Production controls belong in the runtime
Tenant boundaries, authorization, provider budgets, upload quarantine, remote-media restrictions, prompt-injection boundaries, callback verification, secret redaction, takedowns, and explicit legal holds are enforced by production paths rather than client-only switches.
Roll out capabilities deliberately
Versioned rollout policy supports workspace, cohort, percentage, capability, provider, render-backend, and agent-mutation controls. Invalid policy fails closed, and emergency changes produce durable audit events.
Measure what matters
Operational evidence includes SLO measurements, bounded metrics, cost reservations and settlement, circuit-breaker transitions, rollout assignments, rollback receipts, and workflow outputs.
These controls do not make external collectors, alert delivery, penetration tests, or legal processes magically operational. Repository enforcement and deployed external state remain separately reported.
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