Human-Verified Web Development: Polishing AI-Generated Apps for Production

about this service

I provide the critical human expertise needed to take your project from a generic AI-generated prototype to a robust, professional product. What I offer: - Code Review & Hardening: I review AI-generated code, fix logic bugs, ensure TypeScript type safety, and refactor for maintainability. - UI/UX Refinement: I rework generic "AI-look" CSS into a polished, unique, and professional design that reflects your brand. - Human Usability Audit: I test your app on real devices, browsers, and operating systems to identify and fix navigation or usability issues that AI often misses. - Automated Playwright Testing: I upgrade brittle AI-written scripts into resilient, enterprise-grade test suites that reliably prevent regressions and ensure long-term stability. - Environment Setup: I troubleshoot environment issues, third-party service integrations, and deployment pipelines to get your project running reliably.

what's included