AI Can Write More of the Code. We Still Have to Engineer the System

AI agents increase implementation capacity but require engineers to manage architectural decisions and verification. To prevent context loss during model compaction, practitioners should use persistent artifacts like PROJECT_GUIDE.md to store design constraints and decision rationales. This approach ensures agents maintain continuity across bounded context windows.