From prototype to production: the infrastructure nobody tells you about
Dev.to AI
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Generative AI
Why Your AI-Built App Hits a Wall at Scale You shipped fast. The AI builder got you from idea to working prototype in days. Your first users are happy. Then you try to scale it, and everything breaks. Not because your code is bad. Because you never owned the infrastructure. Here's what actually happens: when you build on Lovable, Bolt, or Base44, the builder optimizes for iteration speed, not production reality. Your database lives on their servers. Your code is locked in their export format. There's no rollback if something breaks. No deployment history. No real CI/CD pipeline.