Using Claude to fix PyPy3.11 test failures securely

This post describes using Claude to assist in fixing PyPy 3.11 test failures, with all generated changes run in a sandbox and verified locally. It highlights a practical workflow where AI suggests patches but humans validate results, enabling faster debugging without sacrificing safety.

https://pypy.org/posts/2026/03/using-claude-to-fix-pypy311-test-failures-securely.html

Using Claude to fix PyPy3.11 test failures securely

I got access to Claude Max for 6 months, as a promotional move Anthropic made to Open Source Software contributors. My main OSS impact is as a maintainer for NumPy, but I decided to see what claude-co

PyPy