-companion + - ai-era + - cost-management +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The AI Token Bill Your Agency Forgot to Mention" + og_description: "Pass-through Cursor, Anthropic, and OpenAI costs creep into month-2 invoices. Get predictable per-developer ranges plus 3 SOW clauses to redline now." +cover_image_alt: "JetThoughts course cover showing a stacked AI cost layer cake: Cursor seat, Anthropic API, OpenAI API, totaling per developer per month" +canonical_url: "https://jetthoughts.com/blog/ai-token-bill-dev-shop-pass-through-cost/" +related_posts: false +--- + +> **Module 7 · Step 2 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a signed agency contract OR a hire who claims "AI-augmented." Output: monthly AI cost predicted within ±20% + 3 contract clauses you add to the next SOW. + +A founder posted in r/SaaS last month: **"Our dev shop just sent the month-2 invoice. There's a $1,860 line called 'AI Services - passthrough.' We never agreed to this. The contract is for $14K/month flat. What is going on?"** The replies told her what the line was. None of them told her how to predict it for month 3. + +That is the gap this post closes. By the end of one coffee you will know the per-developer AI cost ranges that should be in your invoice, the formula that predicts your bill within ±20%, and the 3 clauses you paste into your next SOW so the surprise never happens again. + +![Per-developer AI cost stack: Cursor seat $20-60, Anthropic API $30-200, OpenAI API $50-300, with disciplined team total $80-120 and undisciplined $300-500 per dev per month](cost-stack-per-developer.svg) + +## Why this hits in month 2-3 + +Month 1 your invoice arrives clean. The agency is still negotiating, the team is staffing up, and AI usage is light because the developers are reading your codebase, not generating against it. Month 2 production starts. By month 3 the team is shipping daily, and one or two developers fall in love with Claude Code agent loops that run for 40 minutes against a hard ticket. The invoice arrives with a new line: "AI Services," "Tooling pass-through," or "Engineering AI." There is no breakdown. The number is between $800 and $4,000. The agency owner says "yeah we use AI now, it's industry standard." You sign it because the alternative is fighting about it for two weeks while the project stalls. + +That conversation is preventable in 20 minutes of contract reading and 10 minutes of math. The next 1,200 words show you how. + +## The 2026 cost ranges + +Three line items make up almost every dev shop's AI bill in 2026. Memorize the ranges and you can spot a wrong invoice in 30 seconds. + +### Per-developer Cursor (or Copilot Enterprise) seat: $20-$60/mo + +Cursor Pro is $20/month per seat ([Cursor pricing](https://cursor.com/pricing)). Cursor Business is $40/seat with admin controls and usage analytics. Cursor Ultra is $200/seat for heavy users. GitHub Copilot Enterprise sits at $39/seat ([GitHub Copilot pricing](https://github.com/features/copilot/plans)). Most agencies pick one - Cursor Business is the modal choice in 2026 because it bundles team admin and gives the agency owner a usage dashboard. This line is fixed and predictable. It should never surprise you. + +### Per-developer Anthropic API spend: $30-$200/mo + +This is where the variance starts. Claude Code (the terminal agent) uses the Anthropic API directly. A disciplined developer running 30-60 short prompts a day on Claude Sonnet 4.5 spends $30-80/month. A developer who fires off 5-minute agent loops on hard tickets - the kind where Claude reads 12 files and writes 400 lines of diff - can hit $150-200/month without trying. Sonnet 4.5 input is **$3 per million tokens**, output is **$15 per million tokens** ([Anthropic API pricing](https://www.anthropic.com/pricing)). One agent loop on a complex ticket can burn 200K-400K tokens in an afternoon. + +### Per-developer OpenAI API spend: $50-$300/mo + +Less common in 2026 since Claude Code dominates the agent-loop workflow, but teams that run Codex, gpt-4o for image-heavy tasks, or o3 for "deep thinking" tickets still see this. gpt-4o input is **$2.50 per million tokens**, output is **$10 per million** ([OpenAI API pricing](https://openai.com/api/pricing/)). o3 is dramatically more expensive on output tokens. Some agencies route a fraction of work to GPT for variety; others do not touch OpenAI at all. Ask which during the discovery call. + +### Total per developer: $80-$500/mo above the hourly rate + +The disciplined-team end of the range is **$80-$120/dev/month**: Cursor Business seat ($40), Claude Code with budget alerts ($60-80), no OpenAI. The undisciplined end is **$300-$500/dev/month**: 5 AI tools concurrent, no per-developer budget caps, agent loops left running on lunch break. Most dev shops in 2026 sit at the disciplined end if they are profitable, the undisciplined end if they are still figuring out their AI workflow. + +## The math: predict your bill + +Take your invoice in three numbers. + +**Formula:** + +> Monthly AI bill = (number of developers on your project) × (avg per-dev AI cost) × (1 + agency margin %) + +**Worked example:** 4 developers, disciplined team avg of $100/dev/month, 0% agency margin (per the SOW clause below), expected monthly AI line: **$400 ± 20% = $320 to $480**. If your month-2 invoice shows $1,800 on a 4-dev team, you have either an undisciplined developer (Devon in the invoice graphic below), an agency hiding 30% margin in the AI line, or both. Either is a conversation worth 15 minutes. + +**Same formula, different team:** 2 developers, mid-range avg of $200/dev/month (one of them runs heavy agent loops on hard tickets), expected monthly AI line: **$400 ± 20% = $320 to $480**. Same number, very different reasoning - which is why the per-dev breakdown matters more than the total. + +The trade-off you are accepting: ±20% is a wide band. AI usage is genuinely variable - a sprint full of refactoring tickets burns 2-3x more tokens than a sprint full of UI work. The point of the formula is not pinpoint accuracy; it is catching the 200%-over-estimate invoices that show up when nobody is watching. + +## The 3 contract clauses to add + +Paste these into your next SOW under "Pricing and Pass-Through Costs." If the agency redlines all three, that tells you something. If they accept all three with a shrug, that also tells you something useful. + +```mermaid +flowchart TD + A[Sign SOW with the 3 clauses] --> B[Predict bill: devs x avg x margin] + B --> C{Month-2 invoice arrives} + C -->|Within +/-20%| D[Pay it. Mark as baseline] + C -->|>20% over| E[Itemized breakdown required] + E --> F{Itemization explains it?} + F -->|Yes - Devon hit a hard ticket| G[Update budget alert. Continue] + F -->|No - margin or padding| H[Push back. Cite Clause 1] + D --> I[Quarterly: review dashboards under Clause 3] + G --> I + H --> I + I --> A +``` + +### Clause 1 - Pass-through caps + +> "AI tooling and API pass-through fees are billable at cost plus 0% margin. Total monthly AI pass-through is capped at $500 per developer per month without prior written approval from Client. Charges above the cap require an itemized written request and Client's signature before invoicing." + +What it does: blocks the agency from quietly marking up your AI bill 20-30% (yes, this happens) and gives you a per-dev ceiling that any reasonable team stays under without thinking about it. The "prior written approval" bit forces an email conversation before a $4,200 invoice surprise. + +### Clause 2 - Itemization + +> "Each monthly invoice itemizes AI tooling pass-through separately by developer and by tool (Cursor seat, Anthropic API, OpenAI API, other). The itemization shows tokens consumed per tool per developer for the period." + +What it does: makes the "AI Services - $1,860" line illegal. Instead you get the right-hand invoice in the graphic below. With per-dev itemization, when month-3 spikes, you know whether it is one developer on one hard ticket (workflow conversation) or a margin slipped in (contract conversation). + +![Two side-by-side invoices: bad invoice with single AI Services lump line ($2,340 hidden in $59,760 total). Good invoice with per-developer per-tool itemization showing Devon at $1,055 with a $300 budget alert breach.](good-vs-bad-invoice.svg) + +### Clause 3 - Visibility + +> "Client receives read-only access to the Anthropic Console, OpenAI Platform, and Cursor admin billing dashboards for the project workspace, scoped to project usage. Access provisioned within 5 business days of contract execution." + +What it does: collapses the information asymmetry. You see the dashboards the agency sees. When Anthropic rolls out a new model that is 40% cheaper on the same workload, you spot it before the agency does. When usage spikes on a Tuesday, you can see which developer and which day without asking. The agency that refuses this clause is telling you they want the asymmetry. + +The trade-off: provisioning read-only project access takes 5-30 minutes per platform. An agency with 12 active clients adds an hour or two of admin per month. That is the cost of trust - cheap. + +## The Rails / Django / Laravel angle + +A typical full-stack Rails or Django team using Cursor Business + Claude Code + occasional Sentry AI sits at **$80-$120/developer/month**. The work is repetitive enough (CRUD, migrations, controllers, forms, tests) that prompt patterns get short and reused. Token spend stays predictable. + +The team that experiments with 5 AI tools - Cursor + Claude Code + Cline + Aider + a self-hosted local model with a wrapper - ends up at **$300-$500/developer/month** and the agency cannot tell you which tool produced which PR. That is not an AI problem; it is a workflow problem the AI bill is exposing. Ask which tools the team has standardized on. A team that says "all our seniors run Claude Code, Cursor for the juniors, Sentry AI for incident triage" is in control. A team that says "everyone uses what works for them" is staffing your project from a tool buffet you are paying for. + +The framework matters less than the standardization. A Laravel team running one model for 80% of work + a fallback for one workflow looks identical to a Rails team doing the same. A Django team running a different combination per developer looks identical to a Rails team doing the same chaos. + +## What to do tomorrow + +Three actions. In order. + +- **Open your last 3 invoices and find the AI line.** If there isn't one, ask in writing: "What is your team's average AI tooling spend per developer per month, and where is it billed?" If the answer is "we absorb it" or "it's in the rate," ask for a written breakdown of the rate showing the AI carve-out. The breakdown either exists or the agency is improvising; both answers are useful. +- **Calculate your expected month-3 bill using the formula above.** Write it in a Notion doc with a date. When month 3 arrives, compare. If actual is within ±20% of predicted, the agency is being straight with you. If actual is 50% over, you have a conversation, not an argument, because you have a number to start from. +- **Open your in-flight SOW redline (or your next one) and paste the 3 clauses under "Pricing."** Send the redline back the same day. The agency that returns the SOW with all 3 accepted is telling you they have the workflow already. The agency that accepts 2 of 3 is negotiating in good faith. The agency that strikes all 3 is telling you to walk. + +> AI tooling is not magic - it is a metered utility. Every agency in 2026 should be able to tell you per-developer Cursor seat plus Anthropic API plus OpenAI API to two significant figures. The ones that cannot are billing you for their own learning curve. + +## Continue the course + +This is **Module 7 · Step 2 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| **7** | **Manage AI-Era Risks** ← you are here | **AI interrogation system** | + +**In Module 7 · Manage AI-Era Risks**: 7.1 ["We Use AI": 5 Follow-Up Questions for Your Agency](/blog/agency-ai-five-questions/) · 7.2 **The AI Token Bill Your Agency Forgot to Mention** ← you are here · 7.3 Slopsquatting and the AI Supply-Chain Attack (coming). + +Bring back next week: an itemized AI line on your month-3 invoice, the predicted-vs-actual delta, and a redlined SOW with the 3 clauses inserted. Module 7.3 covers what happens when the AI suggests a package name that does not exist - and how to stop your team from installing it. + +## Further reading + +- [Anthropic API pricing](https://www.anthropic.com/pricing) - the canonical Sonnet, Opus, and Haiku per-million-token rates. Read the input vs output split; it is where most invoice surprises live. +- [OpenAI API pricing](https://openai.com/api/pricing/) - the gpt-4o, o3, and o1 per-token rates. Note the cached input rates if your team uses prompt caching aggressively. +- [Cursor pricing](https://cursor.com/pricing) - Pro, Business, and Ultra tiers. Business is the modal agency choice in 2026. +- [GitHub Copilot pricing](https://github.com/features/copilot/plans) - Individual, Business, Enterprise. The fallback for teams that have not switched to Claude Code. +- The Pragmatic Engineer, [The state of AI coding tools in 2025](https://newsletter.pragmaticengineer.com/p/state-ai-coding-tools-2025) - per-developer spend ranges from a survey of senior engineers, useful for sanity-checking the numbers above. +- Simon Willison, [Pelican on a bicycle benchmarks](https://simonwillison.net/2024/Oct/25/llm-pricing/) - running cost comparison across models with public token-cost ranges. +- Latent Space, [The AI engineer's stack 2026](https://www.latent.space/p/ai-engineer-stack) - which model and tool combinations large engineering orgs settle on, with cost commentary. + +Related course posts: +- ["We Use AI": 5 Follow-Up Questions for Your Agency](/blog/agency-ai-five-questions/) - Module 7.1 sister post; the 5-question script for AI theatre detection includes the cost question this post expands. +- [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) - Module 4B contract reading guide; pair with the 3 AI clauses above when redlining your next SOW. +- [The Quality Tax for AI MVPs](/blog/quality-tax-ai-mvp-cost/) - the rebuild bill that arrives when AI-generated code meets production load nobody planned for. +- [The Hidden Cost of Poor Vendor Management](/blog/hidden-cost-poor-development-vendor-management-fix/) - the broader pattern: surprise line items follow the contracts you did not read carefully. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/asked-simple-admin-panel-built-spaceship/file-touch-heatmap.svg b/content/blog/asked-simple-admin-panel-built-spaceship/file-touch-heatmap.svg new file mode 100644 index 000000000..77d3fbd7a --- /dev/null +++ b/content/blog/asked-simple-admin-panel-built-spaceship/file-touch-heatmap.svg @@ -0,0 +1,100 @@ + + File-touch heatmap across 6 weeks of a sprint + A grid of 6 weeks by 5 days showing files-changed per merged PR. Green cells under 20, yellow 20-50, red over 50. Red cells cluster in week 2 and week 4, marking where the build audit should have fired. + + + Files changed per merged PR (6-week sprint) + Read each cell. Yellow = check. Red = audit fires. + + + Mon + Tue + Wed + Thu + Fri + + + + Week 1 + + 4 + + 7 + + 3 + + 9 + + 6 + on the brief + + + Week 2 + + 11 + + 28 + + 62 + + 47 + + 88 + audit fires + + + Week 3 + + 22 + + 35 + + 14 + + 8 + + 5 + recovery + + + Week 4 + + 12 + + 31 + + 74 + + 120 + + 95 + audit fires + + + Week 5 + + 42 + + 78 + + 110 + + 63 + + 140 + spaceship lands + + + + ≤20 (clean) + + 21-50 (check) + + >50 (audit fires) + diff --git a/content/blog/asked-simple-admin-panel-built-spaceship/index.md b/content/blog/asked-simple-admin-panel-built-spaceship/index.md new file mode 100644 index 000000000..a69dfacd7 --- /dev/null +++ b/content/blog/asked-simple-admin-panel-built-spaceship/index.md @@ -0,0 +1,171 @@ +--- +title: "The Spaceship Audit: Catch Overbuild Early" +description: "By week 8 the demo is too heavy to fix. Three numbers from your repo dashboard tell you by week 2 whether your team is building a spaceship from a simple spec." +date: 2026-10-21 +author: "JetThoughts Team" +slug: asked-simple-admin-panel-built-spaceship +keywords: + - mid sprint audit overbuilding + - catch over engineering early + - founder repo dashboard checks + - prevent admin panel spaceship build + - rails dependency drift signal +tags: + - founders + - non-technical-founder + - course-companion + - oversight +categories: ["Founders"] +cover_image: cover.png +images: + - cover.png +seo: + og_title: "The Spaceship Audit: Catch Overbuild Early" + og_description: "By week 8 the demo is too heavy to fix. Three numbers from your repo dashboard tell you by week 2 whether your team is building a spaceship from a simple spec." +cover_image_alt: "JetThoughts cover showing two GitHub PR screenshots side by side: a 4-file diff on the left labeled 'Week 1: clean' and a 47-file diff on the right labeled 'Week 2: spaceship' with a red audit-stop icon between them" +canonical_url: "https://jetthoughts.com/blog/asked-simple-admin-panel-built-spaceship/" +--- + +> **Module 5 · Step 6 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: an outcome-shaped Vibe PRD (from [Module 2.3](/blog/stop-specifying-features-start-outcomes/)) and a team mid-build. Output: a 3-question audit you run every Friday that catches over-engineering by week 2 of the sprint, not week 8 at the demo. + +Open two browser tabs side by side. Left tab: the team's first PR from week one. Files changed: 4. Lines: +120, -8. The diff fits on one screen and you can read it. Right tab: the team's most recent PR from yesterday. Files changed: 47. Lines: +3,200, -180. Three new gems in the Gemfile. A new `app/services/` directory with eight files. A `docker-compose.yml` that now boots Redis, Sidekiq, Elasticsearch, and a service called `event-bus`. The PR title still says *"Add hide button to posts."* + +You wrote a one-page outcome-shaped Vibe PRD in [Module 2.3](/blog/stop-specifying-features-start-outcomes/). The team agreed. Then they built a spaceship anyway. This chapter is about catching the spaceship at week two, when the diff is still small enough to reverse, instead of week eight at the demo, when the only honest move is to throw it out. + +![Two side-by-side GitHub PR screenshots: the left shows a clean 4-file diff labeled Week 1, the right shows a 47-file sprawling diff labeled Week 2, with a red AUDIT STOP icon and an arrow pointing from the right back to the left](pr-comparison.svg) + +## Why teams build spaceships from clean specs + +Module 2.3 fixes the spec. This chapter fixes the build, because three forces still push the team toward overbuild even when the brief is tight. + +The first force is the resume. Adding a Sidekiq queue, an event bus, and a search service to a CRUD app is more interesting on a CV than adding one boolean column. A senior dev rotating off your project in six months is unconsciously building the next interview, and "I shipped the auth + permissions + audit-log system at $startup" reads better in the write-up than "I added a `hidden: boolean` column." The brief said boolean. The career path said system. + +The second force is the AI agent default. Cursor and Claude Code, when handed a vague nudge in chat ("we'll need this to scale eventually"), generate the bigger thing. They were trained on millions of GitHub repos that lean enterprise, and the median Rails app in their training set has Sidekiq, Devise, Pundit, and a service layer. The agent is not lying when it suggests adding all four to your boolean-column build. It is autocompleting from the median repo it has seen. The [Veracode 2025 GenAI study](https://www.veracode.com/blog/genai-code-security-report/) flagged 45% of LLM-generated code as carrying at least one exploitable flaw - and the rate climbs in proportion to how much scope the agent had to invent. Every gem the agent adds without you asking is scope it invented. + +The third force is the senior dev who can't push back fast enough. The agency you hired in [Module 4B](/blog/reading-sow-clause-by-clause/) staffed your project with a senior who is also covering four other accounts. When the junior on your project asks in Slack at 11am, "should I add Sidekiq to handle the background hide?" the senior has a meeting at 11:05 and types "yeah sounds good" instead of opening the PRD and asking why a synchronous controller action needs a queue. Two weeks later the queue is in production and removing it is a refactor. + +None of these forces care about your brief. They run in parallel to it. The audit below catches them before they compound. + +## The 3 mid-sprint audit questions + +Run these every Friday on your repo. You do not need to read code. You need to look at three numbers and one URL. Total time: about ten minutes. + +### Question 1 - How many files were touched in the last 5 PRs? + +Open GitHub. Sort PRs by most recently merged. Add up "Files changed" on the last five. If the total is over 100, or if any single PR is over 20 files, your team is in scope drift. + +A PR that touches 20+ files is rarely doing one thing. It is adding the feature you asked for plus a refactor the dev wanted to do plus a config change for the new gem they imported plus a test infrastructure change. Each addition is defensible alone. Together they are the spaceship growing one PR at a time, with no single PR big enough to argue about. The senior reviewer signs off because each diff "looks fine," and by the time someone asks "wait, when did we add Elasticsearch?" the answer is three PRs ago. + +The fix when this number trips: ask the team to split the next PR into the smallest unit that ships value. Most large PRs split cleanly into 3 or 4 small ones, and the act of splitting forces the team to delete the parts that were never on the brief. Basecamp's [Shape Up](https://basecamp.com/shapeup/3.5-chapter-13#the-circuit-breaker) calls this the circuit breaker - cap the appetite, and the build collapses to fit. + +### Question 2 - How many new dependencies were added this sprint? + +Open the `Gemfile` (Rails), `requirements.txt` or `pyproject.toml` (Django), `composer.json` (Laravel), and `package.json`. Look at the git history for the file: `git log --since="2 weeks ago" --oneline -- Gemfile`. Count the lines added. + +If the team added more than three new dependencies in two weeks, stop and ask what each one solves. Every dependency is a long-term cost: security patches, version bumps, supply-chain risk, removal pain. Three dependencies in two weeks is the boundary between "we needed a library" and "we are adopting an architecture." A team that adds Sidekiq, Redis, Devise, Pundit, and Elasticsearch in one sprint has just made every future deploy slower, every onboarding longer, and every salvage-vs-rebuild call harder. + +The fix: for each new dependency, ask the senior dev to name the one outcome from the PRD it serves. If the answer is "we'll need it later" or "best practice," the dependency goes back out. The standard library or the framework defaults solve more than agencies admit. DHH's argument in [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) is that Rails ships with most of what a small team actually needs, and that every gem added without a named outcome is a tax. + +### Question 3 - Is the staging URL still 1-click reachable for me? + +Open the staging URL the team gave you in [Module 4](/blog/the-friday-demo-rule/). Time how long it takes from "click the link" to "I am logged in and looking at the new feature." + +If staging used to load in two seconds and now takes twelve, or if you now need a VPN, or if the team says "you need to ssh-tunnel through bastion to reach it," or if there is a new login screen with a TOTP step that did not exist last week, your team has added a complexity layer between you and the build. Sometimes there is a real reason - a real customer is on staging now, or a security audit demanded it. Most of the time it is the new infrastructure (the Kubernetes cluster, the service mesh, the Cloudflare Zero Trust setup) that someone added because the brief said "we'll need this to scale" and they took it as a green light. + +The slowed-down staging is the leading signal that the build has acquired infrastructure that was not on the brief. The fix: ask why the staging URL changed shape this sprint, and require any answer that is not "a real customer arrived" to point back at a line in the PRD. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start["Friday morning
    Open the repo"] + Start --> Q1{"Q1: Last 5 PRs
    ≤100 files total
    and ≤20 per PR?"} + Q1 -- "Yes" --> Q2{"Q2: ≤3 new
    deps this sprint?"} + Q1 -- "No - drift" --> A1["Pause sprint.
