Maintainer 2026-10-04: the safety net is for unseen code and the A/B tests exist
to prove the approach generalises; infrastructure work had drifted from that.
Runs are designed for AX on kube-ax, kind is the fallback.
Co-Authored-By: Claude Opus 5.5 <[email protected]>