Generative agents have solved the challenge of code generation speed, but in doing so have exposed a severe human bottleneck: verification capacity. Reviewing voluminous machine-generated pull requests requires reverse-engineering complex logic and detecting subtle edge-case omissions under relentless notification streams.

Sustainable engineering teams are shifting away from manual line reviews toward strict specification contracts, property-based fuzz tests, and scheduled asynchronous synchronization windows.