Owen Williams is a design manager at Stripe who built Protodash, an internal AI-powered prototyping platform that lets designers and PMs create high-quality Stripe dashboard prototypes without writing code. What started as a bundle of Cursor rules and React components evolved into a full web-based prototyping studio that runs in dev boxes, complete with design review modes, variant testing, and AI-powered iteration. Surprisingly, PMs now use Protodash just as much as designers, fundamentally changing how Stripe approaches prototyping, design reviews, and engineering handoffs.

What you’ll learn:

How Stripe built an internal AI prototyping tool using Cursor rules, MCPs, and their design system
Why “blurple slop” happens when designers use generic AI tools—and how to fix it
The architecture behind Protodash: React router, design system components, and MCP integrations
How Stripe prototypes in dev boxes so designers never have to worry about local setup
Why “demos, not memos” transformed Stripe’s design review culture
How Stripe built design review modes, variant testing, and AI annotation directly into your prototyping tool
Why internal tools don’t need to be production-grade to be transformative

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Brought to you by:

Celigo—Intelligent automation built for AI

Cursor—The best way to code with AI

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In this episode, we cover:

(00:00) Welcome and intro to Owen Williams

(02:19) The “blurple slop” problem with AI design tools

(03:50) Protodash: an internal vibe-coding tool for Stripe prototypes

(05:26) Why an engineering background helped Owen lower the bar for designers

(07:55) The Cursor rules that taught the Stripe design system

(09:04) Running prototypes on dev boxes vs. locally

(10:30) “Demos, not memos” and rewiring design reviews at Stripe

(14:50) Building Protodash Studio: a browser-based wrapper for prototyping

(19:04) Live demo: variants, line charts, and remixing prototypes in browser

(21:02) Self-testing prototypes that take screenshots and check their work

(23:20) Multiple variant features

(26:08) The annotate-for-AI button for in-canvas feedback

(27:21) Design review mode: comments, summaries, and AI follow-up

(29:39) Why building internal tools beats buying off-the-shelf

(32:50) PMs as the surprise power users of Protodash

(35:20) Live demo: a Black Friday/Cyber Monday pet store dashboard

(42:03) Lo-fi modes, monospace fonts, and “Comic Sans for WIP” at Shopify

(44:45) Quick recap

(45:35) The Radar prototype that changed engineering handoff

(49:08) Lightning round and final thoughts

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Blog & detailed workflow walkthroughs from this episode:

Stripe’s Owen Williams on Killing ‘Blurple Slop’ with an Internal Prototyping Studio: http://chatprd.ai/how-i-ai/stripe-owen-williams-on-buildling-internal-prototyping-studio

↳ How To Connect a Design System to an AI Code Editor for High Fidelity Prototypes: https://www.chatprd.ai/how-i-ai/workflows/how-to-connect-a-design-system-to-an-ai-code-editor-for-high-fidelity-prototypes

↳ Streamline Design Reviews with an AI-Powered Prototyping Studio: https://www.chatprd.ai/how-i-ai/workflows/streamline-design-reviews-with-an-ai-powered-prototyping-studio

↳ Build a Personal AI App to Track Purchases and User Manuals: https://www.chatprd.ai/how-i-ai/workflows/build-a-personal-ai-app-to-track-purchases-and-user-manuals