Free Lesson
Evaluation-Driven Development for AI Products
Part of The AI Evaluation Handbook
30 min
Aug 27, 2025 12:00 PM
Virtual (Zoom)
In this video
What you'll learn
The Mindset Shift Needed to Build AI-Native Products
Why the probabilistic nature of AI breaks the traditional PRD and requires a new mindset focused on quality and trust
The New OS for AI Product Management
How Eval-Driven Development (EDD) is replacing Feature-Driven Development (FDD) as the new standard for AI products.
The 5-Step Eval-Driven Development Playbook
A step-by-step guide to implementing EDD, from defining objective, building a "golden set" to creating an eval scorecard
The Product Leader's Evolved Role
How your role as a product leader transforms from a feature specifier to the architect of the evaluation framework.
Why this topic matters
Over 80% of AI projects fail – not due to tech issues, but because teams are applying an outdated playbook to a new, non-deterministic game. Eval-Driven Development has evolved as the new OS for AI product management as seen in many successful AI product teams, large and small. In addition to PRDs, you’ll focus on creating dynamic evaluation frameworks that define success in measurable terms.
You'll learn from
Roger Jin
ex-Product Lead for Gemini@Google DeepMind, 2x Founder, AI Strategy Coach
Previously at Google DeepMind & Amazon
