The Debugging Approach That Saved a Deployment

We had a rollout where requests in one client environment started timing out under load. Not locally. Not in staging. Only in their infra. At first, everything looked normal. No crashes. No clear errors. Just slow requests piling up until the system started struggling. The obvious move would have be