Agent Evaluation Frameworks: How to Know if Your Agent Works

By C.W. Jameson · Published 5 December 2025 · Last reviewed 5 January 2026

Unit tests do not capture agent behaviour. Here are the evaluation approaches that do.

How to evaluate agentic systems: task completion rate, error propagation, tool misuse, and human-preference alignment.