I verified the live settings, keepalive countdown, normal request latency, and unaffected background jobs before release, then added a dedicated alert for the incident's 504 symptom. The same monitored 504 pattern was not observed during the following month. This is a bounded no-observed-recurrence result, not a guarantee of zero errors or outages.