AI Agent Testing: How to Evaluate Agent Behavior in 2026

AI agent testing is becoming its own discipline. Here's how to test AI agents — from natural-language behavior tests and live benchmarks to evaluating when an agent should refuse to act.

06/03/2026 · Model Evaluation · 8 min read