Hands-On Tutorial for Defining and Scoping Recommendation Systems

Hands-On Tutorial for Defining and Scoping Recommendation Systems

Conf42 via YouTube Direct link

Why the 10-Page PRD Is Dead and Build-First Isn’t Enough

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1 of 11

Why the 10-Page PRD Is Dead and Build-First Isn’t Enough

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Hands-On Tutorial for Defining and Scoping Recommendation Systems

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  1. 1 Why the 10-Page PRD Is Dead and Build-First Isn’t Enough
  2. 2 The Problem With Vague Specs: ‘Helpful Replies’ and Other Non-Decisions
  3. 3 Introducing the Modern AI Spec: The 5 Pillars That Make AI Products Work
  4. 4 Pillar #2 Deep Dive: Behavior Contracts That Define ‘Good’ With Examples
  5. 5 Pillar #3 Deep Dive: The Evaluation Ladder From Offline Sets to Kill Switches
  6. 6 Live Demo: Rewriting a Broken Smart Reply PRD Using the 5-Pillar Template
  7. 7 Opportunity Framing: Baselines, Hypotheses, and Targets That Actually Measure Impact
  8. 8 Behavior Contract in Practice: Proxy Metrics, Guardrails, and Good vs Bad Replies
  9. 9 V-Plan + Boundaries + Risks: V0 MVP, Latency Tradeoffs, and the Kill Switch
  10. 10 Wrap-Up: The Spec as Leadership Tool Alignment, Politics, and Skill-Building
  11. 11 Closing Thanks + Connect on LinkedIn

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