From “It Works” to “It Scales”: Cleaning Up AI-Generated MVPs AI-assisted development has changed the speed of software creation. Startups can launch prototypes in days instead of months, founders can validate ideas faster, and internal teams can automate repetitive coding tasks with remarkable efficiency. Tools powered by generative AI now produce APIs, frontend components, infrastructure scripts, database models, and even deployment pipelines with minimal human input. This