Step-by-step guides for AI-built apps

AI coding tools like Cursor, Lovable, and Bolt can scaffold an entire app in minutes. But the code they generate often has gaps in security, deployment configuration, error handling, and testing that only show up once real users start hitting your app.

These guides walk you through the most common issues we see in AI-generated codebases. Each one explains what went wrong, why the AI made that choice, and exactly how to fix it. Topics range from exposed API keys and missing authentication checks to broken deployment pipelines and inadequate test coverage.

Every guide is rated by difficulty level so you can start with beginner fixes and work your way up. Whether you built with a no-code platform or an AI code editor, the patterns and solutions here will help you ship a production-ready app with confidence.