#software-quality
2 articles
AI Code Needs a Chain of Custody, Not a Vibe Check
The dangerous question is no longer whether generated code looks plausible. Engineering teams need to know what evidence justifies every change and who owns the uncertainty that remains.
The Benchmark Passed. The Software Still Broke.
Coding-agent evaluations are getting harder, but a larger test suite is not the same as a better measurement. The next useful benchmark will judge recovery, restraint, and maintainability—not merely whether a patch turns the checks green.