Your Agent Evolved. Your Evals Didn't. — Ameya Bhatawdekar, Braintrust
Source
youtube.com
Author
AI Engineer
Date
Why it matters
evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition → designed for a fixed graph stop measuring anything once the loop runs free.
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
