If you run engineering or quality at scale, you've sat in that room where you know the testing worked exactly as designed, ...

Build what differentiates you. Buy what doesn't. Your product is your business. Your testing infrastructure is not.

Most widely cited AI coding benchmarks, including the original SWE-bench, were built primarily around Python repositories, meaning headline performance results may not accurately predict how coding ag ...