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Free Lesson
AI Product Sense in the Age of Vibe Coding
Part of Build Mode: A New Era of Work
30 min
Nov 24, 2025 3:00 PM
What you'll learn
Rebuild product sense for AI-native workflows
Adapt intuition for fast builds where prototypes beat PRDs and speed drives learning.
Develop intuition for probabilistic systems
Learn to guide products when outputs vary and guardrails matter more than prediction.
Apply vibe coding to accelerate strategy
How smaller, tool-driven orgs make faster and better product calls.
Prioritize when build cost is near zero
Shift from impact vs effort to choosing experiments that reveal direction fastest.
Build credibility with AI-native thinking
Demonstrate judgment by testing ideas rapidly, learning fast, and iterating in real time.
Why this topic matters
Product judgment built for slow, expensive building no longer works. When prototypes take minutes, good PMs shift from predicting outcomes to discovering them through fast iteration. Vibe coding changes prioritization, strategy, and intuition. Updating your product sense is now essential to stay credible, competitive, and effective in an AI-first environment.
You'll learn from

Dr. Marily Nika
Gen AI PM Lead @ Google | ex-Meta, Fellow @ Harvard | TED AI Speaker | 40u40
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Jeremy Barton
Founding Team @ Sidebar, ex-Meta Product Leader