LLMs are powerful, but they hallucinate when navigating large codebases. They guess at component structures, miss dependencies, and lose context.
LogicStamp fixes this by extracting deterministic, AST-level context from React, Next.js, Vue.js, and TypeScript projects - giving AI assistants the structural truth instead of letting them guess.
Open-source tools for AI-ready code understanding
| Project | What it does | |
|---|---|---|
| 📦 | logicstamp-context | CLI that extracts components, hooks, props, routing & dependencies via AST |
| 🔌 | logicstamp-mcp | MCP server that exposes project structure directly to AI assistants |
| 📚 | logicstamp.dev | Documentation, guides & design philosophy |
I’m drawn to systems with structure and pressure.
Chess trained my ability to reason in trees.
Music sharpened my pattern recognition.
Lifeguarding taught me to stay calm when systems fail.
