Releases·Tool Release
RAG Techniques repo author open sources Agentic_Engineering kit that flags unverified claims in agent CLAUDE.md docs
Nir Diamant, maintainer of the 29k-star RAG Techniques repo, open-sourced Agentic_Engineering, an Apache 2.0 kit that has a coding agent verify CLAUDE.md/docs claims against actual code. Testing found Claude answering with SURE confidence about tools that exist only as plans in a spec, and five README/spec claims the code disproves. The tool generates a docs layer from real code and marks unconfirmable statements, though nothing enforces the files and grading is one model checking another.
13 engagement2 sourcesTue, Sep 15, 2026, 02:57 PM
AI Overview
- NirDiamant open sources the Apache 2.0 Agentic_Engineering kit, which generates docs/ layers, CLAUDE.md, and confidence cards from actual code in ~15 minutes
- A SURE answer cited two tools present only in a spec plan, not installed, revealing Claude read planned tooling as the stack
- Kit marks unverifiable lines with blank markers instead of certainty, deletes nothing, and stops once to ask; five README/spec claims failed code checks
- Claude Code's /init on the same repo caught a migration landmine the kit missed: duplicate table creation breaking newer migration paths
- No enforcement layer exists; the final check is one model grading another, and Codex or Cursor sessions lack sub-agents, grading their own output
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