The Automation Failed at 2 A.M.—Who Notices? Designing Operations That Detect and Recover From Failure

Unmonitored automation can replace visible manual work with less visible operational risk, especially when failures leave systems in inconsistent states. This post explains the reliability controls needed to detect failures, preserve traceability, retry safely, and route exceptions before they become business incidents.