The Right Way to Do AI Evals (ft Freddie Vargus)

Are your AI agents unreliable? In this guide, we reveal a professional system for AI evals to help you build and ship better AI products, faster. Learn how to systematically test LLM performance, evaluate complex tool use, and improve multi-turn conversations. We break down the exact process for building a high-quality eval dataset, using milestones and minefields to track agent behaviour, and how to properly use an LLM as a judge without compromising quality. Stop guessing and start making real, measurable improvements to your AI today.

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00:00:00 - intro

00:02:54 - Why You Need AI Evals

00:06:13 - How to Evaluate AI Agent Tool Use

00:29:24 - The Process for Building Your First Eval Dataset

00:42:44 - Using an LLM as a Judge The Right Way

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