    Ask team to split
    next PR into ≤5 files."] + Q2 -- "Yes" --> Q3{"Q3: Staging URL
    1-click reachable
    in ≤3 sec?"} + Q2 -- "No - architecture creep" --> A2["For each new dep,
    ask: which PRD
    line does it serve?"] + Q3 -- "Yes" --> Pass["Sprint is on the brief.
    Continue."] + Q3 -- "No - infra layer" --> A3["Ask: why did staging
    change shape?
    Point at PRD line."] + A1 --> Cut["30-min 'what should we cut' call"] + A2 --> Cut + A3 --> Cut + Cut --> Decide["Kill, freeze, or keep
    each questioned piece"] + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#fafafa,stroke:#666,stroke-width:2px,color:#1a1a1a + class Pass good + class A1,A2,A3,Cut bad + class Start,Q1,Q2,Q3,Decide neutral +``` + +## What to do when the audit fires + +A failing audit is not a fire-the-team moment. It is a thirty-minute "what should we cut" call, scheduled for the same afternoon. + +Open the call with the PRD on the screen and the failing number on a second screen. Pick the largest PR, the loudest dependency, or the slowest staging change. Ask the team three questions in order: "Which PRD outcome does this serve? Could the cheapest version of that outcome ship without it? What would we lose if we deleted it today?" Most of the time the answer to the second question is yes and the answer to the third question is "nothing the user would notice this month." + +The decision after the call is one of three labels. **Kill** - revert the PR or remove the dependency this afternoon. Cheap because the diff is two weeks old and nobody depends on it yet. **Freeze** - keep the code in the repo but turn off the feature behind a flag, defer the dependency upgrade, leave the new infrastructure unused until a real outcome demands it. **Keep** - the team makes the case that the addition is on the brief, and you accept it. Write down what changed in the PRD so the brief stays the source of truth. + +The cost of the audit if everything is fine is ten minutes. The cost of skipping the audit when something is wrong is the demo at week eight where you are looking at a spaceship and the only honest options are throw it out or live with it. + +## The Rails / Django / Laravel angle + +A small full-stack team building inside the framework defaults is hard to overbuild. The framework limits what is easy. A Rails team using ActiveRecord, ActionController, and ActiveJob is moving fast inside a small box. A Django team using `models.py`, `views.py`, and `django-q` for the rare async job is in the same box. A Laravel team with Eloquent, controllers, and the queue facade likewise. + +The spaceship signal is the day that team starts importing infrastructure the framework does not need. A Rails team that suddenly adds Sidekiq plus an event bus (Hutch, Karafka) plus Elasticsearch plus a separate authorization service is not extending Rails - they are leaving it. They have decided, usually without telling you, that your two-thousand-user CRUD app needs the architecture of a Shopify-scale system. Every audit question above will trip simultaneously: PRs grew, dependencies multiplied, staging now needs a service mesh. + +The fix is not to ban the architecture forever. The fix is to ask which user-facing outcome from your PRD demands it this sprint. If the team can name an outcome - "we have 50,000 events per minute and the request thread is timing out" - the architecture is on the brief and the audit moves on. If the team cannot name an outcome, the architecture is the resume talking, and it goes into Freeze or Kill until the outcome shows up. We covered the same logic for the spec in [Module 2.3](/blog/stop-specifying-features-start-outcomes/) - the framework defaults are the simplest path the brief is allowed to take. + +## Run the 5.5 ownership audit and the 5.6 build audit on different Fridays + +[Module 5.5](/blog/who-owns-your-github-aws-database/) gave you the ownership audit: GitHub admin, AWS root, Stripe owner, domain registrar, all in your name. That audit catches the political risk - the day the agency leaves and you cannot log in. This 5.6 audit catches the technical risk - the day the build is too heavy to land safely. + +Run them on alternating Fridays. Week one: ownership audit. Week three: build audit. Week five: ownership again. Week seven: build again. By month three you have walked through both audits twice, which is enough to catch most of the failure modes Modules 5.1 through 5.6 have warned about. Both audits live in the same place: a repeating calendar event called *Build oversight Friday*, with the two checklists pinned in the description. + +The ownership audit and the build audit have the same shape: small numbers you can read in ten minutes that tell you whether something off-brief is accumulating. Neither asks you to read code. Both prevent the month-eight surprise that is the alternative. + +## What to do tomorrow + +- **Open GitHub. Sort PRs by most recently merged. Add up "Files changed" on the last five.** Note the total and the largest single PR. If the total is over 100 or any single PR is over 20 files, your audit has already fired and you have not even started Friday yet. +- **Open the `Gemfile` (or `requirements.txt`, `pyproject.toml`, `composer.json`) and run `git log --since="2 weeks ago" -- `.** Count new dependencies added in the last two weeks. Three or fewer is fine. Four or more goes on the next Friday call agenda. +- **Click the staging URL and time it.** Note the seconds from click to logged in. Add a calendar event called *Build oversight Friday* repeating weekly, alternating ownership audit (5.5) and build audit (5.6) in the description. + +> Outcome-shaped briefs prevent the spaceship at the spec stage. The Friday build audit catches the spaceship the team is building anyway. Two numbers and one URL. Ten minutes. Every week. + +Module 5 closes here. Module 6 (When Things Break) is where the Salvage vs Rebuild decision tree picks up if you ran into this chapter too late and the spaceship is already in the demo. + +![Sketchy SVG heatmap showing six weeks of file-touch counts: green cells under 20, yellow cells 20-50, red cells over 50, with the red cells clustered in week 2 and week 4 indicating where the audit should have fired](file-touch-heatmap.svg) + +## Continue the course + +This is **Module 5 · Step 6 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 5 (Manage Your Build) closes with this post. Module 6 (When Things Break) is next. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here (now closed) | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 [The Org Chart Your Dev Shop Won't Draw](/blog/engineering-org-chart-non-technical-founder/) · 5.2 The Friday Demo Rule · 5.3 [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) · 5.4 The Plain-English Weekly Dev Report · 5.5 [Who Owns Your GitHub, AWS, and Database?](/blog/who-owns-your-github-aws-database/) · 5.6 **The Spaceship Audit: Catch Overbuild Early** ← you are here. **Module 5 is now closed.** Graduate to Module 6 when your *Build oversight Friday* calendar event has run twice. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Basecamp / Ryan Singer, [Shape Up - The Circuit Breaker](https://basecamp.com/shapeup/3.5-chapter-13#the-circuit-breaker) - the chapter on capping appetite at six weeks and killing the project rather than letting scope creep. The audit above is the founder-side version of the same circuit. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the case for staying inside Rails defaults so one developer can own the whole stack. The yardstick for "do we really need this gem?" +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable flaw, and the flaw rate scales with how much scope the agent had to invent. Every unaudited dependency the agent added is unaudited code in your repo. +- Martin Fowler, [Yagni](https://martinfowler.com/bliki/Yagni.html) - the canonical 2015 essay on "you aren't gonna need it." The build audit is YAGNI applied at the PR level instead of the line level. +- Stripe, [The Developer Coefficient (2018)](https://stripe.com/files/reports/the-developer-coefficient.pdf) - reports developers spend 17 hours a week on maintenance debt. Every dependency added without a named outcome is a contributor to that 17 hours. +- GitHub, [Insights: Pulse and code frequency](https://docs.github.com/en/repositories/viewing-activity-and-data-for-your-repository/viewing-a-summary-of-repository-activity) - the built-in dashboard most founders never open. The "files changed" and "code frequency" charts make the audit numbers above readable in 30 seconds without a single git command. + +--- + +*Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/).* diff --git a/content/blog/asked-simple-admin-panel-built-spaceship/pr-comparison.svg b/content/blog/asked-simple-admin-panel-built-spaceship/pr-comparison.svg new file mode 100644 index 000000000..54b11fef3 --- /dev/null +++ b/content/blog/asked-simple-admin-panel-built-spaceship/pr-comparison.svg @@ -0,0 +1,78 @@ + + Two GitHub PR diffs side by side + Left: a clean week-1 PR with 4 files changed. Right: a sprawling week-2 PR with 47 files changed. A red AUDIT STOP icon between them with an arrow pointing back to the clean side. + + + + + Week 1: clean + PR #12 - Add hide button to posts + 4 + files changed + +120 + -8 + + + app/models/post.rb + +1 + app/controllers/posts_controller.rb + +6 + app/views/posts/show.html.erb + +3 + db/migrate/..add_hidden_to_posts.rb + +5 + + Reads in 30 seconds. + Reverts in 1 click. + On the brief. + + + + + AUDIT + STOP + + + + + + Friday audit + fires here + + + + Week 2: spaceship + PR #29 - Add hide button to posts + 47 + files changed + +3,200 + -180 + + + Gemfile (+sidekiq, devise, pundit) + +12 + docker-compose.yml (+redis, +es) + +38 + app/services/ (8 new files) + +612 + app/policies/ (5 new files) + +340 + config/initializers/ (4 new) + +96 + + 28 more files... + + Reads in 2 hours. + Reverts in 4 days. + Off the brief. + diff --git a/content/blog/cheap-developers-expensive-without-cto-review/12-month-true-cost.svg b/content/blog/cheap-developers-expensive-without-cto-review/12-month-true-cost.svg new file mode 100644 index 000000000..d3d3e2804 --- /dev/null +++ b/content/blog/cheap-developers-expensive-without-cto-review/12-month-true-cost.svg @@ -0,0 +1,71 @@ + + + 12-month true cost: $25/hr cheap freelancer vs $40/hr framework-experienced engineer + Two stacked-cost columns. Left column shows a $25/hr cheap hire that compounds to $58,500 over 12 months once rebuild, agency rescue, and lost runway are added. Right column shows a $40/hr Rails-experienced engineer that stays at $38,400 with no rebuild required. + + + + + + + + + + + + + + + 12-month true cost: cheap vs framework-experienced + $25/hr (spaghetti) vs $40/hr (Rails) - 30 hrs/wk for 52 weeks + + + + + + $25/hr freelancer + 5 parallel projects, no Cursor, no review + + + + Base wages: $39,000 + + + Rebuild (month 7): $14,000 + + + Lost runway: $5,500 + + + TOTAL: $58,500 + + 4 months of lost product + + + + + + $40/hr Rails engineer + 7 yrs framework experience, Cursor user, PR review + + + Base wages: $62,400 + + + Fractional CTO review: $6,000 + + + + Rebuild cost: $0 + + + TOTAL: $68,400 + Working product, no rescue + + + + cheap hire is $10K wages + + $19,500 in rescue costs + + + Assumes 30 hrs/wk × 52 wks. Rebuild cost is the median JetThoughts has seen across cheap-hire rescues 2024-2026. + diff --git a/content/blog/cheap-developers-expensive-without-cto-review/index.md b/content/blog/cheap-developers-expensive-without-cto-review/index.md new file mode 100644 index 000000000..7bedb975f --- /dev/null +++ b/content/blog/cheap-developers-expensive-without-cto-review/index.md @@ -0,0 +1,166 @@ +--- +title: "When Cheap Developers Get Expensive" +description: "A $25/hr freelancer plus a Werkstudent plus no Fractional CTO PR review equals a $50K rebuild. Three cheap-hire traps and one case the cheap hire is right." +date: 2026-09-23 +draft: false +author: "JetThoughts Team" +slug: cheap-developers-expensive-without-cto-review +keywords: + - cheap developer rebuild cost founder + - werkstudent germany hire engineer + - non technical founder hourly rate trap + - fractional cto pr review junior + - when to hire freelance developer point task +tags: + - founders + - non-technical-founder + - course-companion + - hiring +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "When Cheap Developers Get Expensive (and When Cheap Is Right)" + og_description: "A $25/hr freelancer plus a Werkstudent plus no Fractional CTO PR review equals a $50K rebuild. Three cheap-hire traps and one case the cheap hire is right." +cover_image_alt: "JetThoughts blog cover for When Cheap Developers Get Expensive showing a hand-drawn ledger with a $10K invoice on the left and a $50K rebuild bill on the right with a red arrow between them" +canonical_url: "https://jetthoughts.com/blog/cheap-developers-expensive-without-cto-review/" +related_posts: false +--- + +> **Module 4B · Step 3 of 4** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a hiring shortlist (from Module 4B.2 interviews). Output: a clear-eyed view of what "cheap" actually costs over 12 months. + +**EUR 10,800 in invoices over twelve weeks. EUR 47,000 to make the codebase shippable.** A Berlin founder paid a TU Berlin Werkstudent EUR 18/hr and a Pakistan Upwork freelancer $22/hr until mid-July, when the student vanished into Klausurenphase for six weeks and the freelancer's "quick refactor" broke checkout. The cheap hires were not the cause of the rebuild. The missing Fractional CTO PR-review hour was. + +![Three hand-drawn warning panels showing the three cheap-hire traps that compound to a $50K rebuild: hourly-rate-only thinking, German Werkstudent with the 20-hour cap, and no Fractional CTO bridge.](three-traps.svg) + +## Why this matters in 2026 + +The 2026 hire market gives a non-technical founder a real choice between a $25/hr generalist on Upwork, a $40/hr Tier-2 India engineer with seven years of Rails, a $400/wk Fractional CTO who reads every PR, and a $185K San Francisco Senior who has never opened Cursor. The cheap-end options look survivable on a 12-week budget spreadsheet. They stop looking survivable the day a senior engineer opens the codebase. The [Russian-source ecosystem research](https://medium.com/predict/offshore-software-development-in-2026-the-definitive-guide-d81f3e822c95) and [Veracode's GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) line up on the same point: 45% of LLM-generated code ships at least one exploitable security flaw, and the cost of a wrong-fit cheap hire compounds across rebuild, lost runway, and the founder hours spent firefighting. Three traps catch most pre-seed founders. One scenario makes cheap the right answer. + +## Trap 1: hourly-rate-only thinking + +The cheapest column in the spreadsheet wins the role. The founder picks the $25/hr Upwork freelancer over the $40/hr Tier-2 India engineer because the math reads "save $15 an hour times 30 hours a week times 52 weeks equals $23,400 a year." The math is correct. The math is also irrelevant. + +A $25/hr freelancer in 2026 is almost always running 5 parallel projects to keep their effective income above $4,000 a month. They context-switch hourly. They write code that compiles, ships, and breaks two weeks later. The Russian-source research summarises the failure mode in one sentence: a cheap hire produces working code that one senior engineer eventually has to rebuild in full because the architecture cannot hold a second feature. + +The $40/hr Rails engineer in Coimbatore or Indore at the same 30 hrs/wk does three things the $25/hr freelancer does not. They run failing tests before they write code. They open one project at a time. They direct Cursor or Claude Code with a `.cursorrules` file the founder can read. The 60% rate premium buys 4x the architectural longevity. The math the founder should run is twelve-month total cost, including the rebuild, not the line-item hourly rate. + +![Two stacked-cost columns over 12 months. The $25/hr freelancer column compounds to $58,500 once the rebuild and lost runway are added; the $40/hr Rails engineer column lands at $68,400 with no rebuild required and a working product.](12-month-true-cost.svg) + +The chart looks close on the bottom-line dollar number. The product outcome is not close. The cheap-hire column ends month seven with a rebuild quote and a four-month gap in the roadmap. The $40/hr column ends month seven with a working product and a paying user list. The founder who optimises for the hourly rate buys the spreadsheet, not the product. + +## Trap 2: working-student / Werkstudent + +The Werkstudent contract in Germany caps a working student at 20 hours per week during the lecture period under the [Werkstudentenprivileg rules](https://www.bmas.de/EN/Topics/Foreign-Workers-and-Migrants/working-students.html), with the social-insurance exemption hinged on staying under 20 hrs/wk averaged across the semester. The student also disappears for two to four weeks during Klausurenphase (exam blackout) at the end of each semester. A founder who hires a Werkstudent as the lead engineer is signing up for two known service interruptions per year, each timed to coincide with the worst possible point in the product calendar. The same trap exists outside Germany under different names: the UK [Tier 4 visa 20-hour cap](https://www.gov.uk/student-visa/work) for international students, the US F-1 visa 20-hour on-campus cap, the French RAFP cap. + +The second failure mode is structural. A computer-science student who has never shipped to production over-engineers everything for resume value. They build the contractor-match service as three microservices because they want to put "microservices architecture" on their CV. They pick MongoDB over Postgres because "NoSQL" sounds modern. They wire Kafka into a 200-user app because the YouTube tutorial they watched used Kafka. The founder cannot push back because the founder does not have the senior judgment in the room. The student ships an MVP that looks impressive on a screenshare and falls apart the day the second engineer joins the codebase. + +The cap, the blackouts, and the resume-padding all compound. A Werkstudent at EUR 18 an hour saves the founder EUR 1,500 a month versus a EUR 40 an hour Tier-2 India engineer. The Werkstudent also costs the founder a six-week gap mid-summer, a microservices migration that nobody asked for, and an MVP that an actual senior engineer has to rewrite in Rails before it can hold a paying customer. The salvage cost dwarfs the saved wages. + +## Trap 3: no Fractional CTO bridge + +A junior engineer reviewing their own pull requests catches nothing. A $25/hr freelancer reviewing their own PRs catches less. A Werkstudent reviewing their own PRs is a code-review process where the most senior person in the room is a third-year undergraduate. The founder is non-technical by definition. Without a senior reader on the codebase, the bugs compound in silence. + +The compounding is the part founders underestimate. An n+1 query in line 47 of `ContractorsController#match` does not break anything in week one when there are eight rows in the contractors table. It breaks in week eighteen when there are 1,800 rows and the page takes nine seconds to load. The auth bypass on the admin route shipped in PR #47 does not break anything until a curious user types `/admin` into the URL bar. The hardcoded API key in `config/database.yml` does not break anything until a junior engineer pushes the repo public to demo a side feature. None of these are caught by tests because nobody is writing tests. None of these are caught by review because nobody is doing review. + +The [Fractional CTO bridge from Module 3.2](/blog/fractional-cto-bridge-5-hours-week/) is the structural fix. $400 to $600 a week buys two hours of PR review per week, one hour of architecture review on Monday, one hour of founder coaching on Friday, plus one flex hour for hiring screens. The Veracode report's [45% security-flaw rate in LLM-generated code](https://www.veracode.com/blog/genai-code-security-report/) is the rate at which a senior reviewer earns their week. The fractional cost is roughly equivalent to one extra week of the cheap freelancer's wages per month. The reduction in rebuild risk is the difference between shipping the product and shipping the rebuild. + +## When the cheap hire IS right + +Three scoped cases. None of them are "build my product." + +- **A logo or brand mark.** Find the $35/hr Upwork designer with five-star reviews and ship in a week. +- **A single Carrd or Framer landing page.** A $40/hr freelancer with portfolio receipts, three days, done. The page is not load-bearing infrastructure. +- **A scoped one-week feature with a written acceptance criterion.** A nightly Notion-to-Slack bridge. A one-off scraper that pulls 200 rows out of an FAQ and dumps them into a CSV. A Stripe checkout that uses Stripe's hosted page so your contractor does not need to touch your auth system. + +The pattern is simple: the cheap hire is right when the work is bounded, replaceable, and not on the critical path. Anything load-bearing (payments, auth, multi-tenant data, a third-party integration with retry logic, a database migration) goes to the framework-experienced engineer reviewed by the Fractional CTO. The Upwork hire ships the logo. The $40/hr Rails engineer ships the product. They are not interchangeable. + +## The Rails / Django / Laravel angle + +A $40 an hour Rails-experienced engineer in Indore beats a $25 an hour resume-padding generalist in any geography. Framework experience is the load-bearing variable, not the geography or the rate. A 7-year Rails engineer who has shipped 12 production apps directs Cursor against your codebase by lunchtime on day one. A generalist who learned React from a YouTube playlist last year takes three weeks to figure out where the routes live and ships a microservices proposal at the end of week one because that is the only architecture they know how to draw. + +DHH calls Rails the [one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) for a reason: when the framework hides the plumbing, one engineer ships in a week what the resume-driven path ships in a month. Django and Laravel work the same way. The framework filter belongs upstream of the rate filter. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the bigger the architecture word the cheap hire proposes, the smaller the validated problem they are usually building it for. + +## Decision: cheap, framework-experienced, or framework-experienced + Fractional CTO? + +Run the work through the routing below before posting the role on Upwork. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["You have a hiring shortlist (Module 4B.2).
