This article details the development of Bugbot, an AI-driven code review agent that identifies bugs and performance issues in pull requests before they go live. It highlights the systematic approach taken to enhance Bugbot's accuracy, including multiple testing strategies and the introduction of a new resolution rate metric to measure effectiveness.