Prompt2Prod.AI

Prompt2Prod.AI specializes in taking AI-generated code, vibe-coded projects, and AI MVPs and engineering them into production-ready solutions. We ensure your software is scalable, secure, and performant without requiring a full rewrite.

Our services include:

• AI Code → Production Ready: Audit and harden AI-generated code for scalability, security, and performance. We fix gaps in auth flows, input validation, error handling, and data integrity.
• AI MVP → Production Solution: Transform your prototype into a robust product with proper architecture, test coverage, observability, and resilience.
• Vibe Coded Project Rescue: Untangle fragile, undocumented code; fix security gaps; add tests; and deliver a maintainable codebase.
• Security Hardening: OWASP-aligned audits and remediation for exposed secrets, broken auth, missing authorization, and input sanitization.
• Performance Optimization: Profile your system, fix N+1 queries, slow APIs, and reduce infrastructure costs.
• Architecture Review & Scalability: Introduce sound architectural patterns and a scalability strategy for growth.

We work across backend (Node.js, Python, TypeScript, REST, GraphQL, microservices, serverless), frontend (React, Next.js, Vue, TypeScript, Tailwind CSS), data (PostgreSQL, MongoDB, Redis), cloud (AWS, GCP, Docker, Kubernetes, Terraform, CI/CD), AI/LLM integration, and security/compliance (OWASP, GDPR). Our senior engineers provide direct, jargon-free communication and fast turnaround—responses in hours and readiness reports in days.