TL;DR — Frontier models like GPT-5.1-Codex and DeepSeek-V3.2-Thinking top unit-test leaderboards (>76%) but score at or below 45% on precision: they pass tests by rewriting, not repairing. PDB makes ...

I am a software developer focused on creating content through technical writing and documentation. Debugging should not be an afterthought after deploying an application to production. It should be ...

Debugging is only a part of the important process in software development. You have to identify and correct an error, or a "bug," in your code to make it work as you wish. Well-done debugging saves ...