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No Vibes, Just Evals: Proven Frameworks for AI-Native PMs
Shankha Dey
Sr Dir @Salesforce | ex-Microsoft AI
Jason P. Yoong
Co-Founder & COO at Level Up | ex-Amazon
What you'll learn:
- Define "good" before you write code. Evals are replacing prds. Learn the framework that tests judgement before launch.
- Write behavior specs, not feature specs. AI doesn't execute instructions - it interprets them. Learn to encode judgment so your model does what you actually mean
- Set your autonomy dial (live demo of real product). Make decisions to govern judgement - what AI controls and what humans control, using an autonomy map.
- Q&A (we answered a lot of questions)