Pre-launch MVPs
For founders preparing to show the app to users, customers, or investors.
AI-built app review
Find the risks hiding behind a working AI-built demo.
vibeCleaners reviews AI-built and vibe-coded apps before launch, then gives founders a prioritized roadmap for what to fix first across security, data, architecture, operations, scalability, and maintainability.
Definition
An AI-built app review is a launch readiness check for software created with AI-assisted tools.
The review focuses on the parts of generated software that often fail under real use: authorization, validation, data integrity, deployment setup, observability, duplicated logic, and maintainability.
Best fit
Use this review when the app works, but you are not sure it is ready.
AI-assisted builds
For apps built with Cursor, Lovable, Bolt, Replit, Claude, ChatGPT, or similar workflows.
Fragile internal tools
For custom tools that started as quick prototypes and now matter to the business.
Next step