Stabilize
Find broken flows, risky assumptions, missing validation, and code that only works on the happy path.
AI code cleanup for real products
Your AI-built prototype works just enough to prove the idea. We turn it into a codebase your team can understand, extend, test, and ship.
before:
fragile flows
hidden bugs
unclear ownership
no deploy path
after:
tested features
clean structure
readable commits
production-ready handoff
We focus on the work that makes AI-generated code safe to keep building on.
Find broken flows, risky assumptions, missing validation, and code that only works on the happy path.
Reshape messy files into clear modules without losing the product behavior that already works.
Add tests, deployment basics, and handoff notes so the next change is easier than the last one.
A focused first pass gives you a practical repair plan before we touch the larger roadmap.
01
We inspect the repo, flows, dependencies, and deploy assumptions.
02
We fix the highest-risk issues first and keep the scope visible.
03
You get clean changes, notes, and a codebase ready for the next step.