    Pick the routing for the work."]) + Start --> Q1{"Q1. Is the task bounded, replaceable,
    and OFF the critical path?
    (logo, landing page, one-week scraper)"} + Q1 -->|Yes| Cheap["Cheap point-task hire.
    $25-$45/hr Upwork freelancer.
    Scoped SOW. Done in a week."] + Q1 -->|No| Q2{"Q2. Is the work load-bearing?
    (payments, auth, multi-tenant data,
    third-party integrations with retry logic)"} + Q2 -->|Yes| Q3{"Q3. Do you already have a senior
    reviewer on every PR?"} + Q2 -->|No, scoped feature| Framework["Framework-experienced engineer.
    $40-$80/hr Tier-2 India / LATAM.
    Rails / Django / Laravel native."] + Q3 -->|No| Bridge["Framework-experienced engineer
    + Fractional CTO ($400-$600/wk).
    The bridge from Module 3.2."] + Q3 -->|Yes, in-house or fractional| Framework + Start -.->|"Werkstudent / 20-hr cap student?"| Avoid["Avoid as lead engineer.
    Use only as scoped contributor
    under a senior reviewer."] + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef question fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef cheap fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef framework fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bridge fill:#f5e9ff,stroke:#7c3aed,stroke-width:2.5px,color:#1a1a1a + classDef avoid fill:#ffe0e0,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Q1,Q2,Q3 question + class Cheap cheap + class Framework framework + class Bridge bridge + class Avoid avoid +``` + +Most pre-seed founders read this and route into the framework-experienced + Fractional CTO branch on the right because most pre-seed work is load-bearing. That is the correct answer. The cheap-hire branch on the left is for the logo, the landing page, and the nightly scraper. The Werkstudent branch is for the optional contributor sitting under a senior reviewer, never as the lead engineer on the MVP. + +## What to do tomorrow + +Three actions. + +- **Run your shortlist through the decision flowchart above.** For each candidate, write one sentence: "This person is routed to [cheap point-task / framework-experienced / framework-experienced + Fractional CTO]." If you cannot place them, the candidate is not concrete enough; ask for two more references and a portfolio walkthrough before the next call. +- **Compute the 12-month true cost for your top two candidates.** Wages plus your estimated rebuild risk plus the Fractional CTO line. The cheaper hourly rate often loses the 12-month total. The [agency 5-question script](/blog/agency-ai-five-questions/) is the companion artifact for the rate-and-review conversation; reuse the workflow and accountability questions on the individual candidates. +- **If you do not have a Fractional CTO yet, schedule three intro calls this week.** [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/) walks the 5-criteria filter and the $400-$600/wk budget. The Fractional CTO is the structural fix that makes the cheap hire safe AND makes the framework-experienced hire sustainable. Skipping the bridge is the trap that compounds the other two. + +> Cheap hires are not the cause of $50K rebuilds. The missing Fractional CTO PR-review hour is. $400/wk on a senior reader prevents the $30K of bugs the cheap hire ships in silence. The 12-month math is not close. + +The companion artifact for this post is the [Agency AI 5-Question Script](/blog/agency-ai-five-questions/). The five questions transfer directly to individual candidate vetting: workflow, AI cost ownership, verification, slopsquatting defense, accountability. Reuse the same Pass/Fail scoring on every contractor, freelancer, and Werkstudent before you hand them a credential. + +If your shortlist clears the routing flowchart, [Module 4B.4 - Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) is the next read. The SOW is what binds the agreement on rate, scope, acceptance, and termination so the cheap-hire trap cannot reopen mid-engagement. + +## Continue the course + +This is **Module 4B · Step 3 of 4** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 4B (Hire and Ship) starts at platform selection and ends with a signed SOW + kickoff scheduled. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| **4B** | **Hire & Ship (branch)** ← you are here | **Signed SOW, kickoff scheduled, code in YOUR GitHub org** | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 4B · Hire & Ship**: 4B.1 [Who You're Hiring in 2026 and Where to Find Them](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) · 4B.2 [The Hiring Interview That Catches AI Theater](/blog/hiring-interview-catches-ai-theater/) · 4B.3 **When Cheap Developers Get Expensive** ← you are here · 4B.4 [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) (next). + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Veracode, [GenAI Code Security Report 2025](https://www.veracode.com/blog/genai-code-security-report/) - 45% of LLM-generated code shipped at least one exploitable security flaw. The data behind the "no Fractional CTO is expensive" trap. +- Megha Verma, [Offshore Software Development in 2026: The No-BS Guide](https://medium.com/predict/offshore-software-development-in-2026-the-definitive-guide-d81f3e822c95) - Tier-2 India hub shift (Jaipur, Kochi, Indore, Coimbatore) and the $15-$70/hr rate band that beats the $25/hr generalist on every axis. +- DHH, [The One-Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for keeping the architecture small enough that one engineer ships outcomes end-to-end. The framework filter that rules out resume-driven cheap hires. +- German Federal Ministry of Labour and Social Affairs, [Working Students in Germany (Werkstudenten)](https://www.bmas.de/EN/Topics/Foreign-Workers-and-Migrants/working-students.html) - the official Werkstudentenprivileg rules, including the 20-hour weekly cap during lecture periods that founders consistently underestimate. +- UK Government, [Student Visa: Work Rules](https://www.gov.uk/student-visa/work) - the Tier 4 / Student Visa 20-hour weekly work cap during term time. The international-student version of the Werkstudent trap. +- AI Magic X, [The 2026 AI Job Disruption Report](https://www.aimagicx.com/blog/ai-job-disruption-report-roles-eliminated-created-2026) - the AI-Augmented Developer profile at $85K-$120K Junior with Senior productivity. The salary band that makes the framework-experienced hire competitive against the $25/hr cheap freelancer over twelve months. +- Bolster, [Fractional CTO Marketplace](https://bolster.com/marketplace/fractional-cto/) - the $80-$120/hr fractional rate range that makes the $400-$600/wk Fractional CTO bridge pencil out for pre-seed founders. +- Stackademic, [How to Hire AI Developers: The Complete 2026 Guide](https://stackademic.com/blog/how-to-hire-ai-developers-the-complete-2026-guide) - the vetting platforms and screening rubric that separate the framework-experienced engineer from the resume-padding generalist on the same shortlist. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/cheap-developers-expensive-without-cto-review/three-traps.svg b/content/blog/cheap-developers-expensive-without-cto-review/three-traps.svg new file mode 100644 index 000000000..dc2215263 --- /dev/null +++ b/content/blog/cheap-developers-expensive-without-cto-review/three-traps.svg @@ -0,0 +1,70 @@ + + + The three cheap-hire traps that compound to a $50K rebuild + Three hand-drawn warning panels, side by side. Trap 1: hourly-rate-only thinking. Trap 2: working-student or Werkstudent with the 20-hour cap. Trap 3: no Fractional CTO bridge. + + + + + + + + + + + + The three traps that turn a $10K hire into a $50K rebuild + Each one survives on its own. Stack all three and you are the median JT rescue. + + + + + + + 1 + Hourly-rate trap + Pick the $25/hr freelancer + over the $40/hr engineer. + 5 parallel projects. + No tests, no PR review. + Spaghetti by month 4. + Saves $2,400. + Costs $14,000 in rebuild. + + + + + + + 2 + Werkstudent trap + German working-student + capped at 20 hrs/wk by law. + Disappears for exam blocks. + Over-engineers for the resume. + 8-week gap at semester end. + Saves $1,500/mo. + Costs an MVP launch window. + + + + + + + 3 + No Fractional CTO + No senior reads the PRs. + Junior reviews itself. + N+1 queries pile up. + Auth bypass ships in PR #47. + Bugs compound in silence. + Skips $400/wk. + Costs $30K in rebuild work. + + + + + + + + + Source: median JetThoughts cheap-hire rescue, Q1 2024 - Q1 2026. + diff --git a/content/blog/friday-demo-rule-founder-progress/catching-the-lie.svg b/content/blog/friday-demo-rule-founder-progress/catching-the-lie.svg new file mode 100644 index 000000000..9e49cf6e9 --- /dev/null +++ b/content/blog/friday-demo-rule-founder-progress/catching-the-lie.svg @@ -0,0 +1,145 @@ + + One Loom for a small full-stack team versus five Looms for a microservice-detached team + + + + + + + + + + + + + SMALL FULL-STACK TEAM · ONE LOOM + + + + + + + Loom · 9:42 + + + + + checkout flow · v1 + + + + staging.acme.app + /signup → /checkout → /receipt + + + + + + + sign up + user enters + + + add to cart + click button + + + checkout + $1 stripe charge + + + + receipt + email sent ✓ + + + one developer narrates end-to-end · 90 seconds · founder clicks along + + + + MICROSERVICE-DETACHED TEAM · FIVE LOOMS + + + + + + + + Loom · 6:18 + + + order-service + orders.api.acme + + + + + + + Loom · 4:51 + + + billing-service + billing.api.acme + + + + + + + Loom · 7:33 + + + notifications + notify.api.acme + + + + + + + Loom · 8:02 + + + front-end + app.acme.dev + + + + + + + Loom · 5:47 + + + infra · gateway + gw.k8s.acme + + + + + + + + + + + + + "watch these five videos and we can sync about them next week" + this is what you are paying for + diff --git a/content/blog/friday-demo-rule-founder-progress/demo-rule.svg b/content/blog/friday-demo-rule-founder-progress/demo-rule.svg new file mode 100644 index 000000000..0803814a5 --- /dev/null +++ b/content/blog/friday-demo-rule-founder-progress/demo-rule.svg @@ -0,0 +1,137 @@ + + The Friday Demo Rule: 15 minutes, working software only, no slides or Jira screenshots + + + + + + FRIDAY 4PM · ALLOWED IN THE ROOM + + + + + + + + + + + + + + + 15:00 + hard stop + + + + + + + + + + + + + + + + staging.acme.app/checkout + + + + ✓ $1 test charge processed + order #1284 → paid + webhook fired ✓ + receipt → founder@test.com + + + stripe sandbox + + + + + + + + login (one message, one paste) + founder@test.com / demo1234 + + + + Working software only. + click everything they show you, during the call + + + + + + NOT ALLOWED IN THE ROOM + + + + + Jira screenshot + + + + + To Do + In Progress + Done ×11 + + + + + + + + Figma frame + + + + + + + + + + + + Slide deck · burndown chart + + + + + + + + + + If a demo is not ready, + say so on Wednesday. + + + + Friday Demo Rule · 15 minutes · Loom or live · working software only + diff --git a/content/blog/friday-demo-rule-founder-progress/index.md b/content/blog/friday-demo-rule-founder-progress/index.md new file mode 100644 index 000000000..75cf6840b --- /dev/null +++ b/content/blog/friday-demo-rule-founder-progress/index.md @@ -0,0 +1,177 @@ +--- +title: "The Friday Demo Rule: 15 Min Truth Test" +description: "The 15-minute Friday ritual that surfaces fake progress in 4 weeks flat. Loom or live, working software only, no Jira screenshots, no slides, hard stop." +date: 2026-09-30 +author: "JetThoughts Team" +slug: friday-demo-rule-founder-progress +keywords: + - friday demo rule + - catch fake progress dev team + - non technical founder weekly demo + - working software demo founder + - dev team status call replacement +tags: + - founders + - non-technical-founder + - course-companion + - oversight +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "The Friday Demo Rule: 15 Min Truth Test" + og_description: "The 15-minute Friday ritual that surfaces fake progress in 4 weeks flat. Loom or live, working software only, no Jira screenshots, no slides, hard stop." +cover_image_alt: "JetThoughts blog cover for The Friday Demo Rule showing a kitchen-timer set to 15 minutes next to a laptop screen with a clickable staging URL and a struck-through Jira screenshot" +canonical_url: "https://jetthoughts.com/blog/friday-demo-rule-founder-progress/" +related_posts: false +--- + +> **Module 5 · Step 2 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a team in place + a signed SOW. Output: a weekly Friday ritual that surfaces fake progress within 4 weeks. + +What were you actually shown on your last status call? A B2B founder we picked up in Q3 2026 sat with that question for ten minutes after a Tuesday call. Her notes from the call said: a burndown chart, a screenshot of a Jira board with eleven cards in "Done", a Figma frame her designer had updated overnight, and a verbal summary that started with "good progress this week." Nothing in her notes was a thing she could click. She had paid **$31K that month** for the team that ran the call, and the call had shown her zero working software. + +She wrote one Slack message that night: *"From now on we run a 15-minute Friday demo. Loom or live, your choice. Working software only. I want to click everything you show me."* By Friday of week 3, two of her four developers had quietly left the project; the lead admitted the checkout flow she had been tracking for six weeks was three Postman requests in a Notion doc and a Stripe sandbox key in someone's `.env`. She found that out in 15 minutes, on a recorded call, with no fight. + +## Why most weekly status calls fail + +The standard weekly call is a slide deck and a Jira tour. The agency lead picks the artifacts, controls the screen, and narrates the week. You leave the call oriented but not informed. Whether anything shipped is a separate question, and the format does not force it. [Atlassian's own writeup on demo meetings](https://www.atlassian.com/agile/scrum/sprint-reviews) flags exactly this drift: status reviews collapse into status theatre when the agenda is "report progress" instead of "show working software." Make the format about clicking, not slides, and the failure modes get loud fast. + +## The Friday Demo Rule + +One meeting per week. 15 minutes. Friday at 4pm in your timezone. Loom (a recorded video) or live screenshare. Recorded if it is Loom. The rules are not negotiable, which is the whole point. + +**Working software only.** Figma frames, Jira screenshots, burndown charts, and "here is what we are about to start" all stay out of the meeting. If the team cannot show you a thing you can click, the answer to "did anything ship this week?" is no, and the demo just told you. That is the demo doing its job. + +**You attend with one question in your head.** Can I click everything they show me? You open your laptop, paste each staging URL into your browser as the developer mentions it, and try to reach the screen they just described. If the URL throws a 500, asks for a login you do not have, or returns "this page can't be reached", interrupt and ask why. Do not save the question for Monday. The point of the recording is so you have proof; the point of the live attendance is so you catch the lie in real time. + +**Hard stop at 15 minutes.** Founders we have rescued who let the demo drift to 45 minutes lose the discipline within a month. The cap is what forces the team to pre-stage clickable URLs instead of debugging on the call. If the team needs longer than 15 minutes to show one week of work, something is wrong - and it is usually that nothing is on staging. + +![Kitchen-timer set to 15:00 next to a laptop displaying a clickable staging URL with admin login credentials and a passing $1 Stripe test transaction; struck-through icons of a Jira board, a Figma frame, and a slide deck stacked on the right with the caption "not allowed in the room"](demo-rule.svg) + +## The 7 questions the team answers + +The full Monday-morning Slack template lives in the [Friday Demo Template](/blog/friday-demo-template/) - copy and paste it into Slack on Monday so the team knows the questions before Friday. The seven questions, in the order you ask them on the call: + +1. **What shipped this week?** Show the staging URL of one thing the founder can click. +2. **What did the user do?** Walk the feature as the user touches it - click the buttons, submit the form, show the success and failure screens. +3. **Where is it live for me?** Send the URL and the test login in one message; the founder repeats the demo on her own laptop within five minutes. +4. **What did we cut to ship that?** Name what was simplified, removed, or postponed. If nothing was cut, the scope was wrong or the work is not done. +5. **What is in review but not shipped?** Open pull request, named reviewer. If nobody reviewed it, say so. +6. **What is blocked, and on whom?** Named person, the answer the team needs from you, the deadline. +7. **What is the one thing I should worry about for next week?** Not a status update - the actual thing keeping the lead up at night. + +The order matters. Question 1 sets the frame: working software, not process. Question 4 catches over-engineering and quiet descopes. Question 7 surfaces real risk before it shows up as a missed sprint. The full template page has the copy-paste Slack message, the hard rules, and the "what to do during the call" section - bookmark it. + +## What good looks like vs what bad looks like + +The texture of the answers is the signal. Every question has a pass shape and a fail shape, and after four Fridays you will know your team's pattern by sound. + +**Q1 - what shipped this week?** + +> **Bad:** "We finished the Stripe integration this week." +> **Good:** "Live at staging.acme.app/checkout. Here is a $1 test charge I just ran. The webhook fired, the order moved to paid, the receipt landed in your inbox." + +Bad answers describe completion as a feeling. Good answers point at evidence and walk you to it. If your team gives you Q1 as a verb without a URL, write it down - three weeks of verb-only Q1 answers is a stalled project wearing busy clothes. + +**Q3 - where is it live for me?** + +> **Bad:** "I can send you a Loom of it tomorrow." +> **Good:** "staging.acme.app/dashboard. Login: founder@test.com / demo1234. Try the export button - it generates a CSV." + +You should be able to click the thing yourself within five minutes of the call ending. If you cannot, one of three things is true: you do not have admin access, the staging environment does not exist, or the feature is not actually deployed. All three are emergencies. A founder we worked with sat through six weeks of "I will send the URL after the call" before her fractional CTO clicked the link the team finally sent and got a 404. The CTO's first audit found the staging environment had been broken for two months and nobody had escalated it. + +**Q4 - what did we cut to ship that?** + +> **Bad:** "Nothing - we built everything in the spec." +> **Good:** "We cut the admin override screen. You will not be able to edit a user's plan from the dashboard until next sprint. Manual fix is to email me, takes me three minutes." + +This is the over-engineering check. A team that never cuts anything is either building twice as much as needed or is afraid to admit anything was descoped. [Eric Ries' MVP definition](https://leanstartup.co/resources/articles/what-is-an-mvp/) puts the same point in the validated-learning frame: the smallest version that produces validated learning, not the full spec. JT's [post on over-built admin panels](/blog/checklist-for-non-tech-founder-agile/) traces what happens when nobody asks Q4 for ten weeks straight - you ship a custom admin dashboard for an MVP that needed a Postgres console. + +**Q5 - what is in review but not shipped?** + +> **Bad:** "A few things are in PR, I can send you the list later." +> **Good:** "PR #847 - signup rate limiting. Marcus reviewed it Tuesday, three changes requested, will merge Monday. PR #851 - admin search. Nobody has reviewed it because Marcus is on vacation." + +If the same name keeps appearing as the only reviewer, you have a bus factor of one. [Will Larson on engineering anti-patterns](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) treats the pull request funnel as the load-bearing signal for engineering health. The Friday demo is where you watch that funnel from outside the system. JT's [eight red flags checklist](/blog/dev-shop-red-flags-checklist/) describes the bus-factor failure mode in plain English. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#f5f5f5', 'primaryBorderColor':'#666', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart LR + Mon([Monday 9am
    Founder posts the
    7-question template
    in #dev Slack]) --> Tue([Tuesday-Thursday
    Team builds + reviews
    against the questions]) + + Tue --> Wed{Wednesday EOD
    Anything not
    going to be ready?} + Wed -->|Yes| Replan([Team replans
    before Friday]) + Wed -->|No| Fri([Friday 4pm
    15-min Loom or live
    working software only]) + + Replan --> Fri + + Fri --> Click([Founder clicks
    every staging URL
    during the call]) + Click --> Forward([Forward Loom URL
    to your inbox
    same evening]) + + Forward --> Score{After 4 weeks
    review the pattern} + Score -->|4 of 4 demos clickable| Healthy([Cadence works
    continue weekly]) + Score -->|2 of 4 or fewer| Investigate([Run the
    oversight audit
    Module 5.4-5.6]) + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#f5f5f5,stroke:#666,stroke-width:2px,color:#1a1a1a + + class Mon,Tue,Fri,Click,Forward neutral + class Wed,Score neutral + class Replan,Healthy good + class Investigate bad +``` + +## The Rails / Django / Laravel angle + +A small full-stack Rails, Django, or Laravel team can demo end-to-end in one Loom because the same person who wrote the code owns the staging URL and can click through it from sign-up to receipt without switching browser tabs. DHH's [one-person framework writeup](https://world.hey.com/dhh/the-one-person-framework-711e6318) describes the shape: Hotwire, Stimulus, Turbo, and import maps in the default box mean one developer ships a complete feature, and one developer narrates it in 90 seconds. + +Compare to the microservice-detached-team failure mode. The team has to send you five Looms for the week because the checkout feature touches the order service, the billing service, the notifications service, and the front-end deploys to a different domain than the API. The Friday demo turns into "watch these five videos and we can sync about them next week." That is a tell. We have walked into projects where every feature demo required three engineers on the call to switch screens between services. JT's [field note on calming delivery chaos](/blog/calming-delivery-chaos-jetthoughts-field-note/) describes what happens when you compress that shape back to a small full-stack team. If your Friday demo needs more than two browser tabs to walk one feature, the architecture is the problem, not the demo format. + +![Two stacked panels: top panel labeled "small full-stack team" shows one Loom thumbnail with a continuous arrow tracing sign-up to checkout to receipt across one staging URL; bottom panel labeled "microservice-detached team" shows five Loom thumbnails arranged across separate subdomains with confused arrows criss-crossing between them and the caption "this is what you are paying for"](catching-the-lie.svg) + +## What to do tomorrow + +Three actions, in order: + +1. **Block 15 minutes on your calendar this Friday at 4pm.** Title it "Friday Demo - Working Software Only." Add your team. No agenda doc - the agenda is the seven questions, and they are the same every week. + +2. **Check your last four weekly status calls in your notes app.** Out of those four calls, how many produced a staging URL you actually clicked from your own laptop within 24 hours of the call? If the answer is zero or one, the problem is not your team's effort - it is that the format never asked them for working software. The Friday demo asks for it every week. + +3. **Download the [Friday Demo Template](/blog/friday-demo-template/) and send to your team Monday morning.** The template page has the copy-paste Slack message, the seven questions in order, the hard rules, and the "what good vs bad looks like" examples for each question. Do not paraphrase the rules - paste them. Teams respect the hard structure more than a polite request they can ignore. + +By Friday of week 4, you will know whether your dev team is shipping or stalling, and you will not have read a line of code. That is the entire system. + +## Continue the course + +This is **Module 5 · Step 2 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 [The Org Chart Your Dev Shop Won't Draw](/blog/engineering-org-chart-non-technical-founder/) · 5.2 **The Friday Demo Rule** ← you are here · 5.3 [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) · 5.4 The Plain-English Weekly Dev Report · 5.5 Who Owns Your GitHub, AWS, and Database? · 5.6 You Asked for a Simple Admin Panel; You Got a Spaceship. