Testing
- "All Tests Pass" Doesn't Mean "Requirements Are Met" β Why AI-Assisted Development Is Often Suspiciously Green
When AI-assisted long tasks end with all-green CI but still ship bugs, the problem isn't AI laziness β it's that engineering signals were never designed to detect silent passes. This piece dissects the "green but wrong" anti-pattern: five forms, five mechanisms, and nine structural countermeasures.
Apr 27, 2026 - 11 minute read - AI-Assisted Development Testing Software Engineering Anti-Pattern Engineering Practice