We transform AI-generated code, vibe coded projects, and MVPs into secure, scalable, production ready solutions, without starting over.
Prompt2Prod.AI specializes in rescuing, auditing, and hardening AI-generated and vibe coded software projects. While AI tools like Cursor, Copilot, and ChatGPT help you build prototypes fast, the resulting code is often fragile, insecure, and lacks scalable architecture. We bridge the gap between a fragile AI MVP and a reliable, real-world product.
Led by senior engineers, our services include comprehensive security audits (OWASP aligned), performance optimization, scalable architecture reviews, and technical debt remediation. We fix security holes, resolve slow APIs, untangle unmaintainable code, and add necessary testing and documentation. Instead of costly and unnecessary complete rewrites, we preserve what works and harden what doesn't, leaving your team with a secure, performant codebase that you can confidently launch and maintain.