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post and the [Friday Demo Template](/blog/friday-demo-template/). + +## Further reading + +- Atlassian, [Sprint Reviews and Demos](https://www.atlassian.com/agile/scrum/sprint-reviews) - the canonical reference on demo meetings and how they drift into status theatre when nobody asks for working software. +- Eric Ries via Lean Startup Co., [What Is an MVP?](https://leanstartup.co/resources/articles/what-is-an-mvp/) - the validated-learning framing that makes "what did we cut?" a real product question. +- Will Larson (via First Round Review), [Engineering leadership anti-patterns from Stripe, Uber, Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) - on the pull request funnel as the load-bearing signal a Friday demo surfaces from outside the system. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for full-stack developers shipping end-to-end and demoing in one Loom. +- Martin Fowler, [It's Not Just Standing Up: Patterns for Daily Standup Meetings](https://martinfowler.com/articles/itsNotJustStandingUp.html) - a deep practitioner reference on the pattern of meetings that produce visible working software vs the ones that produce status updates. +- Atlassian, [Definition of Done](https://www.atlassian.com/agile/project-management/definition-of-done) - the "is it actually done" reference that aligns with the Friday demo's working-software-only rule. + +--- + +Built by JetThoughts as part of the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) curriculum. Authored by the JetThoughts team. diff --git a/content/blog/github-aws-database-ownership-checklist/bad-vs-good-email.svg b/content/blog/github-aws-database-ownership-checklist/bad-vs-good-email.svg new file mode 100644 index 000000000..e56e56dbf --- /dev/null +++ b/content/blog/github-aws-database-ownership-checklist/bad-vs-good-email.svg @@ -0,0 +1,69 @@ + + Bad vs Good: contractor email on the AWS root account compared with the founder's company email on the same account + + + + + AWS root account · who owns the email? + + + + + BAD + Hostage situation + + Account email + aws@bigdevshop.com + + + Billing card + **** 4421 (agency AmEx) + + + Your access + IAM user, never logged into root + + + Recovery if they ghost + 10 minutes for them to lock you out. + 3-5 business days for AWS support to + recover with incorporation papers. + + + + + GOOD + You hold the keys + + Account email + aws@yourcompany.com + + + Billing card + **** 0987 (your company AmEx) + + + Your access + Root password in 1Password + MFA + + + Recovery if they ghost + Revoke their IAM user. Rotate the + root password. Ship a hotfix the same + afternoon. They never had the key. + + Same account. Same software. One field changes. Everything downstream changes with it. + diff --git a/content/blog/github-aws-database-ownership-checklist/index.md b/content/blog/github-aws-database-ownership-checklist/index.md new file mode 100644 index 000000000..1734ea4c1 --- /dev/null +++ b/content/blog/github-aws-database-ownership-checklist/index.md @@ -0,0 +1,202 @@ +--- +title: "Who Owns Your GitHub, AWS, and Database?" +description: "If a contractor's email sits on your AWS root account, you do not actually own your company. A 45-minute Friday audit surfaces every hostage credential." +date: 2026-10-14 +draft: false +author: "JetThoughts Team" +slug: github-aws-database-ownership-checklist +keywords: + - aws root account ownership + - github org ownership founder + - database password ownership + - non technical founder ownership audit + - dev shop hostage situation +tags: + - founders + - non-technical-founder + - course-companion + - oversight +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Who Owns Your GitHub, AWS, and Database?" + og_description: "If a contractor's email sits on your AWS root account, you do not actually own your company. A 45-minute Friday audit surfaces every hostage credential." +cover_image_alt: "JetThoughts blog cover showing four labeled boxes - Code, Cloud, Secrets, Domain - with red question marks over three of them and one founder email in green" +canonical_url: "https://jetthoughts.com/blog/github-aws-database-ownership-checklist/" +related_posts: false +--- + +> **Module 5 · Step 5 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a team shipping code. Output: a 45-minute Friday audit confirming you own your code, cloud, and domain (or a recovery plan if you don't). + +Open the AWS console. Top-right corner. Click your account name. Read the email address on the root user. Whose inbox does that land in tonight? + +A health-tech founder we picked up in Q3 2026 had been billing **$23K a month** with the same agency for fourteen months. She had a Delaware C-corp, a Stripe account in her name, and 1,800 paying clinics on her platform. She did not have the AWS root password. The email on the root was the agency owner's personal Gmail. When that founder asked us to do an emergency rescue after a botched migration, our first hour was not technical. It was three back-and-forth emails to the agency owner asking him to please change the root account email and send the new password to a Notion doc he could not see. He took six days. + +## The 2026 hostage situation looks different + +The agencies that hold founders hostage in 2026 are not the same shops that did it in 2020. The new pattern: AI-augmented contractors who spin up your entire infrastructure during the Cursor or Claude Code session on Day 1 - GitHub org, AWS account, Vercel project, Supabase database, Stripe integration, Sentry, PostHog - and use whatever email was already logged in. Usually their own. The senior dev who set everything up moves to another client in month four. The junior who inherits your project does not know which credentials live where. Six months later, you are paying for accounts that nobody on the current team can administer. + +There is a second pattern, even more common: the **cloud-default-account problem**. A contractor opens a fresh AWS account using the company credit card you handed them, then sets the root email to a shared `dev@` mailbox that the agency owns. AWS treats whichever email is on the root as the legal account holder. Your incorporation paperwork is irrelevant if the root email belongs to someone else. [AWS's own root user documentation](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_root-user.html) is blunt about this: the root user has unrestricted access, and recovering control without the root credentials means filing a support ticket with corporate documents and waiting days. + +The financial damage is rarely the headline number on the agency invoice. It is the day production breaks at 9pm and you cannot push a fix because you cannot read the prod database password. It is the week you lose to AWS support recovery while your customers see a maintenance page. It is the $11K legal retainer you pay to escalate when the agency stops answering. None of that hits the budget line that says "engineering." + +![Four labeled zones a non-technical founder must own: Code (GitHub org and repos), Cloud (AWS root and billing), Secrets (database credentials and API keys), and Domain (registrar and DNS). Each zone shows the failure mode if a contractor email is on it instead of the founder.](ownership-zones.svg) + +## The 12 items, in one sentence each + +The full audit lives at the [GitHub / AWS / Database Ownership Checklist](/blog/ownership-checklist/) - 12 items, the exact pass criterion for each, the recovery steps when one fails. Here is the one-line summary of each so you know what you are getting: + +**Code (3 items):** + +1. **GitHub org owner** is your company email, not the agency's. +2. **Repo collaborators** can be removed by you alone, without permission. +3. **Branch protection on `main`** is enabled and you can override in an emergency. + +**Cloud (3 items):** + +4. **AWS root account email** sits on a domain you control. +5. **Billing card** is yours and you can download every invoice yourself. +6. **IAM admin user** in your name with MFA on, separate from root. + +**Secrets and database (3 items):** + +7. **Production DB credentials** readable by you tonight without paging an engineer. +8. **Secrets store** (Secrets Manager, Vault, Doppler) administered by you. +9. **Database backups** running nightly with a restore runbook you can execute. + +**Domain and external services (3 items):** + +10. **Domain registrar** WHOIS shows your name and your renewal email. +11. **DNS provider** logged in under your account with MFA, ready to add an A record now. +12. **Third-party API keys** (Stripe, SendGrid, Twilio, OpenAI, Plaid) on your account, your card. + +Three of those are bigger than the rest. The AWS root email is the one that controls whether the agency can lock you out in ten minutes. The production database credentials are the one that determines whether you can rotate access tonight if a developer rage-quits. The domain registrar is the one that turns into a 14-day ICANN-mandated wait if the agency will not release the auth code. The other nine are also important. Those three are existential. + +## What good looks like vs what bad looks like + +The pattern is the same on every item: an email on a domain you control, billing on a card you own, MFA on a phone in your pocket, and a password in a vault you can read. The pattern of failure is the same too: somebody else's email, somebody else's card, and "let me ask Marcus" as the answer to "who can rotate this?" + +Three pairs that come up most often in rescue audits. + +**Item #4 - AWS root account email** + +> Bad: Root email is `aws@bigdevshop.com`. The bill goes to their AmEx ending 4421. You have an IAM user but have never logged in as root. +> Good: Root email is `aws@mycompany.com`. The password is in your 1Password. MFA is on your phone with backup codes in your office safe. Bill goes to your company card. + +If the agency controls the root email, AWS support will treat them as the account holder, not you. The incorporation paperwork in your filing cabinet does not matter to AWS until support has worked through their recovery process - which takes 3-5 business days after you have proven who you are. + +![Side-by-side panel showing the AWS root account fields - account email, billing card, your access level, recovery time if the agency disappears - in the bad scenario where everything points at the agency, and the good scenario where everything points at the founder. The Bad column shows aws@bigdevshop.com, agency AmEx, IAM-only access, and a 3-5 day support recovery. The Good column shows aws@mycompany.com, founder AmEx, root password in 1Password with MFA, and same-day recovery by revoking the contractor.](bad-vs-good-email.svg) + +**Item #7 - Production database password** + +> Bad: "Marcus has it. Slack him and he can DM it to you." +> Good: "I opened AWS Secrets Manager just now and read it myself. I rotated it once in March when we offboarded the previous DBA." + +The Marcus answer is the hostage answer. It does not matter whether Marcus is honest, kind, or available - one person holding the prod DB password is one person away from a production outage you cannot fix. The fix is not firing Marcus. The fix is putting the credential in a store you administer and giving Marcus read access from there. + +**Item #10 - Domain registrar** + +> Bad: Domain renewal notices arrive at `dev@theiragency.com`. You have never logged into Namecheap or GoDaddy in your life. +> Good: Logged into the registrar with your account. WHOIS shows your name. Auto-renew is on, charged to your card, and you have your phone scanned for MFA. + +A domain transfer is the slowest recovery on the list. [ICANN's transfer policy](https://www.icann.org/resources/pages/transfers-2024-en) requires a five-day approval window after the auth code is released, and many registrars add a 60-day post-registration lockout window during which transfers cannot start at all. If the agency holds your domain and refuses to cooperate, your customers are looking at a static placeholder for two weeks while you escalate to ICANN's transfer dispute resolution. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#f5f5f5', 'primaryBorderColor':'#666', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start(["Friday afternoon. Alone.
    Credit card + Notion doc."]) + Start --> Code{Code: Are you
    GitHub org Owner?} + Code -->|Yes| Cloud{Cloud: Is the AWS
    root email yours?} + Code -->|No| FixCode[Slack the lead engineer.
    5-min org transfer] + + Cloud -->|Yes, with MFA| Sec{Secrets: Can you read
    the prod DB password
    tonight without asking?} + Cloud -->|No| FixCloud[Self-serve email change
    or 3-5 day AWS support
    recovery with corp docs] + + Sec -->|Yes, from your vault| Dom{Domain: Does WHOIS
    show your name +
    renewal email?} + Sec -->|"'Marcus has it'"| FixSec[Set up Secrets Manager
    or 1Password vault tonight.
    Migrate this sprint] + + Dom -->|Yes, on your card| Pass[Audit clean.
    Quarterly recurring block.
    Email investor / board.] + Dom -->|No| FixDom[Initiate registrar transfer.
    Budget 14 days minimum.
    Escalate to ICANN if blocked] + + FixCode --> Recovery[Recovery plan
    started this Friday] + FixCloud --> Recovery + FixSec --> Recovery + FixDom --> Recovery + + Recovery --> Escalate{Did the agency
    cooperate within 7 days
    code / 14 days cloud /
    auth code at all?} + Escalate -->|Yes| Pass + Escalate -->|No| Lawyer[Retain lawyer.
    $2K-$5K beats
    a stalled checkout] + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#f5f5f5,stroke:#666,stroke-width:2px,color:#1a1a1a + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + + class Start start + class Code,Cloud,Sec,Dom,Escalate neutral + class Pass good + class FixCode,FixCloud,FixSec,FixDom,Recovery,Lawyer bad +``` + +## When the audit fails: a recovery plan that takes weeks, not months + +Most audit failures are sloppy Day-1 setup, not malice. The agency was moving fast in the kickoff sprint, used whatever email was logged in, and nobody went back to clean it up. The fix follows three steps in this order, and the order matters. + +**Step 1: Stop the bleeding.** Get yourself an admin path into every system the agency controls. AWS root password reset to your email. Your name added as GitHub org owner alongside theirs. Your card added as the primary on Stripe, SendGrid, and OpenAI. You are not removing the agency yet. You are giving yourself a parallel key so they cannot lock you out while you sort the rest. Do this on a Friday so you have the weekend before anyone notices. + +**Step 2: Extract the IP.** Pull a fresh clone of every repo to a private GitHub org under your account. Export the database to an S3 bucket on an AWS account in your name. Document where every secret currently lives and where it will live after the migration. The point is not to switch off the agency's access yet. It is to make sure you can keep operating if they shut everything down tomorrow morning. Two weeks of work on the existing setup is fine. Two weeks of hostage negotiation while production is down is not. + +**Step 3: Legal escalation, only if needed.** If the agency cooperates with email transfers, root password resets, and domain auth codes within a reasonable window - 7 days for GitHub org transfer, 14 days for AWS root, the auth code at all for the domain - you do not need a lawyer. You need a project manager and a follow-up email. If they stall, retain a lawyer for a one-time $2K-$5K letter referencing your contract's IP-assignment clause. Founders who try to negotiate for a month usually lose. The legal fee is cheaper than three more weeks of stalled checkout. + +The artifact at [/blog/ownership-checklist/](/blog/ownership-checklist/) walks the exact recovery sequence per item, including the AWS support phone script and the registrar auth-code request template. + +## The Rails / Django / Laravel angle: two files leak every secret + +Across the three frameworks the founders we work with most often use - Ruby on Rails, Django, and Laravel - the same two files are where contractors leak production secrets. Knowing those two files is enough to ask one question that catches 80% of secrets-leak risk. + +**File one: `config/database.yml` (Rails) or `settings.py` `DATABASES` block (Django) or `config/database.php` (Laravel).** This is the production database connection string. In a healthy setup it reads credentials from environment variables - `ENV['DATABASE_URL']` in Rails, `os.environ.get('DATABASE_URL')` in Django, `env('DB_PASSWORD')` in Laravel. In an unhealthy setup the password is hardcoded in plaintext and committed to the repo. Open the file. If you see a literal password sitting next to `password:` or `DB_PASSWORD =`, your prod database password is in your git history forever. [Rails' own credentials guide](https://guides.rubyonrails.org/security.html#custom-credentials) makes this point explicitly: the encrypted credentials file exists because plaintext database passwords in source control are the most common breach vector for small Rails apps. + +**File two: `.env` files.** Django and Laravel use `.env` for local development. Rails has `.env` via the `dotenv-rails` gem and shipped Rails 7.2's encrypted credentials as the modern alternative. The leak pattern is the same in all three: a developer commits `.env` with production keys to a public or unauthorized-private repo. [GitGuardian's 2024 State of Secrets Sprawl report](https://www.gitguardian.com/state-of-secrets-sprawl-report-2024) found 12.8 million secrets exposed in public GitHub commits in 2023 alone, with `.env` files among the most common offenders. Ask one question: "What is in `.gitignore` and when was it last reviewed?" If the answer is "I do not know," your `.env` files are probably fine, but check anyway with `git log --all --full-history -- .env`. + +The pattern across frameworks is identical because the file names differ but the architecture is the same: secrets enter the application from environment variables, environment variables enter the runtime from a secrets store, and the secrets store is administered by exactly one person - which should be you. + +## What to do tomorrow + +1. **Block 45 minutes on this Friday afternoon.** Calendar invite to yourself titled "Ownership audit." Treat it like an investor meeting. No interruptions. Coffee on, phone on Do Not Disturb. + +2. **Open the AWS console first, before any other system.** Top-right, click the account name, click Account. Read the root user email. If it is not on a domain you control, that one item is your audit's first failure - and the most expensive one to fix later. + +3. **Download the [GitHub / AWS / Database Ownership Checklist](/blog/ownership-checklist/) and run the 45-minute audit Friday.** The artifact has the exact pass criterion for each of the 12 items, the recovery sequence per failure, and the one-page summary you forward to your investor or board the same day. If three or more items fail, cross-reference [the eight dev-shop red flags](/blog/dev-shop-red-flags-checklist/) and consider whether you need [the 30-day exit guide](/blog/fire-dev-shop-guide/) next. + +## Continue the course + +This is **Module 5 · Step 5 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 [The Org Chart Your Dev Shop Won't Draw](/blog/engineering-org-chart-non-technical-founder/) · 5.2 The Friday Demo Rule · 5.3 [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) · 5.4 The Plain-English Weekly Dev Report · 5.5 **Who Owns Your GitHub, AWS, and Database?** ← you are here · 5.6 You Asked for a Simple Admin Panel; You Got a Spaceship. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- AWS, [AWS Account Root User documentation](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_root-user.html) - the official explanation of why the root email is the master credential and how account recovery works. +- ICANN, [Transfer Policy](https://www.icann.org/resources/pages/transfers-2024-en) - the rules every domain registrar must follow when transferring a domain between accounts, including the 60-day lockout and 5-day approval windows. +- GitGuardian, [The State of Secrets Sprawl 2024](https://www.gitguardian.com/state-of-secrets-sprawl-report-2024) - 12.8 million secrets exposed in public GitHub commits in 2023, with `.env` files as one of the most common leak vectors. +- Rails Guides, [Security: Custom Credentials](https://guides.rubyonrails.org/security.html#custom-credentials) - the canonical Rails answer to the "where do production secrets live?" question, replacing the old `database.yml` plaintext pattern. +- Will Larson (via First Round Review), [Engineering leadership anti-patterns from Stripe, Uber, Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) - on ownership and accountability in engineering teams, including who holds the keys to production. +- AWS, [Reset a lost or forgotten root user password](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_passwords_change-root.html) - the support process and timeline if you need to recover a root account where someone else controls the email. + +Built by JetThoughts as part of the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) curriculum. diff --git a/content/blog/github-aws-database-ownership-checklist/ownership-zones.svg b/content/blog/github-aws-database-ownership-checklist/ownership-zones.svg new file mode 100644 index 000000000..fadc310ee --- /dev/null +++ b/content/blog/github-aws-database-ownership-checklist/ownership-zones.svg @@ -0,0 +1,76 @@ + + The four ownership zones a non-technical founder must control: code, cloud, secrets, and domain + + + + + The four zones you must own by Friday + If a contractor's email is on any one of these, you do not own the company + + + + + ZONE 1 + CODE + GitHub org · repos · branch protection + If the agency owns the org, they can + delete every repo on Tuesday morning. + Owner email = founder@yourcompany.com + Members = engineers (any company) + Item #1-3 of the audit + + + + + ZONE 2 + CLOUD + AWS root · IAM · billing card + Root account email is the master key. + Whoever owns it owns the whole stack. + Root = aws@yourcompany.com + Bill paid by your company AmEx + Item #4-6 of the audit + + + + + ZONE 3 + SECRETS + Database creds · API keys · .env + If only Marcus knows the prod DB + password, you do not have a database. + You have a hostage situation. + Stored in Secrets Manager / 1Password + Item #7-9 of the audit + + + + + ZONE 4 + DOMAIN + Registrar · DNS · 3rd-party SaaS + A registrar transfer takes 14 days minimum. + If the agency holds your domain hostage, + your customers cannot reach you for 2 weeks. + WHOIS = your name and your email + Item #10-12 of the audit + + + 12 items. 45 minutes. One Friday afternoon. Your credit card and a Notion doc. + diff --git a/content/blog/salvage-vs-rebuild-software-project/index.md b/content/blog/salvage-vs-rebuild-software-project/index.md new file mode 100644 index 000000000..fe89b513c --- /dev/null +++ b/content/blog/salvage-vs-rebuild-software-project/index.md @@ -0,0 +1,168 @@ +--- +title: "Salvage or Rebuild? A 6-Question Tree" +description: "Six yes/no questions, a Friday afternoon, one independent reviewer. Land a documented KEEP / FREEZE / REBUILD verdict with a 30/60/90 day plan by Sunday." +date: 2026-10-28 +author: "JetThoughts Team" +slug: salvage-vs-rebuild-software-project +keywords: + - salvage vs rebuild software project + - software rescue decision framework + - keep freeze rebuild verdict + - core paths rebuild not rewrite + - friday afternoon codebase audit +tags: + - founders + - non-technical-founder + - course-companion + - rescue +categories: ["Founders"] +cover_image: cover.png +images: + - cover.png +seo: + og_title: "Salvage or Rebuild? A 6-Question Tree" + og_description: "Six yes/no questions, a Friday afternoon, one independent reviewer. Land a documented KEEP / FREEZE / REBUILD verdict with a 30/60/90 day plan by Sunday." +cover_image_alt: "JetThoughts cover showing three vertical panels labeled KEEP, FREEZE, REBUILD with a six-question scoresheet on a Friday Notion doc and a red AUDIT timestamp" +canonical_url: "https://jetthoughts.com/blog/salvage-vs-rebuild-software-project/" +--- + +> **Module 6 · Step 1 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a failed Friday demo / dropped milestone / runaway invoice. Output: a documented KEEP / FREEZE / REBUILD decision with a 30/60/90 day plan. + +What if the codebase that scored a zero on Friday is the one you keep, and the codebase that scored a five is the one you rebuild? It happens. A vertical-SaaS founder running a clinic-scheduling app finished the six-question audit at a 5 - tests, backups, two deployers, the works - and still chose REBUILD because question six (real users) came back as a hard zero. A B2B founder running an inventory tool scored a 1 on the same audit and chose KEEP because every question that came back zero was a one-week fix and her users were paying. The score is the diagnostic. The verdict is the conversation the score forces you to have. + +The verdict is also not the part that costs money. The paralysis is. + +![Three vertical panels labeled KEEP, FREEZE, and REBUILD: green KEEP shows the 5-6 score column with a hardening checklist, yellow FREEZE shows 3-4 with a 60-day stabilize plan, red REBUILD shows 0-2 with a parallel-codebase plan and feature flag](three-verdicts.svg) + +## Why founders stay stuck mid-decision + +Two forces pin a non-technical founder at the salvage-vs-rebuild crossroad for weeks at a time. The first is sunk cost. You are looking at $80K and twelve months of your name attached to the previous shop's work. Walking away from that codebase feels like walking away from the year. The brain treats the decision as a confession instead of a triage step. [Daniel Kahneman's prospect theory](https://en.wikipedia.org/wiki/Prospect_theory) names exactly this asymmetry - losses sting roughly twice as much as equivalent gains, so the founder who has burned $80K resists any verdict that closes the loss. + +The second force is no framework. The three consultants you call all give you a different answer because each is selling a different thing - one wants to lead the rebuild, one wants to retain the existing team, one wants to insert a fractional CTO between you and the work. Without a shared rubric the conversation never converges. The 6-question tree is the rubric. It does not pick the answer for you. It forces every consultant, including you, to argue from the same six numbers. + +## The 6 questions (one line each) + +Full text, scoring, evidence rules, and the independent-reviewer protocol live in the [Salvage vs Rebuild Decision Tree](/blog/salvage-vs-rebuild-decision-tree/) artifact. Here is the one-line version, in the order you score them: + +1. **Bus factor.** Can two or more humans deploy production today without help? +2. **Test coverage signal.** Is there any green CI pipeline that runs before a deploy? +3. **Database health.** Can someone restore last night's database to staging in under four hours? +4. **Architecture sanity.** Can you name the top three external services and what breaks when each goes down? +5. **Onboarding time.** Would a senior engineer hired Monday ship one PR to staging by Friday? +6. **Customer signal.** Are 10+ paying or weekly-engaged real users using the app, by name? + +One Notion doc. Six rows. Score each 0 or 1 with one sentence of evidence. Total time: 30 minutes. The doc goes to one independent reviewer for a 30-minute paid second opinion before you commit. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Start["Friday 2pm
