Prompt2Prod

Description

## What is AI Code Hardening & Production Readiness? This service assesses and improves AI-generated and vibe coded projects to make them ready for production. It addresses issues related to security, scalability, performance, and maintainability, ensuring that AI-built code can operate reliably in real-world environments. ## Who is it for? It is designed for developers, engineering teams, and startups who have built prototypes, MVPs, or inherited AI-generated codebases. It helps those needing to transition from quick AI builds to stable, secure, and scalable production systems. ## How is it priced? The pricing model is based on scope, typically starting with a fixed-price assessment followed by quotes for hardening work. Check the website for specific pricing details. ## How does it compare to alternatives? This service specializes in evaluating and hardening AI-generated code specifically, offering targeted security, performance, and architecture improvements. It emphasizes senior engineering judgment and direct work on existing codebases, unlike generic code review or rewrite services. ## Key features - Security hardening through OWASP-aligned audits and fixes - Performance profiling and targeted optimizations - Architecture review and scalability planning - Assessment of AI-generated code for security, bugs, and maintainability - Targeted fixes to improve security, performance, and robustness ## Use cases A startup with an AI MVP needing to ensure security and scalability before launch. A development team inheriting AI-generated code that requires refactoring and hardening for production. An AI project that has broken in production due to security gaps or performance issues, needing targeted fixes.