Using AI to write better code more slowly

The author argues that AI coding tools like Claude and GPT can be used to improve code quality through rigorous bug-finding and review processes, rather than simply generating code quickly. By running multiple AI models on pull requests and systematically addressing identified bugs, developers can improve codebase health and reduce false positives, though this approach may not increase velocity compared to traditional development. This slower, more deliberate use of AI contrasts with the common perception that AI's main value is rapid code generation.