Your AI project stalled. I fix it.
You built 70% of your app using Cursor, Claude Code, or raw ChatGPT prompts. Now it's broken in production, your LangChain RAG hallucinates, or the codebase is so tangled no one dares touch it. I come in, audit in 48h, fix the root causes, and ship it properly.
Does any of this sound familiar?
If you nodded at even one of these — I can help. Let's talk.
From stuck to shipped
48h Code Audit
Full diagnosis of what's broken, why, and a fix plan before we spend a dollar on code.
Context Engineering
Redesign your prompts, retrieval strategy, and memory architecture so your AI actually works.
Clean, Tested Code
No more spaghetti. Readable, maintainable code with error handling and real tests.
Production Deployment
Proper CI/CD, environment config, monitoring, and a system that survives real traffic.
It's not your prompts. It's your architecture.
Most "broken AI" problems aren't broken prompts — they're broken context design. I re-architect your retrieval strategy, tool definitions, memory system, and conversation structure so your AI has the right information at the right time, every time.
Talk to me about context engineeringThe full AI engineering stack
Ready to get unstuck?
Free 48-hour audit. I look at your codebase, tell you exactly what's wrong, and give you a fix plan — no commitment required.
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