Testing LLM Applications: Beyond Unit Tests

By C.W. Jameson · Published 28 January 2026 · Last reviewed 28 February 2026

You cannot test an LLM application the way you test a deterministic function. Here is what actually works.

How to test LLM-powered applications: eval frameworks, golden sets, regression testing, and human-in-the-loop.