Why this repo matters
Latest release 2d ago, 9 developer signals, 5 package/install signals
Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond (235 stars, 30 forks, Python, fresh release, 6 AI signals, 6 developer signals). Latest release: v1.12.6.