botingw/langgraph-dev-navigator
An opinionated development framework for building production-ready AI agents with LangGraph. It grounds AI coding assistants (Cursor, Windsurf, Cline) and guides them to use local, official documentation, ensuring reliable, secure, and observable agentic workflows.
Implements a local knowledge server combining Retrieval-Augmented Generation (RAG) via Supabase and a Neo4j-based Knowledge Graph to validate AI-generated code against the actual LangGraph library structure, eliminating hallucinations through executable truth. The framework uses a git submodule of the official `langchain-ai/langgraph` repository as the canonical source, integrated with Claude via Model Context Protocol (MCP) for IDE-based AI assistants. Tracks measurable metrics—hallucination reduction, development autonomy, and first-pass success rates—treating AI reliability as a quantifiable, scientific problem.
Stars
23
Forks
4
Language
HTML
License
MIT
Category
Last pushed
Feb 07, 2026
Commits (30d)
0
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