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Video course · 10 chapters · 61 min · certificate

Product Management Fundamentals: Thriving in the AI Era

How AI is changing product management: the end of engineering scarcity, captains instead of PMs, decentralized teams, prototyping with specs that generate code, a real company example, on-call builders, and why strategy foundations matter more than ever.

What you'll learn

  • Explain how the old PM model worked
  • Understand why engineering is no longer the scarce resource
  • Describe the captain model and decentralization
  • Prototype with specs and AI tools
  • Apply guardrails like on-call ownership
  • Keep strategy foundations strong in AI-native teams

Chapters

10 chapters · 60:59
  1. 1:40 01Intro Members Welcome A session on AI product management foundations and how AI changes product development.
  2. 4:10 02History Members How PM used to work Three roles, roadmaps turned into specs, and thinking up front proportional to building cost.
  3. 2:20 03Change Members The end of engineering scarcity By late 2025, models got good enough that engineering stopped being the scarcest resource.
  4. 13:30 04Role Members Accountability and the changing PM role Flexible roles with AI tools, the breakdown of quarterly roadmaps, and what hasn't gotten easier.
  5. 6:40 05Structure Members Roadmaps and autonomy Decentralization, from extreme cases to moderate models teams can adopt.
  6. 8:30 06Prototyping Members Discovery and prototyping Systems that point to opportunities, and specs that essentially generate code.
  7. 7:40 07Case study Members A deep example A real company building with AI: strategy documents, skills and a shared repo.
  8. 2:10 08Guardrails Members On-call ownership Everyone who builds, including PMs and designers, is on call.
  9. 8:20 09Strategy Members Foundations and strategy Everything starts with a correct strategy and spec; agentic building fails without it.
  10. 5:59 10Wrap-up Members Final thoughts Knowing which tool to use when, and the course invitation.

Jobs this course suits

Our AI checked this course against 500 jobs; these get the most out of it. Each job links to its learning path.