Common symptoms
- - Every update requires re-generating large code chunks
- - Core logic is hard to isolate from generated scaffolding
- - Small feature requests trigger broad regressions
- - Team avoids touching fragile modules
Migration and ownership recovery
Turn a generated prototype into a maintainable Next.js product with clear structure, ownership, and release velocity.
AI2H helps teams convert fragile AI-generated code into secure, scalable, maintainable production systems.