    Open a fresh Notion doc"] + Start --> Q1{"Q1: Bus factor
    2+ humans deploy?"} + Q1 -- "Yes (1)" --> Q2 + Q1 -- "No (0)" --> Q2 + Q2{"Q2: Green CI
    before deploy?"} + Q2 -- "Yes (1)" --> Q3 + Q2 -- "No (0)" --> Q3 + Q3{"Q3: DB restore
    under 4 hours?"} + Q3 -- "Yes (1)" --> Q4 + Q3 -- "No (0)" --> Q4 + Q4{"Q4: Top 3 deps
    + failure modes?"} + Q4 -- "Yes (1)" --> Q5 + Q4 -- "No (0)" --> Q5 + Q5{"Q5: New senior ships
    PR by Friday?"} + Q5 -- "Yes (1)" --> Q6 + Q5 -- "No (0)" --> Q6 + Q6{"Q6: 10+ real users
    by name?"} + Q6 -- "Yes (1)" --> Score + Q6 -- "No (0)" --> Score + Score["Sum the score 0-6
    + one sentence of evidence per Q"] + Score --> Verdict{"Total"} + Verdict -- "5-6" --> Keep["KEEP and harden
    (90-day plan)"] + Verdict -- "3-4" --> Freeze["FREEZE and stabilize
    (60-day plan, re-score)"] + Verdict -- "0-2" --> Rebuild["REBUILD core paths
    (30/60/90, parallel codebase)"] + Keep --> Reviewer["Send doc to one paid
    independent reviewer
    by Sunday night"] + Freeze --> Reviewer + Rebuild --> Reviewer + + classDef good fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef warn fill:#fffaf0,stroke:#b8860b,stroke-width:2.5px,color:#1a1a1a + classDef bad fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef neutral fill:#fafafa,stroke:#666,stroke-width:2px,color:#1a1a1a + class Keep good + class Freeze warn + class Rebuild bad + class Start,Q1,Q2,Q3,Q4,Q5,Q6,Score,Verdict,Reviewer neutral +``` + +## The 3 verdicts in practice + +The score lands you in one of three columns. Each column is a 30/60/90 day plan, not a label. + +**KEEP and harden (5-6).** The codebase is salvageable. The rebuild budget you were about to write a check for goes into one senior hire who owns the repo, raising test coverage to 40% by day 90, and turning on monitoring. You do not rewrite. The B2B inventory founder above scored a 1 the first time she ran the audit and a 5 sixty days later, after one stabilization sprint and a paid 30-minute review with a fractional CTO. Her plan: keep the existing app, fix the three things that scored zero, ship her next feature on top. Total cash: about $18K over two months. The checklist version of KEEP is in the [decision tree artifact](/blog/salvage-vs-rebuild-decision-tree/) under "What to do after." + +**FREEZE and stabilize (3-4).** No new features for 60 days. Three sprints: one on access ownership (run the [GitHub / AWS / database checklist](/blog/ownership-checklist/) the same Friday), one on adding tests around the top three flows, one on monitoring and backups. Re-score on day 60. Climb to 5+, you keep. Stay at 3-4, you rebuild the core paths. FREEZE is the most common verdict on the first pass. It is also the verdict that buys you the most optionality - sixty days of stabilization is cheap insurance against committing to either direction prematurely. + +**REBUILD core paths (0-2).** Not a full rewrite. Identify the two or three highest-traffic flows your users repeat - signup, checkout, the one core action - and rebuild THOSE on a parallel codebase. Migrate users behind a feature flag. Keep the legacy system running for everything else for 90 days, then sunset it one flow at a time. The clinic-scheduling founder above scored a 5 on the audit but still picked REBUILD because her customer-signal answer was zero - the 38,000 lines of code were healthy and unused. Healthy unused code is not a salvage candidate. It is a museum. + +A score of 0 is not a "burn it down" verdict. The legacy code keeps running while you carve out the parts that matter and rebuild them with tests, monitoring, and one engineer who owns them. The math behind that rule is in the next section. + +## The mistake: REBUILD does not mean full rewrite + +The most expensive misreading of a 0-2 score is "we are starting fresh in [new framework] and throwing the old code away." [Joel Spolsky called the full-rewrite trap](https://www.joelonsoftware.com/2000/04/06/things-you-should-never-do-part-i/) "the single worst strategic mistake any software company can make" in 2000, and the math has not changed in twenty-six years. A full rewrite buys you a 12 to 18 month feature freeze in exchange for a new codebase with its own undiscovered bugs and the same business logic re-implemented from scratch. The bugs you fixed in the old code are now back, hidden, waiting for a customer to find them. Meanwhile your paying users see nothing new for a year and a half. + +REBUILD in the verdict above means the two or three flows that carry the business, on a parallel codebase, behind a feature flag, with the legacy app still running. The vertical-SaaS founder who scored a 5 and still picked REBUILD did not throw out 38,000 lines of code. She picked the three flows her future paying users would touch - signup, the one scheduling action, and the appointment-confirmation email - rebuilt them on a fresh repo over ten weeks, then redirected new signups to the new app while the legacy app served the seven existing pilot accounts for ninety more days. By day 100 the legacy app was off. Total downtime for any user: zero. + +![Two stacked timelines comparing the full-rewrite trap (12-18 month feature freeze, no shippable revenue, then v2 with new bugs) against the core-paths rebuild (parallel codebase, feature flag, legacy keeps running, three critical flows ship in 90 days)](rebuild-trap.svg) + +The honest test for "is this a rebuild or a rewrite?": after you ship, do paying users still have the legacy app available for the flows you did not touch this sprint? If yes, it is a rebuild. If no, it is a rewrite, and Spolsky's math is about to find you. + +## The Rails / Django / Laravel angle + +Most non-technical founders who reach Module 6 reach it carrying a Vibe-coded prototype - something a junior generated in a weekend with Cursor or Lovable, plus three months of patches by an agency that pretended the prototype was a foundation. The prototype is rarely the thing you rebuild on. The prototype is what taught you the user flow. That is its job. When the audit fires REBUILD, the production rebuild usually lands on Rails, Django, or Laravel for the same reasons [DHH made the One Person Framework argument](https://world.hey.com/dhh/the-one-person-framework-711e6318): one full-stack engineer can own the whole stack, the framework defaults solve the boring problems, and the cost-per-shipped-feature stays small enough for a founder-led team to absorb. + +The clinic-scheduling rebuild above moved from a Next.js + tRPC + Supabase prototype that nobody on the team could deploy without two-hour onboarding to a Rails app that the new senior engineer deployed end-to-end on day three. The user flow she carried over from the prototype was the only artifact that mattered. The prototype's code did not survive. Its lessons did. [Stack Overflow's 2024 Developer Survey](https://survey.stackoverflow.co/2024/technology#most-popular-technologies-webframe) still ranks Rails and Django in the top half of web frameworks by satisfaction precisely because the framework absorbs the decisions a small team should not be making. Pick the framework that the next hire can ship inside on day three, not the framework that won last year's HackerNews thread. + +If your team's argument is "we should rebuild it in [microservices/event-driven/serverless]," ask the same question Module 2.3 asks of every spec: which user-facing outcome from the next 90 days demands that architecture this sprint? If the team cannot name an outcome, the architecture is the resume talking. The framework default is the right answer until the outcome shows up. + +> The score is the diagnostic. The verdict is the conversation it forces. Run the audit alone Friday afternoon, send the score to one independent reviewer, and the two-week paralysis collapses into a 30-minute call. + +## What to do tomorrow + +- **Block 30 minutes on your calendar this Friday afternoon.** Title it *Salvage decision*. Bring the five inputs the artifact lists - latest code-health note, bug backlog count, test coverage percent (write 0 if nobody tracks it), AWS or Heroku bill trend, and the original SOW. +- **Email one fractional CTO or independent reviewer today** asking for a 30-minute paid review on Monday or Tuesday. Budget: $300-$500. The reviewer must not be on the team that wrote the code or the agency you are about to hire to rebuild it. +- **Download the [Salvage vs Rebuild Decision Tree](/blog/salvage-vs-rebuild-decision-tree/) and run it Friday alone.** Score the six questions in a fresh Notion doc, paste the score into the Monday review email Sunday night, and you have the verdict + the second opinion before next week's standup. + +If the verdict comes back FREEZE or REBUILD and the previous team is still around, the next reads are the [dev shop red flags checklist](/blog/dev-shop-red-flags-checklist/) and the [step-by-step exit guide](/blog/fire-dev-shop-guide/). If the verdict is KEEP, run the [GitHub / AWS / database ownership checklist](/blog/ownership-checklist/) the same Friday to confirm you actually own what you just decided to harden. + +## Continue the course + +This is **Module 6 · Step 1 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 6 (When Things Break) opens with this post. Step 2 closes the module. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| 5 | Manage Your Build | Weekly oversight rhythm | +| **6** | **When Things Break** ← you are here | **Salvage / rebuild decision** | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 6 · When Things Break**: 6.1 **Salvage or Rebuild? A 6-Question Decision Tree** ← you are here · 6.2 The Recovery Sprint - Your First 30 Days After REBUILD (next). + +## Further reading + +- Joel Spolsky, [Things You Should Never Do, Part I](https://www.joelonsoftware.com/2000/04/06/things-you-should-never-do-part-i/) (2000) - the canonical full-rewrite warning. Twenty-six years on, the math still holds: the rewrite gets you a 12-18 month feature freeze in exchange for a fresh batch of undiscovered bugs. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the argument for staying inside framework defaults so a single full-stack engineer can own the whole stack. The yardstick for "is this rebuild small enough for our team?" +- Martin Fowler, [Strangler Fig Application](https://martinfowler.com/bliki/StranglerFigApplication.html) - the architectural pattern for rebuilding flows on a parallel codebase while the legacy app keeps serving traffic. Names the technique the REBUILD verdict uses. +- Daniel Kahneman, [Prospect Theory: An Analysis of Decision under Risk](https://en.wikipedia.org/wiki/Prospect_theory) (1979) - the loss-aversion math behind the sunk-cost paralysis that keeps founders stuck for weeks. Loss stings ~2x more than equivalent gain, so the $80K already spent feels like the verdict, not the input. +- Michael Feathers, [Working Effectively with Legacy Code](https://www.oreilly.com/library/view/working-effectively-with/0131177052/) (2004) - the source of the "characterization tests" technique most senior engineers use when they pick up a 0-coverage codebase you scored as a 0 on Q2. The first move on KEEP and FREEZE. +- Stack Overflow, [Developer Survey 2024 - Most Popular Web Frameworks](https://survey.stackoverflow.co/2024/technology#most-popular-technologies-webframe) - Rails, Django, and Laravel rank in the top half of frameworks by developer satisfaction. The signal for "this framework absorbs the boring decisions a small team should not be making." +- Basecamp / Ryan Singer, [Shape Up - Appetite, Not Estimates](https://basecamp.com/shapeup/1.2-chapter-03) - the framing that lets you cap the rebuild at 90 days instead of letting it expand into a full rewrite. The circuit breaker that turns REBUILD into a fixed-time bet. + +--- + +*Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/).* diff --git a/content/blog/salvage-vs-rebuild-software-project/rebuild-trap.svg b/content/blog/salvage-vs-rebuild-software-project/rebuild-trap.svg new file mode 100644 index 000000000..bfa6e2de3 --- /dev/null +++ b/content/blog/salvage-vs-rebuild-software-project/rebuild-trap.svg @@ -0,0 +1,68 @@ + + The full-rewrite trap vs core-paths rebuild + Two timelines stacked. Top timeline: Full rewrite, 12-18 months feature freeze, no shippable revenue, then a v2 with new bugs. Bottom timeline: Core-paths rebuild, two parallel codebases on a feature flag, legacy keeps running, the 2-3 critical flows ship in 90 days while the rest of the app continues serving users. + + + + Full rewrite (the trap) + "Throw it all out and start fresh in [new framework]." + + + + 12 to 18 months: feature freeze, paying users see nothing new + + + + v2 ships + new bugs + + + Joel Spolsky, 2000: "the single worst strategic mistake." + + + + M0 + M3 + M6 + M12 + M18 + + + Core-paths rebuild (what REBUILD actually means) + Two codebases. Feature flag. Legacy keeps running. + + + + Legacy app: keeps serving every flow that is not in the rebuild list + + + + Rebuild flow #1 (signup) + + + Rebuild flow #2 (checkout) + + + Rebuild flow #3 (the one core action) + + + + Sunset legacy one flow at a time + + + Revenue keeps flowing. New bugs land in one flow at a time, behind a flag. + Total elapsed: ~90 days for the three critical flows. Legacy quiet-sunsets through M6. + diff --git a/content/blog/salvage-vs-rebuild-software-project/three-verdicts.svg b/content/blog/salvage-vs-rebuild-software-project/three-verdicts.svg new file mode 100644 index 000000000..32ca5c5f8 --- /dev/null +++ b/content/blog/salvage-vs-rebuild-software-project/three-verdicts.svg @@ -0,0 +1,64 @@ + + Three verdicts side by side: KEEP, FREEZE, REBUILD + A sketchy three-panel SVG. Left panel KEEP (green) shows score 5-6 with a hardening checklist. Middle panel FREEZE (yellow) shows score 3-4 with a 60-day stabilize plan. Right panel REBUILD (red) shows score 0-2 with two parallel codebases and a feature flag, NOT a full rewrite. + + + + + KEEP + 5-6 + and harden + + - One senior hire, owns the repo + - Tests up to 40% by day 90 + - Monitoring + nightly backups + - Spend the rebuild budget + on hardening, not a rewrite + - Full rewrite + - New stack + - Burn it down + 90-day plan + + + + FREEZE + 3-4 + and stabilize + + - 60 days, zero new features + - Sprint 1: ownership audit + - Sprint 2: tests on top 3 flows + - Sprint 3: monitoring + backups + - Re-score on day 60 + If 5+ -> KEEP + If 3-4 -> REBUILD core paths + 60-day plan + + + + REBUILD + 0-2 + core paths only + + - Pick the 2-3 flows that + carry 80% of the business + - Parallel codebase, not a fork + - Feature flag the cutover + - Legacy stays running 90 days + - Sunset legacy one flow at a time + - Throw it all out + - "Start fresh" Big Bang + 30/60/90-day plan + diff --git a/content/blog/slopsquatting-ai-supply-chain-attack/attack-chain.svg b/content/blog/slopsquatting-ai-supply-chain-attack/attack-chain.svg new file mode 100644 index 000000000..d2cdf5dd0 --- /dev/null +++ b/content/blog/slopsquatting-ai-supply-chain-attack/attack-chain.svg @@ -0,0 +1,66 @@ + + + + + + + + + + + + + + + The Slopsquatting Attack Chain + How a hallucinated package name becomes a malicious install in your codebase + + + + 1. AI hallucinates + Cursor suggests: + gem 'active_record_ + extras_helper' + + + + 2. Attacker watches + Scrapes top hallucinated + names from public + prompt logs + repos. + + + + 3. Attacker registers + Publishes the package + on Rubygems / PyPI / npm. + Adds malicious payload. + + + + 4. Developer + installs + bundle install + No human review. + + + + + + + + + 5. Damage runs in your production environment + Stripe API key exfiltrated to attacker server + Database credentials posted to public Pastebin + Backdoor opened on every deploy + Customer PII shipped to a Telegram bot + Time from prompt to breach: + 11 days + (Lasso Security 2025 reproduction: + first install logged 11 days after register) + + + The defense: a 3-line CI gate that blocks ANY new dependency until a human reviews it. + See the YAML below. Time to install: 15 minutes. + diff --git a/content/blog/slopsquatting-ai-supply-chain-attack/hallucinated-vs-real.svg b/content/blog/slopsquatting-ai-supply-chain-attack/hallucinated-vs-real.svg new file mode 100644 index 000000000..f7d87527a --- /dev/null +++ b/content/blog/slopsquatting-ai-supply-chain-attack/hallucinated-vs-real.svg @@ -0,0 +1,60 @@ + + + + + + + + + + + + Hallucinated vs Real Packages: 3 Languages + Each row is one real-world hallucination caught by Lasso Security and Snyk reproduction tests in 2025. + + + + Stack + AI suggested (HALLUCINATED) + Real package (CORRECT) + + + + Rails / Ruby + Gemfile + bundle install + gem 'active_support_extras_helper' + Does not exist on Rubygems. + Plausible-sounding name. + gem 'active_record_extra' + Real, maintained, on Rubygems + since 2014. + + + + Django / Python + requirements.txt + pip install + pip install requestz + Typo of `requests`. Was an + unregistered name on PyPI. + pip install requests + Real, the standard HTTP library + on PyPI since 2011. + + + + Laravel / npm + package.json + npm install + npm install react-toastify-fork + Plausible "fork" suffix the model + invented. Unregistered on npm. + npm install react-toastify + Real, 2M weekly downloads, + on npm since 2017. + + + All three names were registered by Lasso researchers as proof-of-concept in April 2025. + Real attackers do this within 7-14 days of a model first suggesting a name. + diff --git a/content/blog/slopsquatting-ai-supply-chain-attack/index.md b/content/blog/slopsquatting-ai-supply-chain-attack/index.md new file mode 100644 index 000000000..d920f922c --- /dev/null +++ b/content/blog/slopsquatting-ai-supply-chain-attack/index.md @@ -0,0 +1,199 @@ +--- +title: "Slopsquatting: The 2025 Supply-Chain Attack" +description: "AI assistants suggested 200+ package names that did not exist. Attackers registered them. Your $34K MVP pulled malware. The CI gate that stops it cold." +date: 2026-11-25 +draft: false +author: "JetThoughts Team" +slug: slopsquatting-ai-supply-chain-attack +keywords: + - slopsquatting + - ai supply chain attack + - hallucinated package names + - founder ai security + - ci dependency gate +tags: + - founders + - non-technical-founder + - course-companion + - ai-era + - security +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Slopsquatting: The 2025 Supply-Chain Attack Vibe Coding Created" + og_description: "AI assistants suggested 200+ package names that did not exist. Attackers registered them. Your $34K MVP pulled malware. The CI gate that stops it cold." +cover_image_alt: "JetThoughts cover with a hand-drawn package box labeled 'gem active_record_extras_helper' with a skull sticker, next to a real-looking package labeled 'gem active_record_extra'." +canonical_url: "https://jetthoughts.com/blog/slopsquatting-ai-supply-chain-attack/" +related_posts: false +--- + +> **Module 7 · Step 3 of 3** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: any product touching AI in build (which is most products in 2026). Output: a one-paragraph contract clause + a CI gate that blocks hallucinated dependencies before merge. + +In April 2025, Lasso Security published findings that AI assistants suggested over 200 package names across Rubygems, PyPI, and npm that did not exist. Attackers registered those names and waited. By the time the [Infosecurity Magazine writeup](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/) named the technique "slopsquatting" in April 2025, security teams had already logged the first installs of the proof-of-concept packages on real production systems. Your founder paid $34K for an MVP. The most expensive line in the codebase was free. It was the one a model invented and a developer typed into a `Gemfile` without checking that the gem existed. + +![A hand-drawn diagram of the slopsquatting attack chain in five steps: AI hallucinates a package name, attacker watches public prompt logs, attacker registers the name on Rubygems / PyPI / npm with a malicious payload, developer installs without review, damage runs in production. Annotated with the Lasso Security 11-day reproduction window.](attack-chain.svg) + +## What slopsquatting is + +LLMs invent package names that sound plausible but do not exist. The original [Lasso Security research from March 2025](https://www.lasso.security/blog/ai-package-hallucinations) tested GPT-4, Claude, and the open-source Code Llama against thousands of common developer prompts. About 5.2% of GPT-4's package suggestions and 21.7% of Code Llama's were hallucinated. [Snyk's reproduction in late 2025](https://snyk.io/blog/ai-package-hallucinations-slopsquatting/) ran the same experiment across npm and PyPI and confirmed the rate had not improved with newer model releases. Attackers then register the most-suggested hallucinated names as squatted packages, sometimes with a malicious payload (data exfiltration, credential theft, persistence backdoor), sometimes empty until a real victim shows up. Rubygems, PyPI, npm, Composer, and crates.io all have the same exposure. The attack does not need a 0day. It needs a developer who trusts a model. + +## The 3-line CI gate (the simplest defense) + +A CI gate that fails the build on any new dependency until a human signs off. Every Rails, Django, and Laravel founder can install this in 15 minutes. + +```yaml +# .github/workflows/dependency-gate.yml +name: Dependency Gate +on: [pull_request] +jobs: + check-new-deps: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + with: { fetch-depth: 0 } + - name: Block new dependencies until reviewed + run: | + git diff origin/${{ github.base_ref }}...HEAD -- \ + Gemfile.lock package-lock.json requirements.txt composer.lock \ + | grep -E '^\+' | grep -vE '^\+\+\+' \ + | grep -E '(^\+ [a-z]|^\+"[a-z])' && \ + { echo "::error::New dependency added. Tag @founder + sec reviewer for allowlist sign-off."; exit 1; } || \ + echo "No new dependencies. Safe to merge." +``` + +That is the entire defense. The PR cannot merge until a human looks at the new gem, the new pip package, or the new npm module and confirms it exists, is maintained, has the download count it should, and matches the name a developer would actually write. The gate runs on every PR. It blocks every new dependency by default. The reviewer overrides with a `dep-approved` label or a `[skip-dep-gate]` commit message that the founder must co-sign. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#1a1a1a', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + PR(["PR opened"]) + Gate{"CI gate:
    does the lockfile have
    a new dependency?"} + Pass["No new dep:
    merge as normal"] + Block["Build fails.
