The article discusses how AI changes the landscape of code reviews, making the reviewer's job more complex. It outlines specific heuristics for assessing pull requests (PRs), focusing on aspects like design, testing, error handling, and the effort put in by the author. The author emphasizes the need for human oversight despite advances in AI review tools.

This article outlines how Qodo developed a benchmark to evaluate AI code review systems. It highlights a new methodology that injects defects into real pull requests to assess both bug detection and code quality, demonstrating superior results compared to other platforms.