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Reactance0083/README.md

Hi, I'm Wade Allen

AI Workflow Architect — I connect business tools to LLMs and make the whole stack run without babysitting.

Previously at CoinTracker, where I built production AI systems tying together Slack, Notion, GitHub, Linear, Guru, and Canny — triage bots, auto-routing pipelines, workflow automation that actually stayed running.

Now I build open-source templates and take on consulting work for teams that want real AI integrations, not demos.

Open Source Templates

All templates use pydantic-ai for structured LLM outputs and FastAPI for the webhook/API layer. Drop one into your project and have a working AI integration in under 10 minutes.

# Template What It Does
01 Slack → Notion Automation Classifies Slack messages, auto-creates Notion entries for tasks/decisions/blockers
02 GitHub Issue → Linear Triage Reads new issues, assigns priority + story points, creates Linear tickets automatically
03 Multi-LLM Cost Optimizer Routes prompts to the cheapest model that handles them — Claude, GPT-4o, Groq
04 Web Scraper + Semantic Search Scrapes any URL, extracts structured content, keyword + AI-ranked search
05 Prompt Engineering Runbook 5 agents: SWOT analyzer, social post generator, code reviewer, summarizer, decision framework
06 Email → Linear Auto-Triage Classifies customer emails, sets priority, creates Linear issues automatically with Slack alerts for critical tickets

All templates are available individually or as a bundle on Gumroad.

Tech Stack

Python FastAPI Anthropic pydantic litellm

APIs I work with regularly: Anthropic Claude, OpenAI, Slack, Notion, GitHub, Linear, Guru, Canny
Infrastructure: FastAPI, uvicorn, httpx, Playwright, pydantic-ai, litellm

Consulting

I take on a small number of consulting engagements for teams that want AI workflows that actually stick.

What I do:

  • Connect your existing tools (Slack, Notion, GitHub, Linear, etc.) to LLM pipelines
  • Build triage systems, auto-routing, and workflow automation
  • Structure your prompts so outputs are always machine-readable (no regex parsing)
  • Audit existing AI setups for reliability and cost

Typical engagement: 1-4 weeks, fixed scope, clear deliverables.

To start a conversation: cw.allen0083@gmail.com or book a discovery call (Calendly link — coming soon)

Recent Activity

Building in public — all templates are open source.

View all repos · Templates on Gumroad · Get in touch

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  1. pydantic-ai-slack-notion-automation pydantic-ai-slack-notion-automation Public

    Auto-capture Slack messages into Notion using pydantic-ai + FastAPI. Classifies tasks, decisions, blockers. Drop-in webhook. 10-min setup.

    Python

  2. pydantic-ai-github-issue-triage pydantic-ai-github-issue-triage Public

    Auto-triage GitHub issues into Linear tickets using pydantic-ai + FastAPI. Assigns priority, story points, team area automatically.

    Python

  3. pydantic-ai-multi-llm-cost-optimizer pydantic-ai-multi-llm-cost-optimizer Public

    Route prompts to the cheapest model that handles them. Claude + GPT-4o + Groq. Live cost tracking. Built with pydantic-ai + litellm.

    Python

  4. pydantic-ai-prompt-engineering-runbook pydantic-ai-prompt-engineering-runbook Public

    5 production pydantic-ai agents: SWOT analyzer, social post generator, code reviewer, multi-format summarizer, decision framework.

    Python

  5. pydantic-ai-web-scraper-semantic-search pydantic-ai-web-scraper-semantic-search Public

    Scrape any URL, extract structured content with pydantic-ai, search with keywords or AI-ranked semantic search. FastAPI backend.

    Python

  6. pydantic-ai-email-linear-auto-triage pydantic-ai-email-linear-auto-triage Public

    Email to Linear Issue Auto-Triage — FastAPI webhook that classifies incoming emails with Claude AI and creates prioritized Linear issues with Slack alerts

    Python