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