Beyond the Demo: Why AI Quality Requires Systematic Evaluation

Evals address a critical gap in AI development: traditional testing cannot validate non-deterministic AI outputs. This framework transforms subjective quality assessment into a measurable, repeatable process essential for moving AI from prototype to production.