The standard advice for governing AI coding agents is to write a good CLAUDE.md. That answers orientation. It does not answer governance, error rates, or security — the three questions every engineering leader actually asks. This is the stack I run instead.
CLAUDE.md Is Not Enough: The Governance Stack for Agentic Development
