Keep the vibe, ship code that works
Railsware has launched a dedicated Vibe Coding Cleanup service line in 2026. As a product studio with 20+ years of engineering discipline, they bring structured methodology to chaotic AI-generated codebases. They specialize in turning one-shot prototypes into maintainable, scalable products without losing the speed of the initial AI build. Their process includes a deep Architecture and Code Audit followed by a methodical refactor that establishes type safety and test coverage. They are particularly effective at rescue and modernization for apps built with Cursor and Bolt.
Methodical cleanup of AI-generated logic and architecture improvements.
AI-generated applications often suffer from unoptimized database queries, excessive re-renders, large bundle sizes, and missing caching. This leads to slow page loads, poor Core Web Vitals, and frustrated users.
AI-generated code often works locally but fails during deployment. Common issues include missing environment variables, incorrect build configurations, incompatible dependencies, and misconfigured hosting platforms.
AI-generated database schemas often lack proper indexes, have no Row Level Security, use inefficient query patterns, and create data integrity problems. These issues worsen as your app grows.
AI-generated codebases frequently have duplicated logic, inconsistent patterns, missing error handling, no TypeScript strict mode, and poor separation of concerns. This makes maintenance and feature additions increasingly difficult.
AI-generated apps often hit walls when traffic or data volume increases. Missing caching, unoptimized queries, no CDN configuration, and monolithic architectures prevent apps from handling real-world load.