18 August 2026
AI agent testing moves from model scores to real-world measurement
- New evaluation tools measure how well AI agents route tasks, break down problems, and remember context across over 1.7 million actual usage sessions.
- Testing now focuses on complete agent systems (the software framework managing the AI) rather than just the underlying model's benchmark scores.
