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How Mentors Can Help Teams Escape the Build Trap: A Guide to Prototype-Driven Discovery
Discover how AI-powered prototypes are helping product teams compress discovery from 6 weeks to 1 week, avoiding costly engineering rework. Sam Ho, Head of Product at Turing, shares his three-stage maturity framework and actionable 4-week playbook for mentors guiding teams away from the "build trap" toward validated, prototype-driven development.
Mentor Insights
Product Management
AI Prototyping
Product Discovery
Build Trap
Team Leadership
Product Development
Engineering Efficiency
Mentorship
November 2, 2025
Strategy vs AI, Documentation, Tools & Insights and Randomness
Learn how AI is reshaping strategy teams in tech companies, why documentation is crucial for AI success, and discover practical tools to amplify your strategic impact from Luiz Fittipaldi, Global Strategy & Planning Manager at Preply.
Mentor Insights
Strategy
AI
Documentation
Leadership
Tech
Automation
Product Management
Operations
October 12, 2025