Production ready AI code is a claim that needs evidence. Push back with risk, review capacity, test coverage, and a release gate.
May 6, 2026
May 7, 2026
How to review AI generated code without losing control
AI generated code changes the review problem. You still own the diff, but the workflow needs smaller PRs, stronger tests, and clearer context.
May 5, 2026
May 6, 2026
AI coding is fast. Verification is the work.
AI coding tools can produce useful first drafts, but the real engineering work starts when a team has to verify, secure, and maintain that code.