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Curated resource packs, interview prep materials, and real experience posts for PM & Ops roles
Resource Packs 168 · Experience Posts 44
Practical application of AARRR pirate model with real cases
Multi-account matrix: positioning, content differentiation, traffic strategy
New user activation: first order, onboarding tasks, value perception
Ad strategy product design: bidding, targeting, creative optimization
Design patterns and UX for AI Agent products
Design logic and UX of AI coding products like GitHub Copilot
Product design for AI content moderation at scale
LLM-based customer service product: dialog management, knowledge base, human-AI collaboration
Product design for data annotation, dataset management, and data flywheel
Product design for AI education: personalized learning, intelligent grading, AI tutors
Design and compliance for AI healthcare products
STAR method for AI PM behavioral interview questions
Analysis framework and templates for AI PM product design interview questions
How to craft a compelling AI PM resume with project descriptions and quantified results
Must-know technical topics for AI PM interviews
Experiment design, sample sizing, and decision frameworks for AI products
Pricing strategies and growth flywheels for AI products
How to analyze AI product competitors: tech moats, UX, business models
Ethics review, safety boundaries, and responsible AI design
Evaluation metrics specific to AI products
Recommendation systems from PM perspective: algorithms, evaluation, business alignment
Product logic, interaction design and evaluation for AI-powered search
Product design for AI video generation, editing, and understanding
Planning framework, tech selection, and monetization for AIGC products