Turning clunky AI apps into scalable solutions
Pragmatic Coders has established a dedicated Vibe Coding Rescue service for founders who have hit a wall with Cursor or Lovable. They specialize in identifying hidden technical debt that AI tools often introduce, such as fragile state management and insecure API endpoints. Their approach is business-first: they focus on hardening the parts of the app that are critical for growth and user trust, not refactoring for the sake of it. Based in Krakow, they are a high-trust partner for European and US startups needing a professional bridge between a vibe-coded MVP and a series-ready product.
Full audit of AI-generated code to patch security gaps and improve performance.
AI coding tools often generate code with exposed API keys, missing input validation, broken authentication, and insecure data handling. These vulnerabilities can lead to data breaches, unauthorized access, and compliance failures.
Authentication is one of the most common failure points in vibe-coded apps. AI tools frequently generate insecure auth flows, missing session validation, broken password resets, and improperly configured OAuth.