Staging environment
Dr. Marily Nika
Jeremy Barton
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

Dr. Marily Nika

Gen AI PM Lead @ Google | ex-Meta, Fellow @ Harvard | TED AI Speaker | 40u40

Jeremy Barton

Jeremy Barton

Founding Team @ Sidebar, ex-Meta Product Leader

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