Have an app, MVP, or AI-built prototype that mostly works — but isn’t ready to ship?

I help stabilize and finish existing software.

Typical work includes fixing broken or incomplete features, cleaning up fragile architecture, improving reliability, strengthening authentication and data flows, resolving technical debt, preparing deployment, and getting the product ready to launch.

This service is for:

MVPs that need finishing

AI-built apps from tools like Claude, Codex, Lovable, Bolt, or Cursor

products that have become difficult to maintain

apps with recurring bugs or unstable behavior

prototypes that need to become production-ready

The goal is simple: take what already exists and get it working reliably enough to ship.