Using adversarial reviews to mitigate agent-generated code errors
July 25, 2026
Managing AI agents requires moving from manual coding to an oversight role where you verify output. Implementing adversarial review loops prevents agents from shipping low-quality code by treating them as junior developers whose work requires structured validation.
HOW THIS AFFECTS YOU
●
builderYou must shift your workflow from writing lines of code to designing validation frameworks for agentic outputs.