Interactive Code Review: Understanding AI-Generated Code When Automated Reviews Fall Short

As agentic AI accelerates code generation, automated review tools prove insufficient for deep code understanding. Interactive code review with Claude Code enables developers to engage in genuine dialogue with their AI, transcending surface-level checks to achieve true comprehension of generated code—essential when developers must own, defend, and maintain what agents build.