LLM-APP-DESIGN5 MIN READ
Eval Rubric Quick Reference
Recall pieces of an LLM evaluation rubric
RACE What does RACE cover in an LLM output rubric? “We can judge quality by vibes in the demo.” Your line Demos find promise; evals find repeatability across normal, edge, and failure cases. A good sample can hide brittle behavior. It validates excitement while requiring launch criteria. Golden set or live feedback? Use both. What makes a rubric usable? Parallel criteria, scored examples, and a launch threshold. Otherwise scoring becomes an opinion meeting.
Read the full lesson
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in