Engineers mute staging and development alarms because investigating them is too cumbersome. The same 30-45-minute workflow (open AWS console, filter log streams, search for patterns, identify codebases, and identify the associated code) repeats for every alert. When critical issues do slip through to production, that investigation delay becomes costly. We&