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UGLY TO BEAUTIFUL

UGLY TO BEAUTIFUL

Making Real Apps with AI

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Your AI app worked for four minutes. Here’s how to make it work for years.You ask an AI to build something, it renders, you feel finished — then the first real change breaks it and the next few hours disappear into more prompts and new problems. The problem isn’t that you can’t code. The problem is that nobody showed you the system behind a working app. UGLY TO BEAUTIFUL is the no-BS field manual for non-developers who want to build real apps with AI — vibe coding that doesn’t collapse.

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