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I've shipped 7 products using AI-assisted development. The secret isn't better prompts — it's Atomic Design, strict separation of concerns, and keeping…
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Traditional UX assumes deterministic software. AI breaks that contract. Here are six design patterns for building interfaces where outputs are probabilistic —…
amejia
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I'm building a product with four collaborating AI agents on LangGraph. Nobody has published design patterns for this. Here's what I've learned…
amejia
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I built Astral Kit so I'd stop rebuilding accessible components from scratch. The unexpected result: accessible component libraries make AI-assisted development 8x…
amejia
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Vibe coding breaks at hour two when context drift kicks in. Here are six design system patterns — from locked tokens to…
amejia
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The secret to good AI-generated code isn't better prompts — it's better architecture. Here's how to structure your codebase so the AI…
amejia
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AI Product Design doesn't exist as a discipline yet — no textbook, no pattern library, no university course. Here's why it's different…
amejia
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AI outputs are different every time — so how do you test them? Shape tests, semantic evaluation, mock boundaries, visual regression, and…
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You can't wait for perfect models. Here's how to design AI products where hallucinations don't destroy trust — using visual differentiation, source…
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