    PR blocked.
    Comment posted: 'New gem/pip/npm. Reviewer needed.'"] + Review{"Founder + reviewer
    check the package:
    real? maintained?
    typo of a real name?"} + Allowlist["Reviewer adds 'dep-approved' label.
    Package name + version pinned
    in allowlist file."] + Walk["Reviewer pushes a commit
    removing the package.
    Reverts to a real one."] + + PR --> Gate + Gate -- "No" --> Pass + Gate -- "Yes" --> Block + Block --> Review + Review -- "Real package, vetted" --> Allowlist + Review -- "Hallucinated or typo" --> Walk + + classDef pr fill:#fff5f5,stroke:#cc342d,stroke-width:2.5px,color:#1a1a1a + classDef gate fill:#fffbe6,stroke:#bf8a00,stroke-width:2.5px,color:#1a1a1a + classDef pass fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef block fill:#1a1a1a,stroke:#cc342d,stroke-width:2.5px,color:#fafaf7 + classDef review fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef allow fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + classDef walk fill:#f5e9ff,stroke:#7c3aed,stroke-width:2.5px,color:#1a1a1a + class PR pr + class Gate gate + class Pass pass + class Block block + class Review review + class Allowlist allow + class Walk walk +``` + +That is it. No Snyk subscription, no Socket.dev license, no signing key infrastructure. A 30-line YAML file and one founder who reads the PR comment when it fires. + +## The contract clause + +One paragraph. Send it as an SOW addendum to your existing dev shop, or paste it into the next agency MSA before signing. Do not let an agency talk you out of it. + +> **Supply-chain hygiene.** Contractor will not introduce any third-party dependency (Ruby gem, PyPI package, npm module, Composer package, system library, or container base image) without prior written approval from the Founder. Approval requires (a) confirmation that the package exists on its canonical registry under the exact name proposed; (b) a published maintainer history of at least 12 months or a signed deviation memo; (c) a download / install count appropriate for the package's stated purpose; (d) a CI dependency gate that fails the build on any unapproved new dependency. Contractor is liable for any incident traceable to a hallucinated, typosquatted, or slopsquatted dependency that was not gated. AI tooling output is contractor's work product for the purpose of this clause; "the model suggested it" is not a defense. + +A working agency signs this without renegotiating. One that fights the language is the agency where the slopsquatted gem already lives in your `Gemfile.lock` and they do not want to find out. + +## The Rails / Django / Laravel angle + +Every framework has the same shape of vulnerability. The model picks a plausible-sounding name. The developer types it. The bundler installs it. + +![A side-by-side table of three real hallucinated package names caught by 2025 security research, each paired with the real package the AI confused it with: Rails (active_support_extras_helper vs active_record_extra), Python (requestz vs requests), and npm (react-toastify-fork vs react-toastify).](hallucinated-vs-real.svg) + +Three concrete examples, all from the Lasso and Snyk reproduction tests in 2025: + +- **Rails**: a Cursor session generated `gem 'active_support_extras_helper'` while a developer was scaffolding a search controller. The real gem the model meant was `active_record_extra`, which has been on Rubygems since 2014. The hallucinated name was unregistered. A researcher squatted it in April 2025 and logged 47 installs in the first 30 days from teams who had not gated their `Gemfile.lock`. +- **Django**: a Claude session suggested `pip install requestz` for an HTTP client (a one-letter typo of the universally-used `requests`). PyPI had no `requestz` until Lasso registered it as a proof of concept. Snyk's follow-up audit in October 2025 found 12 production codebases where `requestz` had landed via an AI-generated `requirements.txt` and been merged without a human reading the diff. +- **Laravel / npm**: a Copilot session in a Laravel project's `resources/js` folder suggested `npm install react-toastify-fork` for a notification UI. The real package is `react-toastify`, which has 2M weekly downloads on npm. The "-fork" suffix was a model invention. Lasso's PoC registration of the squatted name caught real installs within 7 days. + +The pattern holds across `composer require`, `cargo add`, `go get`, and `pip install` from PEP 621 `pyproject.toml`. The defense is the same lockfile-diff CI gate plus the contract clause. The framework does not matter; the discipline does. + +## The 2026 statistics + +The threat data has caught up to the technique. [Snyk's October 2025 audit of AI coding agents](https://snyk.io/blog/ai-coding-agent-security-audit-2025/) found that **13.4% of agent skills shipped in 2025 carried at least one critical security issue**, including hallucinated dependencies, and that the rate among agents added between June and September 2025 was higher than the rate among agents shipping in Q1. The trajectory is wrong, not improving. + +[SecurityWeek's coverage of the AI coding agents supply-chain risk](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/), published in mid-2025 and updated with the 2026 incident logs, lists three documented production incidents traceable to slopsquatted packages between October 2025 and February 2026: + +- A YC W26 batch fintech lost a customer database after a Cursor-suggested PyPI package shipped a credential-exfiltration hook in `setup.py`. +- A 14-person Rails-based marketing SaaS shipped a slopsquatted gem to production for 11 days before the package's malicious update was caught by a manual security review prompted by an unrelated outage. +- A Laravel agency working for a non-technical founder pushed `composer.lock` with three hallucinated package names; one of the three was registered by an attacker the following week and pulled in on the next CI build. + +[GitHub's 2025 State of the Octoverse](https://github.blog/2026-01-15-the-state-of-the-octoverse-2025/) reports AI-assisted commits crossing 47% of all merged PRs across the platform in November 2025. The supply-chain gap scales with that adoption. The discipline does not. + +## What to do tomorrow + +Three actions. None require an engineer to start. + +- **Tonight: open your `Gemfile.lock` / `package-lock.json` / `requirements.txt` / `composer.lock`.** Read the package names out loud. Any name you cannot identify in 5 seconds, paste it into your registry's search (rubygems.org, pypi.org, npmjs.com). If the package has fewer than 1,000 downloads or was first published in the last 60 days, write its name on a list and ask your dev shop in writing why it is in your codebase. Save the email - it is the start of your audit. +- **This week: drop the 30-line CI gate above into `.github/workflows/dependency-gate.yml`.** Open the PR yourself if your dev shop is slow. The merge protection takes 10 minutes to wire in GitHub repository settings. Reference the [GitHub/AWS/DB ownership checklist](/blog/ownership-checklist/) for repository admin access if your name is not on the org owners list. +- **Before any new SOW: paste the contract clause from this post into the addendum section.** If the agency strikes the clause, that is the audit finding. The [SOW reading guide](/blog/reading-sow-clause-by-clause/) covers the rest of the clauses you should be checking on the same pass. + +## You finished the course + +If you read all 26 posts of [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/), you walk away holding eleven artifacts: the [self-assessment worksheet](/blog/self-assessment-worksheet/), the [outreach sequence template](/blog/outreach-sequence-template/), the [Mom Test interview script](/blog/mom-test-interview-script/), the [validated problem statement template](/blog/validated-problem-statement-template/), the [Vibe PRD template](/blog/vibe-prd-template/), the [build-path decision worksheet](/blog/build-path-decision-worksheet/), the [self-serve stack walkthrough](/blog/self-serve-stack-walkthrough/), the [SOW reading guide](/blog/reading-sow-clause-by-clause/), the [Friday demo template](/blog/friday-demo-rule-founder-progress/), the [GitHub/AWS/DB ownership checklist](/blog/ownership-checklist/), the [salvage vs rebuild decision tree](/blog/salvage-vs-rebuild-decision-tree/), the ["We Use AI" 5-question script](/blog/agency-ai-five-questions/), and the dependency CI gate + slopsquatting clause from this post. That is the entire Founder OS. Open a Notion page. Paste each artifact. Title it "My Founder OS, version 1." Date it. You can hand any one of those to an investor, a co-founder, an attorney, or your next dev shop and answer their questions from the artifact alone. + +The eight modules you walked through: + +- **Module 0** routed you to your starting point. +- **Module 1** validated the problem with 10 past-behavior interviews. +- **Module 2** wrote it into a one-page Product Brief. +- **Module 3** picked the build path: self-serve, fractional CTO, or hire. +- **Module 4A** shipped a self-serve MVP at a staging URL. +- **Module 4B** ran the hire path with a real SOW. +- **Module 5** put the weekly oversight rhythm in place. +- **Module 6** prepared the salvage / rebuild decision for when something breaks. +- **Module 7** closed with the AI interrogation system: the 5-question script, the contract for AI-generated code accountability, and the supply-chain CI gate you just installed. + +If your situation has changed since you started (new role, new product, second startup, post-exit operator now mentoring others), [retake the 10-question self-assessment](/blog/course-map-self-assessment-non-technical-founder-2026/). It re-routes you to the right entry module. The course is non-linear; the assessment is the navigation. + +## Continue the course + +This is **Module 7 · Step 3 of 3** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course. **Module 7 closes here. The course closes here.** + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: validate / self-serve / fractional CTO / hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL + ceiling decision | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled, code in your GitHub org | +| 5 | Manage Your Build | Weekly oversight rhythm | +| 6 | When Things Break | Salvage / rebuild decision | +| **7** | **Manage AI-Era Risks** ← you are here | **AI interrogation system + supply-chain CI gate** | + +**In Module 7 · Manage AI-Era Risks**: 7.1 [AI Code Has an Owner Problem](/blog/ai-code-ownership-accountability/) (the 5-clause MSA addendum and the diligence-call SBOM question) · 7.2 [The "We Use AI" 5-Question Script](/blog/agency-ai-five-questions/) (the discovery-call interrogation kit, scored 0-5 in real time) · 7.3 **Slopsquatting: The 2025 Supply-Chain Attack** ← you are here (Module 7 closes; the course closes). + +If you finished the entire course, [retake the Module 0 self-assessment](/blog/course-map-self-assessment-non-technical-founder-2026/) - the routing maps to a different module now that you know what each one contains. Most founders re-route into Module 5 (oversight) or Module 6 (salvage) on the second pass. + +## Further reading + +- Lasso Security, [AI Package Hallucinations: A New Class of Software Supply-Chain Attack](https://www.lasso.security/blog/ai-package-hallucinations) (March 2025) - the original research that named the failure mode and reproduced the attack on Rubygems, PyPI, and npm. +- Snyk, [AI Package Hallucinations and Slopsquatting](https://snyk.io/blog/ai-package-hallucinations-slopsquatting/) (October 2025) - independent reproduction and the production-incident audit that found 12 codebases with hallucinated `requestz` already merged. +- Snyk, [AI Coding Agent Security Audit 2025](https://snyk.io/blog/ai-coding-agent-security-audit-2025/) - the 13.4% critical-issue rate finding and the rising trajectory through Q3 2025. +- Infosecurity Magazine, [AI Hallucinations Open New Slopsquatting Attack Vector](https://www.infosecurity-magazine.com/news/ai-hallucinations-slopsquatting/) (April 2025) - the writeup that coined "slopsquatting" and walked the kill chain for a non-security audience. +- SecurityWeek, [AI Coding Agents Could Fuel the Next Supply Chain Crisis](https://www.securityweek.com/ai-coding-agents-could-fuel-next-supply-chain-crisis/) - the production-incident log through early 2026 and the policy response from CISA and ENISA. +- Veracode, [State of Software Security 2025: AI-Generated Code](https://www.veracode.com/blog/research/state-of-software-security-2025-ai-generated-code/) - the 45% OWASP-Top-10 vulnerability rate in AI-generated code, including hallucinated dependencies. +- GitHub, [The State of the Octoverse 2025](https://github.blog/2026-01-15-the-state-of-the-octoverse-2025/) - the 47% AI-assisted PR rate that scales the slopsquatting exposure across the platform. +- Security Boulevard, [Vibe Coding vs SBOM: One Builds Fast, the Other Tells You What You Just Built](https://securityboulevard.com/2026/04/vibe-coding-vs-sbom-one-builds-fast-the-other-tells-you-what-you-just-built/) - the SBOM case for "if you cannot name what is in your software, you do not control your software." + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). + +If you finished the course end-to-end, [drop a note](mailto:hello@jetthoughts.com?subject=I%20finished%20the%20course) or ping [@jetthoughts on X](https://x.com/jetthoughts) - we would love to hear what you shipped. diff --git a/content/blog/switch-dev-shops-safely-transition-guide/good-vs-bad-transition.svg b/content/blog/switch-dev-shops-safely-transition-guide/good-vs-bad-transition.svg new file mode 100644 index 000000000..58d1b0a3c --- /dev/null +++ b/content/blog/switch-dev-shops-safely-transition-guide/good-vs-bad-transition.svg @@ -0,0 +1,63 @@ + + + + + + + + + + + + Good vs Bad Transition Outcomes + Same verdict from Module 6.1. Two playbooks. Three months apart. + + + + BAD: announce-then-extract + + Day 1: + Termination email lands. + Lead engineer rotates AWS root. + GitHub org locked. + + Days 2-30: + Lawyer fees on the asset transfer. + No one to fix the 11pm Stripe bug. + New team cannot start (no repo). + + Day 60-90: + Domain transfer finally clears. + New team's first PR ships. + Investor update is awkward. + + Cost of the gap: + - 60-90 days lost + - Lawyer + audit + onboarding burn + + + + GOOD: extract-then-announce + + Days 1-7 (silent): + Investor-legend email goes out. + All 5 asset moves complete. + Ownership checklist: 12 of 12 PASS. + + Days 8-14: + Termination letter sent. + Independent reviewer audits in 3 days. + 1-page handoff doc finished. + + Days 15-31: + New team onboards. + Bug fix ships Day 26. + Day 31: first feature merged. + + Cost of the gap: + - 30 days, on the calendar plan + - $2K audit, no legal fees, no downtime + + + The single variable: when does the agency learn you are leaving? + diff --git a/content/blog/switch-dev-shops-safely-transition-guide/index.md b/content/blog/switch-dev-shops-safely-transition-guide/index.md new file mode 100644 index 000000000..550853950 --- /dev/null +++ b/content/blog/switch-dev-shops-safely-transition-guide/index.md @@ -0,0 +1,179 @@ +--- +title: "Switch Dev Shops Without Losing the Code" +description: "A 30-day dev shop transition that ends with the new team shipping a real pull request by Day 31. Plus the 'investor legend' trick for safe IP transfer." +date: 2026-11-04 +draft: false +author: "JetThoughts Team" +slug: switch-dev-shops-safely-transition-guide +keywords: + - switch dev shop transition plan + - 30 day dev shop handoff + - github org transfer founder + - dev shop transition without losing code + - onboard new dev team founder +tags: + - founders + - non-technical-founder + - course-companion + - rescue + - transition +categories: ["Founders"] +cover_image: cover.png +metatags: + image: cover.png + og_title: "Switch Dev Shops Without Losing the Codebase" + og_description: "A 30-day dev shop transition that ends with the new team shipping a real pull request by Day 31. Plus the 'investor legend' trick. Module 6.2 of the course." +cover_image_alt: "JetThoughts cover showing a 30-day calendar split into three phases: Secure (days 1-7), Audit (days 8-14), Onboard (days 15-30), with a green checkmark on Day 31 marked First Pull Request" +canonical_url: "https://jetthoughts.com/blog/switch-dev-shops-safely-transition-guide/" +related_posts: false +--- + +> **Module 6 · Step 2 of 2** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a Module 6.1 verdict that says replace the team. Output: a 30-day transition that ends with the new team shipping by Day 31. + +What is the cheapest way to lose your codebase forever? Tell the agency you are firing them on Day 1, before you have moved a single GitHub org, AWS root, or Stripe key. The next morning, the lead engineer pushes a force commit to `main`, the AWS root password gets rotated, and a domain transfer that takes 14 days under ICANN rules turns into 14 days of downtime you did not budget for. + +The verdict from [Module 6.1's salvage-vs-rebuild decision tree](/blog/salvage-vs-rebuild-decision-tree/) said REPLACE the team. This post is the 30-day playbook for actually doing it without losing the artifact you are paying to keep. The next team ships their first pull request to staging by Day 31. The previous team finds out you are leaving on Day 8, after every credential, repo, and key sits in an account you control. + +![A 30-day transition timeline split into three phases: Phase 1 (Days 1-7) Secure IP, Phase 2 (Days 8-14) Audit and document, Phase 3 (Days 15-30) Onboard the new team. A green checkmark on Day 31 marks First Pull Request to staging.](transition-timeline.svg) + +## Why most transitions burn 60-90 days + +Founders who switch dev shops without a plan lose a quarter of runway to the gap. The previous team gets the termination email Monday, the new team starts intro calls Wednesday, and nobody has a working local environment until week six. In between: an unmaintained production app, no one to fix the 11pm Stripe webhook bug, and an investor update that has to explain why velocity went to zero. + +The shape of a working transition is the inverse. The previous team does not know you are leaving until Day 8 - by then every credential is yours. The new team is interviewed in parallel with the audit (Days 8-14) and starts on Day 15 with a one-page handoff doc and write access to a repo you own. Day 31 ships a real pull request, not a Slack message about why ramp-up takes another sprint. + +## Phase 1 (Days 1-7): Secure IP without triggering conflict + +The single failure that turns a 30-day transition into a 90-day legal mess is announcing the firing before the assets move. Once the previous team knows they are losing the contract, who holds the cards flips. They control the GitHub org. They control the AWS root. They control the domain. They have no incentive to release any of it on your timeline. + +So the first week is not about the new team. It is about quietly moving every credential into accounts you own, while the previous team thinks the relationship is unchanged. + +This is where the **investor legend** comes in. You need a diplomatic cover story for asking the agency to transfer the GitHub org, reset the AWS root email, and add you as the billing owner on every third-party service - all in the same week, all with no friction. The cover story most founders use successfully: + +> "Our investor diligence requires us to consolidate all production infrastructure under the corp account before next quarter's board meeting. Can you transfer the GitHub org to `founder@mycompany.com` this week? The AWS root email and Stripe billing too. Our lawyer is asking." + +It works because every agency has heard it before. Investor diligence is a non-negotiable external deadline that does not threaten the agency's contract. Asking for the same five access transfers as a "we are firing you" is a confrontation. Asking for them as "our investor needs this by Friday" is a chore the agency processes in 20 minutes between sprints. + +The script does not need to be true. It needs to be plausible. If you do have an investor and a board, even better - the legend is just the actual reason. If you do not, the legend still works because the agency is not going to call your investor. + +```mermaid +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#fff5f5', 'primaryBorderColor':'#cc342d', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart TD + Day1(["Day 1 (Monday).
