AI App Hardening
Production-ready your AI app
From vibe-coded prototype to production-grade product — the gaps AI leaves behind, closed.
- Code audit
- Security hardening
- Refactoring
- Load testing
Overview
What we do here
AI tools can get you an impressive-looking app fast — but running on your machine isn't the same as ready for real users. We audit vibe-coded and AI-generated apps end to end: security holes, missing error handling, brittle architecture, and the shortcuts that feel fine at ten users and break at ten thousand. Then we fix them, without throwing away the parts that already work.
Why it matters
What you actually get
Actually secure
A full audit closes the gaps AI-generated code commonly leaves — auth, secrets, injection, access control.
Holds up under real users
Error handling, validation, and architecture fixed so the app doesn't fall over at real traffic.
Something your team can maintain
Code restructured into something a person — or your next AI session — can actually extend.
What's included
Everything in the box
Security & code audit
A full review of auth, secrets, dependencies, and data handling for the gaps AI-generated code tends to leave.
Error handling & validation
Proper input validation, error boundaries, and failure handling in place of silent failures.
Architecture & refactoring
Messy or duplicated AI-generated code restructured into something maintainable.
Performance & load testing
The app tested under realistic traffic, not just a single browser tab.
How we work
From first call to live
- 01
Audit
A full pass over the codebase for security, architecture, and reliability gaps.
- 02
Prioritize
A clear, ranked list of what's genuinely risky versus what's cosmetic.
- 03
Harden
We fix the critical issues — auth, validation, error handling, architecture.
- 04
Load test & sign off
The app is tested under realistic load before we call it production-ready.
Questions
Good to know
My app was built with an AI tool — can you work with that?
Yes. We're agnostic to how it was built, whether that's Claude, Cursor, Lovable, or another AI builder.
Do you rewrite everything?
No. We keep what already works and fix what doesn't — a full rewrite is rarely necessary or worth the cost.
How do you know what's actually broken versus fine?
The audit is prioritized by real risk to your users and business, not stylistic preference.
Can you add new features while you're in there?
Yes. It's common to harden the foundation and extend the feature set in the same engagement.
Explore more
Other things we do
Ready to build production-ready your ai app?
Tell us what you have in mind. We'll reply within one business day with honest next steps.