AI Ops Audit Toolkit

AI Ops Audit Toolkit — private AI product

Your AI agents push code, run jobs, and touch production — but you have no audit trail, no policy enforcement, no health checks, and no way to prove compliance. One rogue agent action and you're debugging blind.

What you get

A battle-tested governance framework for AI agent operations: policy engine with 25+ pre-built laws, command risk classifier, secret detector, path guard, repo health analyzer, action receipt audit trail, job queue, worker loop, CLI tool, PostgreSQL schema (14 tables), 159 passing tests, and a full compliance checklist. Drop-in Python codebase — adapt to your agent stack in hours.