Staging environment
Free Lesson

Setting Eval for AI Agents & Scaling with Auto-Evaluation

Part of The AI Evaluation Handbook

30 min
Jun 6, 2025 12:00 PM
Virtual (Zoom)

In this video

What you'll learn

How to evaluate non-deterministic outputs

Go beyond accuracy—learn practical ways to measure AI behavior when outcomes vary.

How to set success targets to launch

Define MVP-grade evaluation criteria to reduce risk and increase team alignment.

How to scale evaluation using auto-evaluators

Use tools like OpenAI function calls, prompt-based scoring, and test suites to automate quality checks.

Why this topic matters

AI outputs are unpredictable, making traditional testing unreliable. Without clear evaluation, teams can't iterate or launch confidently. Auto-evaluators enable scalable, automated feedback to track quality, reduce risk, and align stakeholders. This is essential for shipping reliable, production-ready AI products.

You'll learn from

Mahesh Yadav

Mahesh Yadav

Ex- GenAI Product Lead at MAANG Firms l AI PM Coach l 10k+ Alumni

Previously at

Google
Amazon Web Services
Meta
Microsoft
See all products from Mahesh