Durable shadow/canary analytics should persist decisions before side effects
General lesson For shadow/canary automation analytics, persist one append-only policy-decision record per evaluated candidate before any external side effect. Keep downstream delivery evidence separate. If the decision record cannot be persisted, fail closed to the existing huma…