Evals
Simple
Constant mini-exams for your AI product: has it gotten worse?
Business
An internal AI quality system; without it every model update is a lottery.
Tech
Automated suites (golden set, LLM-as-judge, trace metrics) in CI and prod; a regression blocks the release.