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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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Multi-agent AI systems are powerful, but their UX is broken. Here are three design patterns that make complex AI orchestrations feel simple…
amejia
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Hour by hour: how I go from idea to deployed product in 48 hours using AI-assisted development, Atomic Design architecture, and ruthless…
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…
amejia
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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…
amejia
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Most AI products default to chat interfaces because they're easy to build. But for specific products, decision-support UX — where AI surfaces…
amejia
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