The Top Ten Human Programming Blunders AI Could Have Prevented

A DevOps Case for Relentless AI‑Driven Adversarial Review DevOps has a simple creed: everything fails, all the time. But the most expensive failures in software history weren’t caused by exotic edge cases or cosmic‑level complexity. They were caused by assumptions that never got re‑validated. A variable type inherited from a legacy subsystem. A missing bounds check. A unit mismatch. A silent alarm failure. A feature flag that should have been deleted ten years ago. These weren’t “nobody could have seen this coming” events. They were “nobody bothered to ask the obvious question” events.