Anti-Pattern

• "All Tests Pass" Doesn't Mean "Requirements Are Met" — Why AI-Assisted Development Is Often Suspiciously Green

  AI-assisted long tasks often end with all-green CI and shipped bugs. The problem isn't laziness — our engineering signals were never built to catch silent passes. Five forms of the "green but wrong" anti-pattern, five mechanisms behind it, and nine countermeasures that work at the system level.

  Apr 27, 2026 - 11 minute read - AI-Assisted Development Testing Software Engineering Anti-Pattern Engineering Practice