Abbeal

Category · AI

Eval (LLM evaluation)

Automated test suite measuring the quality of an LLM.

Like unit tests, but for LLM outputs. Promptfoo, LangSmith, Braintrust, Lilypad. A dataset of cases (input → expected output) plus criteria (exact match, LLM-as-judge, embedding similarity). Essential before any production deployment.

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