Delivery metrics from the receipts
ProvenHow often the lab ships, how often a change fails, and how fast it recovers, computed from the receipts themselves rather than reported by hand.
Production QA organs
ProvenScheduled checks that load the live URLs and run the same deterministic tests on every page, not a sample.
Frontend parity gate
ProvenNo screen ships unless every action it offers is verified against the real backend.
Out-of-family judge
ProvenA different model family reviews the work before it is called done, so the builder never grades its own homework.
Anomaly and runaway detectors
ProvenThey catch a hollow green, a storm of tool calls, or a loop that is burning money before it costs much.
Security scanner and adversarial benchmark
ProvenStatic scanning for known weakness classes, plus a battery that tries to break the lab's own rules on purpose.
Bug bank
LiveEvery defect found by a human or a check is filed once, with the fix and the test that keeps it from coming back.