Overview
Prompt2Prod.AI is a specialized engineering service that takes AI-generated code, vibe-coded prototypes, and AI-built MVPs and makes them production-ready. The company audits and hardens codebases for security, scalability, performance, and maintainability, targeting the specific weaknesses that AI tools commonly introduce.
Key Features
- Production Readiness Assessment: A thorough audit of the codebase covering security vulnerabilities, scalability gaps, performance issues, and maintainability problems. Delivered as a prioritized report with a concrete action plan.
- AI Code Hardening: Targeted fixes for common AI-generated code issues including missing authentication, exposed secrets, inadequate input validation, and poor error handling. The goal is to preserve working functionality while closing critical gaps.
- Vibe Coded Project Rescue: Untangles fragile, undocumented code produced by rapid AI-assisted development. Adds tests, fixes bugs, addresses security holes, and restructures the codebase for maintainability.
- Performance Optimization: Profiles the system to identify real bottlenecks such as N+1 queries, slow APIs, and inefficient infrastructure. Ships targeted optimizations that reduce latency and operational costs.
Target Audience
Prompt2Prod.AI serves founders, startups, and product teams who have built software using AI tools like Cursor, Copilot, or ChatGPT and need it to be reliable, secure, and scalable for real users.
