[kriro]

Library/API conflicts are the biggest pain point for me usually. Especially breaking changes. RLlib (currently 2.41.0) and Gymnasium (currently 0.29.0+) have ended in circles many times for me because they tend to be out of sync (for multi-agent environments). My go to test now is a simple hello world type card game like war, competitive multi-agent with rllib and gymnasium (pettingzoo tends to cause even more issues).

Claude Sonnet 4.5 was able to figure out a way to resolve it eventually (around 7 fixes) and I let it create an rllib.md with all the fixes and pitfalls and am curious if feeding this file to the next experiment will lead to a one-shot. GPT-5 struggled more but haven't tried Codex on this yet so it's not exactly fair.

All done with Copilot in agent mode, just prompting, no specs or anything.