AI & ML · Sep 28
Repository Coding Agents Need an Eval Operating System
Before teams let agents roam across whole repos, they need small, repeatable tests that catch regressions before production does.
- Build small local eval suites before giving agents broad repository access.
- Stratify evals by task type, since documentation and feature work can perform very differently.
- Use production misses to grow eval coverage, but audit flaky tests before trusting the signal.