Learn how to write cleaner Python with enumerate, zip, generator expressions, itertools, and functional tools for readable, ...

Original synthetic code-repair practice for OpenEnv Arena. Twelve configurations cover four contracts at three size levels: invoice reconciliation, branching text parsing, dependency ordering, and ...

Methodology Picked recent, real bug fixes from widely used libraries Forked each project at the commit just before the maintainers' own fix Gave both agents an identical issue-style prompt with no ...

Customer stories Events & webinars Ebooks & reports Business insights GitHub Skills ...