Prompt2Prod.AI specializes in turning AI-generated and vibe-coded projects into production‑ready solutions. They take code built with tools like Cursor, Copilot, or ChatGPT and harden it for security, scalability, and performance.

AI Code → Production Ready: audit and close gaps in auth, input validation, error handling, and data integrity.
AI MVP → Production Solution: add proper architecture, test coverage, observability, and resilience.
Vibe Coded Project Rescue: refactor fragile code, eliminate hidden bugs, and add documentation.
Security Hardening: OWASP‑aligned audits, secret management, and compliance.
Performance Optimization: profiling, bottleneck removal, and cost‑effective tuning.
Architecture Review & Scalability: introduce sound patterns and growth strategies.

Their target audience includes startups, indie hackers, and development teams that have built prototypes with AI tools and need a reliable, maintainable codebase without rewriting from scratch. The value proposition is faster time‑to‑market, reduced risk, and lower technical debt while preserving the core functionality of the original AI‑generated code.

Prompt2Prod.AI

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