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Colin Matthews was a longtime PM and is the creator of my favorite AI prototyping course, AI Prototyping for Product Managers. He already has two posts in my all-time top 10 — and I wouldn’t be surprised if this becomes his third.
In this post, Colin shares his hands-on playbook for turning AI prototyping from scattered experiments into a repeatable, team-wide workflow.
In this episode, you’ll learn
Colin’s go-to template prompt for rapid prototyping
A six-step guide for shipping fast
How to build reusable component libraries for high-quality mocks
Three tactics to generate better components
What “baselines and forks” are and how they streamline workflows
Where prototypes fit into the product development lifecycle
Common mistakes teams make with AI tooling
Plus: time-saving prompts, tool comparisons, and a better way to add your logo
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