Services
Services for AI-built and AI-generated apps
Nine ways I work. Six are for software that already exists and needs fixing, reviewing or finishing — whether it came from Cursor, Lovable, Bolt, Replit, ChatGPT or a previous developer. Three are for building something new. Most projects start with one and grow into another; if you’re not sure which applies, start with a diagnosis.
01
AI Code Debugging
AI-generated application not behaving?
I’ll investigate the actual problem and fix the underlying issue.
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02
Existing Codebase Rescue
Inherited a project?
I’ll understand the system before touching it and create a practical path forward.
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03
AI Code Review
Want to know whether AI-generated code is safe and maintainable?
I’ll review architecture, security, performance, dependencies and maintainability.
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04
Production Readiness
Prototype working?
I’ll help identify what’s missing before real users depend on it.
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05
Finish My AI-Built App
Already 70–80% done?
Don’t rebuild unnecessarily. I’ll help take the existing project across the finish line.
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06
AI Integration
Need AI inside a real product?
LLMs, APIs, RAG, agents, automation, structured outputs and production integrations.
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07
Mobile App Development
Need a mobile app built properly?
Flutter apps for iOS and Android — from the first screen to a release on both stores.
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08
Web Development
Need a web application, not a brochure site?
React and Next.js front ends, with the API, database and deployment underneath them.
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09
AI Development
Building a product where the AI is the product?
LLM-powered applications designed around what models do reliably, not what they do in a demo.
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Your AI-built app doesn’t need another prompt.
Sometimes it needs an engineer.
Send the messy version. That’s usually the useful version.