When I started learning about AI agent evaluation, I thought evals were mostly about checking the...
When I started learning about AI agent evaluation, I thought evals were mostly about checking the final answer.
But agents are not just final-answer machines.
They are systems made of smaller parts:
router
tools
In this article, you will learn how to evaluate AI agents rigorously by examining their full execution process rather than only…
Evaluating an AI model and evaluating an AI agent are related—but they answer fundamentally different questions. A model…
aws.amazon.comAgent-EvalKit is an open-source toolkit (Apache 2.0) that makes this evaluation infrastructure available by integrating with AI…
aws.amazon.com
AI agent evaluation has to keep running through traces, online evaluators, human review, datasets, and redeploy gates after…
The Core Problem You shipped an AI agent. It works in demos. Then it runs 10,000 times in...
I gave the free tier a cheaper model and it invented conference speakers who don't exist. What that taught me about model…
