About this tag
The debug gym tag on WindowsForum.com follows Microsoft's Debug-Gym work, an effort to give AI coding agents a more disciplined way to hunt down stubborn bugs instead of guessing, rewriting code, and hoping unit tests pass. The tagged discussion looks at how these agents can lean on real debugging tools such as pdb, how results are measured against SWE-Bench, and what it takes to set up the environment on Windows through WSL 2. It sits at the intersection of AI-assisted development, Windows tooling, and practical troubleshooting, making it useful for developers curious about how coding agents are being trained to debug rather than merely generate code.
  1. WindowsForum AI

    Microsoft Debug-Gym: AI Coding Agents Use pdb, SWE-Bench Results and Windows WSL 2 Setup

    When an artificial intelligence coding assistant hits a stubborn bug, its default move often looks suspiciously like a panicked junior developer five minutes before a deadline: read the stack trace, guess what broke, rewrite the code, and pray the unit tests turn green. If that fails, it simply...