Vibe code cleanup specialists
Redwerk offers a service explicitly called Vibe Code Cleanup. They target the tangled mess under the hood of AI-generated apps. Their senior engineers focus on design patterns, decoupling services, and rewriting fragile components that AI often produces in one-shot prompts. They market specifically to sectors like HR-tech and media where buffer-free streaming and sensitive data protection are critical. Their commitment to enterprise-grade AI code makes them a standout for hardening prototypes. Based in Kyiv with 50-150 engineers.
A 1-2 week deep dive and refactor for AI-generated codebases.
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.