PlanetScale protects production reliability with Bugbot

This post details how PlanetScale adopted Bugbot as an agentic review layer to address the bottleneck of code review in their SDLC, especially with the rise of code generation agents. It highlights Bugbot's ability to detect deeper semantic and logical issues beyond static analysis, such as state synchronization gaps, logical flow changes, asynchronous controller interactions, and edge cases. PlanetScale measures Bugbot's quality by its resolution rate, which is approximately 80% of comments addressed before merge time across over 2,000 PRs reviewed monthly. The post emphasizes that Bugbot's specialized harness and architecture are key to its effectiveness in finding critical issues that human reviewers might miss.