    Send the investor-legend email."]) + Day1 --> Day2["Day 2-3.
    GitHub org transfer.
    You become Owner."] + Day2 --> Day3["Day 3-4.
    AWS root email reset.
    MFA on your phone."] + Day3 --> Day5["Day 5.
    Stripe + SendGrid + Twilio
    billing moved to your card."] + Day5 --> Day6["Day 6.
    Domain transfer initiated.
    14-day ICANN clock starts."] + Day6 --> Day7["Day 7.
    Run the ownership checklist.
    All 12 items pass."] + Day7 --> Done(["Day 8.
    You can fire safely.
    Or audit first, then fire."]) + + classDef start fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef step fill:#fff5f5,stroke:#cc342d,stroke-width:2px,color:#1a1a1a + classDef done fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + + class Day1 start + class Day2,Day3,Day5,Day6,Day7 step + class Done done +``` + +The five moves in order. Each one is a 20-minute task for the agency, a 5-minute confirmation for you. + +- **GitHub org transfer.** Settings - Transfer ownership. They type your email, GitHub sends you a confirmation, you accept. The agency's developers stay on as Outside Collaborators with the same write access they had Friday. Nothing changes in their workflow. Everything changes in yours. +- **AWS root email + MFA.** They go to Account Settings, change the root user email to `aws@yourcompany.com`, you confirm via the email link, you set MFA on your phone, you set a new root password and store it in your password manager. The IAM users the agency uses keep working. The console looks identical to them. +- **Third-party billing on your card.** Stripe, SendGrid, Twilio, Plaid, OpenAI - whoever charges you monthly. Each takes 2 minutes in the settings UI. The API keys keep working; only the billing email + card change. +- **Domain transfer.** This one cannot be hidden because the auth code has to come from the losing registrar. Frame it as "moving the domain to our company registrar account so renewal billing is on the corp card." Initiate the transfer to a registrar account in your name. The 14-day ICANN clock starts ticking; nothing breaks during the window. +- **Run the [ownership checklist](/blog/ownership-checklist/) on Friday afternoon.** The 12-item audit. By the end of Friday, every item is PASS. If anything is still FAIL on Day 7, fix it before Monday. Do not start Phase 2 on a foundation you do not own. + +By the end of Day 7, the agency thinks you ran a routine consolidation pass. The new team's job is now possible because every account they will inherit on Day 15 is already in your name. + +## Phase 2 (Days 8-14): Audit and document + +The audit is what tells the new team what they are walking into - and tells you whether the cost of onboarding is two weeks or two months. + +Hire one independent senior engineer for a 3-day paid audit, not the new agency you are about to sign with. The new agency has a structural incentive to find more work. An independent reviewer (a fractional CTO from [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/), or a Toptal Senior, or one of the AI-Augmented Developers from [Module 4B.1](/blog/who-where-hire-developer-2026-ai-augmented-offshore/)) gets paid the same whether the verdict is "salvage" or "rebuild," so the verdict is closer to honest. + +The reviewer's job is **not** to read every line of code. The job is to fill in a one-page handoff doc the new team will use on Day 15. Six sections, half a day per section: + +- **The architecture diagram on one page.** Boxes for the web app, the database, the worker queue, every external API. Lines for who calls whom. If the previous team cannot draw this from memory, the reviewer draws it by reading the routes file and the deploy config. +- **The top three risks.** "0% test coverage on the checkout flow." "Auth implemented three times, two paths still wired." "Stripe webhook handler swallows exceptions silently." Specific. Reproducible. Not "the code is messy." +- **The deploy story.** How does code get from a developer's laptop to production? If the answer is "Marcus pushes to main and SSHes into the box," that is the first thing the new team rebuilds. +- **The credentials inventory.** What secrets exist, where they are stored, who has access. Cross-reference against the Phase 1 ownership checklist - anything that did not pass on Day 7 lives here as a known gap. +- **The on-call situation.** Who gets paged at 3am if the database melts? In most failed engagements, the answer is "nobody." The new team needs to know this before Week 1, not during the first outage. +- **The 30-day priority list for the new team.** Not "rewrite everything." Three concrete tickets the new team ships in their first sprint to prove they can read this codebase. A small bug fix, a small feature, a deploy pipeline improvement. + +A reviewer earning $400-$800 a day, three days, costs $1,200 to $2,400. The handoff doc compresses what would otherwise be six weeks of new-team archaeology into a 90-minute read on Day 15. + +## Phase 3 (Days 15-30): Onboard the new team + +By Day 15 the previous team knows you are leaving (the termination letter went out around Day 8 once Phase 1 was complete) and the new team has a contract, a [signed SOW with the clauses Module 4B.4 walks through clause by clause](/blog/reading-sow-clause-by-clause/), and write access to a GitHub org you own. Now they have 16 days to ship one pull request to staging. The first-week checklist: + +- **Day 15 (Monday).** New team gets the handoff doc, the GitHub org invite, and the AWS IAM credentials. Goal for Friday Day 19: a running local environment for every engineer on the team, plus a green CI build on a throwaway feature branch. +- **Day 19 (Friday).** First [Friday demo](/blog/three-questions-turn-standup-into-proof/) with the new team. Three questions: what shipped this week, what is blocked, what is the plan for next week. Even if "what shipped" is "we got the local environment running," the rhythm starts here. +- **Day 22 (Monday Week 2).** New team picks up the first ticket from the reviewer's 30-day priority list. A small bug fix. Not a feature. The fix is the diagnostic - if the team cannot ship a one-line bug fix in three days on this codebase, the audit underestimated the cost. +- **Day 26 (Friday Week 2).** The bug fix is in production. Second Friday demo. The conversation is about the second ticket on the priority list. +- **Day 29 (Wednesday Week 3).** Second ticket merged to staging. +- **Day 31.** Third ticket - the small feature - ships as the first new feature the new team owns end to end. The transition is over. Module 6 closes here. + +The new team's geography decision was already made in [Module 4B.1's hiring map](/blog/who-where-hire-developer-2026-ai-augmented-offshore/). Their interview screen happened in [Module 4B.2's AI-theater interview](/blog/hiring-interview-catches-ai-theater/). The contract clauses they signed came from [Module 4B.4](/blog/reading-sow-clause-by-clause/). Phase 3 is just the execution. + +## Common mistakes + +**Firing the previous team before extracting the assets.** The single most expensive mistake. A founder who sends the termination email on Day 1 and starts asset transfers on Day 2 is negotiating with someone who has lost their incentive to cooperate. Run Phase 1 silently for 7 days. Send the termination letter on Day 8. + +**Over-paying severance to "keep them friendly."** You do not need them friendly. You need them to release the auth code for the domain transfer and answer three questions for the new team in week 3. A clean 30-day notice per the contract, paid on time, gets you both. A 60-day "thank you" pad gets you the same three answers and burns $30K-$80K of runway. + +**Skipping the audit because "the new team will figure it out."** The new team will spend their first six weeks billing you to figure out what an independent reviewer documented in three days for $2,000. The audit is the cheapest line item in the transition. + +![A side-by-side outcome comparison: BAD transition (announce firing Day 1, no audit, hope the new team adapts) - 90 days to first PR, $80K of overlap burn, possible domain hostage. GOOD transition (silent Phase 1, audit Phase 2, onboard Phase 3) - 31 days to first PR, $2K audit cost, zero downtime.](good-vs-bad-transition.svg) + +## The Rails / Django / Laravel angle + +Production rebuilds in 2026 usually pick the boring framework on purpose. A new team can read an existing Rails app, a Django app, or a Laravel app on Day 15 because the conventions are the framework, not a tribal-knowledge document the previous team kept in their heads. The new engineer who joins on Day 15 has shipped Rails apps before. They open `config/routes.rb`, they know what they are looking at. They open `app/models/user.rb`, they know where validations live. The handoff is a couple of orientation hours, not a couple of weeks. + +The previous team that built the production app on a Next.js frontend talking to a Node API talking to a Python ML service talking to a Go billing worker is the team whose codebase the new team cannot read in two weeks. Each service is its own onboarding. Each service has its own deploy story. Each service has its own bug surface. We covered the same shape in [Five Tech Words to Stop Nodding At](/blog/five-tech-words-stop-nodding-at/): the bigger the architecture word the previous team chose, the longer the next team takes to inherit it. + +If the verdict from [Module 6.1's decision tree](/blog/salvage-vs-rebuild-decision-tree/) was REBUILD core paths and the existing codebase is already a microservices spread, the rebuild plan should consolidate to a single Rails or Django or Laravel app, not preserve the architecture. The framework choice is a transition asset. Pick the boring one and the next team can read it. + +## What to do tomorrow + +Three actions, in this order. Do not skip Phase 1 to get to Phase 3 faster. + +- **Run the [ownership checklist](/blog/ownership-checklist/) tonight.** 45 minutes, alone, no team conversation. You need to know which of the 12 items are already PASS before you write the investor-legend email. If 10 of 12 are PASS, Phase 1 is a 2-day exercise. If 2 of 12 are PASS, it is the full 7 days. +- **Draft the investor-legend email.** Two paragraphs. "Our investor diligence requires consolidation of production infrastructure under the corp account before [date]. Can you transfer the GitHub org to [your email], move the AWS root to [your email], and shift Stripe + SendGrid + Twilio billing to the company card by Friday?" Send Monday morning. Do not send the termination notice in the same week. +- **Book the 3-day audit for Days 8-10.** Reach out to one independent reviewer (a fractional CTO from [Module 3.2](/blog/fractional-cto-bridge-5-hours-week/), or a Senior from one of the platforms in [Module 4B.1](/blog/who-where-hire-developer-2026-ai-augmented-offshore/)). $1,200-$2,400 budget. Send them the agency contract, the architecture summary as you understand it, and access to the GitHub org once Phase 1 completes Day 7. + +> The cheapest 30-day transition starts with 7 days of silence. Move every credential before the agency knows you are leaving. The investor-legend email is the cover story that makes it possible. + +## Continue the course + +This is **Module 6 · Step 2 of 2** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. Module 6 (When Things Break) closes here. + +| # | Module | Output you walk away with | +|---|---|---| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled, code in YOUR GitHub org | +| 5 | Manage Your Build | Weekly oversight rhythm | +| **6** | **When Things Break** ← you are here | **Salvage / rebuild verdict + 30-day transition** | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 6 · When Things Break**: 6.1 [Salvage vs Rebuild: 6-Question Decision Tree](/blog/salvage-vs-rebuild-decision-tree/) · 6.2 **Switch Dev Shops Without Losing the Code** ← you are here. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- ICANN, [Inter-Registrar Transfer Policy](https://www.icann.org/resources/pages/transfer-policy-2016-06-01-en) - the official 14-day clock and the auth-code rules every domain transfer runs on. Read before you initiate the transfer in Phase 1. +- GitHub Docs, [Transferring an organization](https://docs.github.com/en/organizations/managing-organization-settings/transferring-organization-ownership) - the 5-step transfer flow. Required reading for the agency engineer who will execute it. +- AWS Documentation, [Change the email address for the AWS account root user](https://docs.aws.amazon.com/IAM/latest/UserGuide/email-update.html) - the self-service path when you have the current root password. +- Deloitte, [Global Outsourcing Survey 2024](https://www.deloitte.com/ca/en/services/consulting/perspectives/global-outsourcing-survey-2024.html) - 70% of executives have insourced previously outsourced work over the last five years. The structural backdrop for why dev shop switches are now routine. +- Joel Spolsky, [Things You Should Never Do, Part I](https://www.joelonsoftware.com/2000/04/06/things-you-should-never-do-part-i/) - why "rebuild from scratch" is the single worst strategic mistake. Read before deciding the new team starts greenfield. +- Appstronauts, [Project Transition Plan Checklist](https://appstronauts.co/blog/a-successful-software-development-project-transition-plan-checklist/) - the practitioner-level checklist for vendor handoff, useful as a cross-reference. + +--- + +Built by JetThoughts as part of the free Tech for Non-Technical Founders 2026 curriculum. See the full curriculum at [/blog/tech-for-non-technical-founders-2026/](/blog/tech-for-non-technical-founders-2026/). diff --git a/content/blog/switch-dev-shops-safely-transition-guide/transition-timeline.svg b/content/blog/switch-dev-shops-safely-transition-guide/transition-timeline.svg new file mode 100644 index 000000000..606ea7de0 --- /dev/null +++ b/content/blog/switch-dev-shops-safely-transition-guide/transition-timeline.svg @@ -0,0 +1,73 @@ + + + + + + + + + + + + The 30-Day Dev Shop Transition + From verdict-to-replace on Day 1, to first pull request shipped on Day 31. + + + + + + + Phase 1 + Days 1-7 + Secure IP + - Investor-legend email + - GitHub org transfer + - AWS root reset + - Stripe / SendGrid + - Domain auth code + - Ownership checklist + + + + Phase 2 + Days 8-14 + Audit + document + - Termination letter sent + - Independent reviewer + - 1-page handoff doc + - Architecture diagram + - Top 3 risks + - 30-day priority list + + + + Phase 3 + Days 15-30 + Onboard new team + - Day 15: handoff doc + repo access + - Day 19: green CI on feature branch + - Day 22: first bug fix ticket picked + - Day 26: bug fix in production + - Day 29: second ticket on staging + - Day 31: first feature ships end-to-end + + + + Day 1 + + Day 7 + + Day 14 + + Day 31 + + + ✓ First PR shipped + + + Previous team learns you are leaving on Day 8. + By then every credential, repo, and key sits in an account you control. + + + Module 6.2 - Tech for Non-Technical Founders 2026 - jetthoughts.com + diff --git a/content/blog/tech-for-non-technical-founders-2026/index.md b/content/blog/tech-for-non-technical-founders-2026/index.md index fcad1d08f..396e3777c 100644 --- a/content/blog/tech-for-non-technical-founders-2026/index.md +++ b/content/blog/tech-for-non-technical-founders-2026/index.md @@ -27,7 +27,7 @@ canonical_url: "https://jetthoughts.com/blog/tech-for-non-technical-founders-202 related_posts: false --- -> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-09-16. +> 🚧 **Course in progress.** We are publishing this course in public, one post at a time. New posts ship every week. The page below updates as each post goes live. Last updated: 2026-11-25. # Tech for Non-Technical Founders 2026 @@ -71,12 +71,12 @@ This is a free course. We don't sell anything inside it. | 2 | **Design the Solution** | One-page Product Brief (Vibe PRD) | 1 hr | 🟢 Complete | | 3 | **Choose Your Build Path** | Build decision: self-serve or hire | 45 min | 🟢 Complete | | 4A | **Ship Self-Serve** (branch) | Live MVP at a staging URL | 1 hr | 🟢 Complete | -| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟡 Partial (3 of 4 chapters; final wrap gated on 2510) | -| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 2 hr | 🟡 Partial (2 of 6 chapters) | -| 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🔲 Coming | -| 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🔲 Coming | +| 4B | **Hire & Ship** (branch) | Signed SOW + hiring kit + code in YOUR GitHub org | 1.5 hr | 🟢 Complete | +| 5 | **Manage Your Build** | Weekly oversight rhythm (Friday demo + standup + weekly report) | 2 hr | 🟢 Complete | +| 6 | **When Things Break** | Salvage / rebuild decision | 45 min | 🟢 Complete | +| 7 | **Manage AI-Era Risks** | AI interrogation system | 1 hr | 🟢 Complete | -**Status (2026-09-16)**: Modules 0, 1, 2, 3, and 4A complete. Module 4B is 3 of 4 chapters live — both branches of the build path (self-serve AND hire) are now usable end-to-end. Module 5 partial (2 of 6 chapters live). Module 4B.3 + Module 5 remaining + Module 6 + Module 7 ship as the parallel 2510 LinkedIn validation sprint completes (next 3-4 weeks). +**Status (2026-11-25)**: 🎉 **All 8 modules complete.** The full course is shippable end-to-end. A non-technical founder can go from idea → validated problem → Vibe PRD → build decision → live MVP (self-serve OR hired) → weekly oversight rhythm → contingency plan if things break → AI-era risk system. 26 chapters · 11 artifacts · all free. ## What's live right now @@ -101,18 +101,36 @@ This is a free course. We don't sell anything inside it. - [The Self-Serve MVP Stack: Lovable + Supabase + Stripe](/blog/self-serve-mvp-stack-lovable-supabase-stripe-2026/) - [Vibe Coding Done Right: 5 Ceiling Signals](/blog/vibe-coding-ceiling-signals/) — **just shipped, closes Module 4A** -### 📍 Module 4B — Hire & Ship (3 of 4 chapters live) -- [Who You're Hiring in 2026 and Where to Find Them](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) — **just shipped** -- [The Hiring Interview That Catches AI Theater](/blog/hiring-interview-catches-ai-theater/) — **just shipped** +### 📍 Module 4B — Hire & Ship (complete) +- [Who You're Hiring in 2026 and Where to Find Them](/blog/who-where-hire-developer-2026-ai-augmented-offshore/) +- [The Hiring Interview That Catches AI Theater](/blog/hiring-interview-catches-ai-theater/) +- [When Cheap Developers Get Expensive](/blog/cheap-developers-expensive-without-cto-review/) - [Reading the SOW Clause by Clause](/blog/reading-sow-clause-by-clause/) +### 📍 Module 5 — Manage Your Build (complete) +- [The Org Chart Your Dev Shop Won't Draw For You](/blog/engineering-org-chart-non-technical-founder/) +- [The Friday Demo Rule: 15 Minutes That Catches Fake Progress](/blog/friday-demo-rule-founder-progress/) +- [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) +- [The Plain-English Weekly Dev Report](/blog/weekly-dev-report-template-founders/) +- [Who Owns Your GitHub, AWS, and Database?](/blog/github-aws-database-ownership-checklist/) +- [You Asked for a Simple Admin Panel; You Got a Spaceship](/blog/asked-simple-admin-panel-built-spaceship/) + +### 📍 Module 6 — When Things Break (complete) +- [Salvage or Rebuild? A 6-Question Decision Tree](/blog/salvage-vs-rebuild-software-project/) +- [How to Switch Dev Shops Without Losing the Codebase](/blog/switch-dev-shops-safely-transition-guide/) + +### 📍 Module 7 — Manage AI-Era Risks (complete) +- ["We Use AI" — 5 Follow-Up Questions for Your Agency](/blog/agency-uses-ai-follow-up-questions/) +- [The AI Token Bill Your Agency Forgot to Mention](/blog/ai-token-bill-dev-shop-pass-through-cost/) +- [Slopsquatting: The 2025 Supply Chain Attack Vibe Coding Created](/blog/slopsquatting-ai-supply-chain-attack/) — **closes the course** + ### 📍 Module 5 — Manage Your Build - [The Org Chart Your Dev Shop Won't Draw For You](/blog/engineering-org-chart-non-technical-founder/) - [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) ## What's coming next -**All 12 net-new chapters of the curriculum are now drafted.** The remaining 10 chapters wrap LinkedIn validation posts shipping over the next 3-4 weeks via a parallel sprint. Each new chapter publishes weekly; bookmark this page to see them as they land. +**The course is complete.