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Automated Evaluation

Reviewed 19 July 2026Canonical definitionPart of: Agent Evaluation Terms →

Automated evaluation uses programmatic checks, model-based judges, or statistical metrics to assess agent performance at scale. It enables continuous testing in CI/CD pipelines but should be supplemented with human review for nuanced quality.

§01 / QUESTIONSterm: Automated Evaluation
Questions

Common questions.

What is Automated Evaluation?

Automated evaluation uses programmatic checks, model-based judges, or statistical metrics to assess agent performance at scale.

Why does Automated Evaluation matter for AI agents?

It enables continuous testing in CI/CD pipelines but should be supplemented with human review for nuanced quality.

Which terms are related to Automated Evaluation?

Closely related concepts include Continuous Integration Agent, Human Preference Annotation, Ground Truth Evaluation, Evaluation Harness (Agent). Each is defined in the Prefactor glossary.

§02 / RELATEDnext: where this fits

See how every agent performs, and make it better

Prefactor helps teams observe, evaluate, and improve their AI agents in production, across every framework and provider.