11 July
2026
2026
Adding agentic harnesses to a codebase
Adding tooling to help AI ship well, why gating on coverage alone backfired into gamed tests, and why the fix looks like the platform work I used to do for teams.
Adding tooling to help AI ship well, why gating on coverage alone backfired into gamed tests, and why the fix looks like the platform work I used to do for teams.
Why centring the release process around a build artifact gets you speed, simplicity, and traceability, and why infrastructure delivery is a different beast that deserves its own pipeline.