Common problems I solve

AI coding tools get you most of the way there. These are the problems where they consistently fall short — and where I step in.

Add Authentication

Your AI tool produced a login form, maybe even JWT tokens. But authentication is the one area where 'looks like it works' can cost you every ...

You built something real with AI. It runs perfectly in development. But every time you try to deploy, something breaks — build errors, blank ...

Bolt or Lovable generated a full-stack application that looks impressively finished. It has pages, auth, a database schema, API endpoints. B ...

You used Cursor to build something ambitious. Each file looked right when it was generated. But the app crashes, types don't match across fi ...

It looked like it worked in test mode. Maybe you even processed a real payment. But failed webhooks, missing idempotency, and ignored SCA re ...

v0 gave you a pixel-perfect UI that impressed everyone you showed it to. Then you tried to make it do something real. The data is hardcoded, ...

If AI generated it, I can probably fix it. Tell me what's broken and I'll tell you what it takes.