As teams push to bring AI applications into production, AI agents are taking center stage. However, you can’t confidently deploy AI agents without rock-solid evaluations to ensure your applications behave as expected—for both you and your users. Rigorous evaluations are essential because AI agent applications are inherently non-deterministic.

In this whitepaper, we’ll guide you through running rigorous evaluations to enhance the performance of AI agent applications—helping you move quickly and deploy with confidence. While our focus is on evaluating AI agents, the techniques outlined here are equally effective for any LLM-powered application such as chatbots.