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For GPT Engineer Users

Built it with GPT Engineer. We make it production-ready.

GPT Engineer turns prompts into working apps fast. Our developers add the security, error handling, and infrastructure needed to ship it to real users.

What we typically find

  • Generated code lacks input validation — forms accept anything
  • No authentication or authorisation layer by default
  • Error handling is minimal — failures produce blank screens or raw errors
  • API keys and secrets end up in client-side code
  • No rate limiting — public endpoints are wide open to abuse
  • Database schema is generated but missing indexes and constraints
  • No monitoring or logging — issues go unnoticed until users complain

What we deliver

  • Full security audit with every vulnerability documented and patched
  • Input validation and sanitisation on all forms and API endpoints
  • Authentication and authorisation with proper session management
  • Secrets removed from client code and managed securely
  • Rate limiting and abuse protection on all public routes
  • Database schema reviewed — indexes, constraints, and migrations added
  • Error monitoring, logging, and graceful fallback states
  • Launch strategy and landing page from our marketing team

Common questions about GPT Engineer apps

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