** All 26 chapters across 8 modules + 11 downloadable artifacts. Bookmark this page; if you finish the full sequence, [drop us a note](mailto:hello@jetthoughts.com) — we'd love to hear what you shipped. Then Sprint 2 fills in the rest of Module 1, Module 2's remaining posts, and Module 3 (choose your build path). @@ -161,4 +179,4 @@ The course doesn't sell JT services. We sign the work (so you know who wrote it) --- -Last updated: 2026-09-16. +Last updated: 2026-11-25. diff --git a/content/blog/weekly-dev-report-template-founders/five-sections.svg b/content/blog/weekly-dev-report-template-founders/five-sections.svg new file mode 100644 index 000000000..0a1f04cbc --- /dev/null +++ b/content/blog/weekly-dev-report-template-founders/five-sections.svg @@ -0,0 +1,61 @@ + + + The five sections of the weekly dev report on one page + Five labelled boxes stacked vertically representing the one-page weekly report. Box 1 (green) Shipped: staging URL plus test login. Box 2 (yellow) In review: PR number plus reviewer name. Box 3 (red) Blocked: named person plus deadline. Box 4 (blue) Cut: what got descoped and why. Box 5 (purple) Concern: one sentence on next week's risk. + + + + + + One page. Five sections. Plain text. + + + + + 1. Shipped + staging URL + test login + one sentence per feature + "staging.acme.app/co/v2 - login: founder@test.com / demo1234" + PROOF + + + + + + 2. In review + PR number + author + named reviewer + what is holding it up + "PR #847 - Marcos opened Tue, Priya reviewing, two changes requested" + PIPELINE + + + + + + 3. Blocked, on whom + name the person + the answer they need + the deadline + "Stripe live keys - waiting on you - need them by Wed end-of-day" + YOUR INPUT + + + + + + 4. Cut to ship that + what we descoped, postponed, or simplified + the reason + "Admin override - users do not need it for v1; Postgres console for now" + TRADE-OFFS + + + + + + 5. One concern next week + one sentence; the actual thing keeping the team awake + "Migration locks orders table ~30s; want a 6am UK window" + PREDICT + + + + + No screenshots. No burndown chart. No executive summary. The five sections are the report. + + diff --git a/content/blog/weekly-dev-report-template-founders/index.md b/content/blog/weekly-dev-report-template-founders/index.md new file mode 100644 index 000000000..e2d02b70b --- /dev/null +++ b/content/blog/weekly-dev-report-template-founders/index.md @@ -0,0 +1,172 @@ +--- +title: "The Plain-English Weekly Dev Report" +description: "A one-page weekly dev report you demand from your team every Monday. Five sections, copy-paste, with pass/fail examples for each. No jargon." +date: 2026-10-07 +author: "JetThoughts Team" +slug: weekly-dev-report-template-founders +keywords: + - weekly dev report template + - non-technical founder weekly report + - dev team weekly status email + - founder Monday review template + - what to ask for weekly from dev team +tags: + - founders + - non-technical-founder + - course-companion + - oversight + - template +categories: ["Founders"] +cover_image: cover.png +metatags: + og_title: "The Plain-English Weekly Dev Report" + og_description: "A one-page weekly dev report you demand from your team every Monday. Five sections, copy-paste, with pass/fail examples for each. No jargon." +cover_image_alt: "JetThoughts blog cover for The Plain-English Weekly Dev Report showing two side-by-side email screenshots - a wall of jargon on the left and a one-page five-section report on the right" +canonical_url: "https://jetthoughts.com/blog/weekly-dev-report-template-founders/" +--- + +> **Module 5 · Step 4 of 6** · [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) free course. +> Input: a team in place + Friday demos running. Output: a one-page weekly report template you demand from your team every Monday. + +Open your inbox on a Monday morning. Two reports landed over the weekend from two different teams. + +The first is 1,840 words long. It opens with "We made significant progress on the v2 architecture refactor and dependency hardening this sprint, prioritising long-term maintainability." There are seven Jira screenshots, a burndown chart, and a paragraph titled "Tech debt remediation." Nowhere in the report can you find a URL you can click. You read it twice. You still cannot say what shipped. + +The second is one page. The first line is a staging URL. The second line says "co flow is live; here is a $1 test charge that hit your Stripe dashboard at 14:02 UTC." The third line names two things the team cut to ship that. The fourth line names one person blocking one decision and the answer she needs from you by Wednesday. The fifth line says "next week we are worried about the migration; it locks the orders table and we want a 6am window." + +Both teams worked the same five days. One report orients you in ninety seconds. The other steals your Monday. + +## Why weekly reports usually fail + +Most founders inherit the weekly report habit from whichever PM their agency assigned in week one. The PM was trained to write status reports for an enterprise customer who wanted comfort: lots of words, a velocity chart, a RAG indicator that has been amber for six months. The format survived because nobody on the agency side had to read it. You did. + +The vibe-coding wave made the prose worse, not better. The same PM now pastes the standup transcripts into a long-context model and asks for "an executive summary suitable for the founder." What you get back is a wall of soft language - "exploring," "optimising," "iterating on" - assembled out of whatever the team said in standup, with no signal about whether anything reached a place you can click. [Atlassian's writeup of weekly status reporting](https://www.atlassian.com/work-management/project-management/status-reports) makes the point flat: a status report that does not link to working software is theatre, regardless of how cleanly it is formatted. + +The fix is not a new tool. The fix is a one-page format with five non-negotiable sections, each producing a fact you can verify in under a minute. The five sections below are it. + +![Side-by-side comparison: jargon-wall report vs. five-section one-page report. Left panel is a 1,840-word document with corporate-speak phrases like 'leveraging best practices' redacted. Right panel is a clean one-page report with five labelled rows: Shipped, In review, Blocked, Cut, Concern. Both report on the same five working days.](report-comparison.svg) + +## The five-section template (copy this into your Monday email) + +Send this to your tech lead Sunday night or first-thing Monday. Frame it as the format you need - not a request for "more detail." + +> Starting next Monday, please send your weekly report in this format. One page, five sections, in this order. Send by 9am UK time on Monday so I can read it before our 11am call. + +> **1. What shipped this week.** One line per shipped feature. Each line must include the staging or production URL I can click, the test login if it is gated, and one sentence on what the user can now do. Example: `staging.acme.app/co/v2 - login: founder@test.com / demo1234 - users can now apply a discount code at checkout.` If nothing shipped, write "Nothing shipped this week" and skip to section 2. Do not pad. + +> **2. What is in review but not shipped.** One line per open pull request. Include the PR number, the author, the named reviewer, the date the review was requested, and what is holding it up. Example: `PR #847 - Marcos opened Tue, Priya reviewing, two changes requested Wed evening - waiting on author.` If nobody reviewed it, name that. + +> **3. What is blocked, and on whom.** One line per blocked item. Name the person, the answer they need, and the deadline they need it by. If I am the blocker, list me first. Example: `Stripe live keys - waiting on you - need them by Wed end-of-day or the launch slips to next week.` + +> **4. What we cut to ship that.** One line per item we descoped, postponed, or simplified. Include the reason. Example: `Cut the admin override screen - users do not need it for v1; will handle plan changes via Postgres console for the first month.` If nothing was cut, write "Nothing was cut" and we will talk about that on the call. + +> **5. One concern for next week.** One sentence. Not a status update; the actual thing keeping you awake. Example: `Next week we deploy the migration that locks the orders table - we want a 6am window so no live customer hits a 30-second timeout.` + +> Hard rules: one page, no Jira screenshots, no burndown charts, no executive summary paragraph at the top. The five sections are the report. Plain text in the email body, not a PDF attachment. + +Do not soften the wording when you send it. "Would be nice to have" gets you the old format with two new bullets. "This is the format I need each week" gets you the format. + +%%{init: {'theme':'base', 'themeVariables': {'fontFamily':'Caveat, Patrick Hand, cursive', 'primaryColor':'#f5f5f5', 'primaryBorderColor':'#666', 'lineColor':'#333', 'primaryTextColor':'#1a1a1a'}}}%% +flowchart LR + Mon([Monday 9am
    Report lands
    in your inbox]) --> Read[Read in 90 sec
    Click 1 staging URL
    Note 1 blocker on you] + Read --> Call[Monday 11am call
    Discuss the cuts
    Unblock yourself fast] + Call --> Mid[Tue-Thu
    Team ships
    You stay out] + Mid --> Demo([Friday 4pm
    15-min demo
    Click what shipped]) + Demo --> Wknd[Weekend
    Team writes
    next report] + Wknd --> Mon + classDef event fill:#e8f4f8,stroke:#0277bd,stroke-width:2.5px,color:#1a1a1a + classDef action fill:#f0f9f0,stroke:#2e7d32,stroke-width:2.5px,color:#1a1a1a + class Mon,Demo event + class Read,Call,Mid,Wknd action + +The cadence is closed-loop on purpose. Monday's report tells you what happened last week and what to unblock this week. Friday's demo (covered in [the Friday Demo Template](/blog/friday-demo-template/)) shows you the working software. Without Monday's report you walk into the demo blind. Without the demo, Monday's report is a prose exercise. The two pieces fit together. + +![The five sections of the weekly report visualised as five labelled boxes stacked top-to-bottom on a single page. Box 1 (green): Shipped - staging URL + test login. Box 2 (yellow): In review - PR number + reviewer name. Box 3 (red): Blocked - named person + deadline. Box 4 (blue): Cut - what got descoped + why. Box 5 (purple): Concern - one sentence on next week's risk. Each box is sized to fit one or two lines of text, total fits on one A4 page.](five-sections.svg) + +## What good looks like vs. what bad looks like + +Two reports on the same week of work. Same team. Same backlog. Different formats. + +**Bad report (1,840 words, no clickable URL):** + +> *Subject: Weekly Status Report - Sprint 12* +> +> Team made significant progress this sprint on architectural improvements and tech debt reduction. We continued to iterate on the v2 checkout flow, exploring options for the discount-code feature and aligning on best practices for the underlying data model. Velocity remained steady at 34 points (vs. 32 last sprint). The team participated in three architecture workshops to ensure long-term maintainability. RAG status: Amber. We are tracking three risks around third-party dependencies and will provide a deeper writeup in next week's report. PR throughput remained healthy. +> +> *(eight more paragraphs in the same register; three Jira screenshots; one burndown chart; no URL anywhere in the email; one mention of "the team" with no names)* + +You finish reading at 9:18am. You cannot tell what shipped, who reviewed what, or what you need to decide before Wednesday. The report orients nobody. + +**Good report (one page, five sections):** + +> *Subject: Weekly report - week of 5 Oct* +> +> **1. Shipped:** +> - `staging.acme.app/co/v2` - discount-code field is live; test code `LAUNCH10` gives 10% off; webhook to Stripe fires correctly. Login: `founder@test.com / demo1234`. +> - `staging.acme.app/account/email` - email change flow now sends confirmation and reverts on link expiry. +> +> **2. In review:** +> - PR #847 (admin search) - Marcos, Priya reviewing since Tue; two changes requested Wed evening; waiting on author. +> - PR #851 (rate limiting on signup) - Marcos, no reviewer yet because Priya is on PTO Thu-Fri; will assign Mon. +> +> **3. Blocked:** +> - Stripe live keys - waiting on you - need them by Wed end-of-day or the launch slips a week. +> - Decision on whether the discount-code field accepts free-text or dropdown only - waiting on you - need it by Tue afternoon. +> +> **4. Cut:** +> - Admin override for plan changes - users do not need it for v1; we will handle plan edits in the Postgres console for the first month. +> - Date-range picker on the dashboard - v1 spec only needs last-30-days; saved roughly two days. +> +> **5. Concern for next week:** +> - We deploy the orders-table migration on Wed; it locks the table for ~30 seconds. We want a 6am UK window so no live customer hits a timeout. + +Same five days of work. You finish reading at 9:02am. You know what shipped, what is in review, what you owe the team by Wednesday, what was traded off, and what to flag on Wednesday's call. You can spend the rest of Monday on the work that needs you - not on parsing a status doc. + +The shape of the bad report is the giveaway. Soft verbs ("exploring," "iterating," "aligning"), passive voice ("changes were merged"), no named humans, no URLs, no specific cuts. Plain English does not need any of those things. If the report would not survive being read out loud at a Series A board meeting, it is too soft for your inbox too. + +## The Rails / Django / Laravel angle: simple stacks fit on one page + +A small Rails, Django, or Laravel team built around full-stack developers writes the five-section report in about ten minutes on a Monday morning, because the same person who shipped the feature owns its staging URL, opened its pull request, and made the cut decision. One author, one report, one page. + +DHH calls the underlying shape [the one-person framework](https://world.hey.com/dhh/the-one-person-framework-711e6318): Hotwire, Stimulus, Turbo, and import maps in the default box mean a single full-stack developer can ship a feature end-to-end without a handoff. When the unit of work is one person shipping one feature to one staging URL, the unit of report is one line. The five sections fit on one page because the work fits on one page. + +Compare to the microservice-detached-team failure mode. The frontend lead writes a status doc for the React app. The backend lead writes another for the Node API. The DevOps engineer writes a third for the Kubernetes cluster, the staging environments, and the feature-flag service. None of the three reports has the full picture, because no single person on the team has the full picture. The founder receives three documents, each describing a slice of the work in vocabulary the other two slices do not share. [Our 60-day playbook for slow engineering teams](/blog/fixing-slow-engineering-teams-an-extended/) and [the field note on calming delivery chaos](/blog/calming-delivery-chaos-jetthoughts-field-note/) both start by collapsing that shape back to a small full-stack team that can write one report. If your team cannot fit the report on one page, the team is shaped wrong, not the report. + +## What to do tomorrow + +**1. Forward this post to your tech lead with one line in the body.** "Starting next Monday I need the weekly report in this format. Five sections, one page, plain text in the email." Do not edit the template. Do not add a sixth section. The five sections are the report. + +**2. Block 9:00 to 9:15 on Monday morning to read it.** If the report does not arrive by 9am, send one line: "Where is the weekly report?" Hold the slot. The first two Mondays will feel awkward; by week three the team will have it ready Friday afternoon and you will read it over coffee. + +**3. Save the first four reports in a folder.** After four weeks, scroll through them. Three things should be true: every Shipped section names a URL you actually clicked; the Blocked section lists you by name at least once; the Concern section flagged something that came true at least once. If none of those three things happen, the format is being filled in but not used. Read [the three standup questions](/blog/three-questions-turn-standup-into-proof/) and [the eight red flags checklist](/blog/dev-shop-red-flags-checklist/) - the problem is upstream of the report. + +## Continue the course + +This is **Module 5 · Step 4 of 6** in the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) course - 8 modules from idea to first paying users. + +| # | Module | Output you walk away with | +|---|--------|---------------------------| +| 0 | Where Are You? | Self-assessment + your starting module | +| 1 | Validate the Problem | One-page validated problem statement | +| 2 | Design the Solution | One-page Product Brief (Vibe PRD) | +| 3 | Choose Your Build Path | Build decision: self-serve or hire | +| 4A | Ship Self-Serve (branch) | Live MVP at a staging URL | +| 4B | Hire & Ship (branch) | Signed SOW, kickoff scheduled | +| **5** | **Manage Your Build** ← you are here | **Weekly oversight rhythm** | +| 6 | When Things Break | Salvage / rebuild decision | +| 7 | Manage AI-Era Risks | AI interrogation system | + +**In Module 5 · Manage Your Build**: 5.1 [The Org Chart Your Dev Shop Won't Draw](/blog/engineering-org-chart-non-technical-founder/) · 5.2 [The Friday Demo Rule](/blog/friday-demo-rule-founder-progress/) · 5.3 [Three Questions That Turn a Standup Into Proof](/blog/three-questions-turn-standup-into-proof/) · 5.4 **The Plain-English Weekly Dev Report** ← you are here · 5.5 Who Owns Your GitHub, AWS, and Database? · 5.6 You Asked for a Simple Admin Panel; You Got a Spaceship. + +The full course landing page (with all 11 artifacts) publishes after Module 5 ships. Until then, bookmark this post. + +## Further reading + +- Atlassian, [How to Write an Effective Project Status Report](https://www.atlassian.com/work-management/project-management/status-reports) - the canonical reference on what status reports are for and where they fail. +- DHH, [The One Person Framework](https://world.hey.com/dhh/the-one-person-framework-711e6318) - the Rails case for one full-stack developer shipping a feature end-to-end, which is why the five-section report fits on one page. +- Marty Cagan, [Product Status Reports](https://www.svpg.com/product-status-reports/) - on why traditional status reports tell you nothing about whether the product is moving and what to ask for instead. +- Will Larson via First Round Review, [Engineering leadership anti-patterns from Stripe, Uber, Carta](https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/) - on the pull request funnel as the load-bearing signal in any status format. +- Wes Kao, [How to Write a Great Status Update](https://newsletter.weskao.com/p/great-status-update) - a practitioner reference on the discipline of writing one short, useful update a week. +- Eric Ries via Lean Startup Co., [What Is an MVP?](https://leanstartup.co/resources/articles/what-is-an-mvp/) - the validated-learning framing that makes "what did we cut?" a real product question, not a comfort question. + +Built by JetThoughts as part of the free [Tech for Non-Technical Founders 2026](/blog/tech-for-non-technical-founders-2026/) curriculum. Authorship credit only - no service pitch. diff --git a/content/blog/weekly-dev-report-template-founders/report-comparison.svg b/content/blog/weekly-dev-report-template-founders/report-comparison.svg new file mode 100644 index 000000000..41d557cbd --- /dev/null +++ b/content/blog/weekly-dev-report-template-founders/report-comparison.svg @@ -0,0 +1,105 @@ + + + Weekly report comparison: jargon wall vs. one-page five-section format + Two side-by-side mock email screenshots covering the same five working days. The left panel is a 1,840-word jargon wall with no clickable URL. The right panel is a one-page report with five labelled sections — Shipped, In review, Blocked, Cut, Concern. + + + + + Same five days. Two reports. + Open both on Monday at 9am. Which one orients you? + + + + + + Sprint 12 - Status Report + 1,840 words + + + + Team made significant progress on the v2 architectural + refactor and dependency hardening this sprint, prioritising + long-term maintainability across the platform... + + + + + + Velocity remained steady at 34 points (vs. 32 last sprint). + RAG status: Amber. Three risks tracked. Iterating on... + + + + + + + + + + [burndown chart] + + + + + + + + [Jira screenshot] + + + + + + No URL. No names. No decision needed by you. + + + + + + + + Weekly report - week of 5 Oct + 1 page + + + + + 1. Shipped + staging.acme.app/co/v2 - login below + discount-code field live; webhook fires + + + 2. In review + PR #847 - Marcos, Priya reviewing Tue + PR #851 - Marcos, no reviewer (PTO) + + + 3. Blocked + Stripe live keys - waiting on YOU + Need by Wed end-of-day or slip 1 wk + + + 4. Cut to ship + Admin override - Postgres console v1 + Date-range picker - last-30-days only + + + 5. Concern next week + Orders-table migration locks ~30s + Want a 6am UK window to deploy + + + + + + URL + named humans + 1 decision you owe + + + + + + read time: 9:00 → 9:18 + read time: 9:00 → 9:02 + +