Maintain Product

Repair the owning layer. Stabilize active harm with a reversible mitigation when service impact requires it. For a measured frontend path, measure one user-visible behavior, correct the owning cause, and remeasure the same device and metric.

Open reproduction-driven repair when the cause, reproducer, or nondeterminism needs depth. Open frontend performance when the defect is a measured frontend path.