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...