Frontline Investigation

Sep 21, 2026 · R&D Management

AI Code Passes Review But Loses Original Intent

This article examines how AI-assisted development accelerates code reviews while silently eroding the original business intent, arguing that teams must shift review focus from code correctness to preserving decision traceability, exception handling, and accountability through lightweight 'intent anchors' in pull requests.