An AI harness that lets one person — technical or not — build, run, and own a real business.
forge.sbknext.com · mcp.sbknext.com · echo.sbknext.com · Soch — verified products · repos
The last decade of software locked value inside two places: the people who can code, and the platforms that rent you your own data. I'm trying to remove both.
The thesis is simple — the harness should do the hard part, the owner should keep everything.
- 🧑💻 Any individual becomes productive. A non-technical person can stand up their own website and run the business behind it — without hiring a team and without learning to code first. The harness fills the gap.
- 🔐 You own all of it. The code and the database are developed as if the business owner wrote them — and they stay the owner's. No code-share, no lock-in, no platform sitting between you and your customers. Export, self-host, walk away anytime.
- 🤖 The AI is the team, not the product. Memory, orchestration, and safe automation are the scaffolding. What you build on top is yours alone.
Ship like a team of ten. Own it like a team of one.
The toolchain that turns a single operator into a full stack. Every piece is small, composable, and leaves the code in your repo.
| Project | What it does |
|---|---|
| 🌐 forge-site | Forge landing at forge.sbknext.com — the front door for the whole idea. Solo devs ship like teams. |
| 🧩 forge-client | Client SDK (Python · Node · Rust) for the Forge Brain MCP server — the memory + context layer behind the harness. |
| 🕸️ forge-sutra | Static structural graph for any JS/TS repo — flow graph, local HTML view, and code-derivable drift checks. Understand a codebase you didn't write. |
| 📣 forge-social | Safe-pace posting to X + Instagram from one CLI. Real Chrome session, zero passwords in the repo. |
| 💼 forge-linkedin | Safe-pace LinkedIn engagement (30 likes/day cap). Real session, no credentials checked in. |
The memory and observability layer the harness runs on — so an agent picks up exactly where it (and you) left off.
| Project | What it does |
|---|---|
| 🔌 Forge Brain MCP | Per-user, isolated memory over MCP. Every query is user_id-scoped at the DB layer — your data never bleeds into anyone else's. Auth by API key, per-user storage quotas, no file or code-exec surface. |
| 🔥 claude-fuse | Local-first observability for Claude Code — auto-detects mistakes and surfaces the skills you keep reaching for. |
| 💫 spec-kit | Spec-Driven Development toolkit (fork) — specs as the single source of truth, code generated against them. |
The other half of the mission: the same trust applied to what people buy.
- echo.sbknext.com — conversational AI for getting things done.
- echo.sbknext.com/shop — Soch — genuine, certified and verified product information. Know what a product actually is before you trust it. Consumer awareness, built in.
Soch — think before you buy. Verified info, not marketing.
- Own your code and your data. Always exportable, always self-hostable.
- No passwords in repos. Real sessions, secrets out of source.
- Isolation by default. Multi-user surfaces are scoped at the data layer, not by trust.
- Small, composable tools. Each Forge piece does one thing and leaves a trail you can read.
Built by @sbknext · Senior Frappe/ERPNext engineer · building Forge in the open.