AI Code Audit & Setup
Make your AI-built app production-grade.
Shipped fast with AI and now fragile? We audit your vibe-coded system, fix what is risky, and set it up to scale: tests, evals, monitoring.
What you get
From diagnosis to a system you can trust in production.
Prioritised findings report
Critical, high, and medium issues ranked by risk, with fix recommendations.
Security and reliability fixes
Immediate patches for vulnerabilities, data leaks, and failure modes.
Tests, evals, and CI set up
Automated tests and evaluation suites so regressions are caught before production.
Monitoring and handover docs
Observability dashboards, alerting, and documentation your team can maintain.
Before and after
From fragile AI-generated code to a production-grade system with guardrails.
Vibe-coded and fragile vs. audited, tested, and monitored.
Who it is for
Teams with an AI-built or vibe-coded app that is failing in production or cannot pass review.
Startups that shipped an MVP with AI tools and need production readiness
Engineering teams whose AI-generated code is accumulating critical bugs
CTOs facing security or compliance reviews on AI-written systems
Product teams where AI prototypes work in demos but break under real traffic
Price and payback
Fixed-price review, then a scoped build if you want the fixes done. You get the findings report either way.
Example payback
£20K agent saving £4K/mo
pays back in ~5 months
Proven results
AI-built systems rescued and made production-ready.
Frequently asked questions
What is a vibe-coded system?
An app shipped fast with AI tools (Cursor, Claude, Copilot) without full tests, reviews, or production hardening. It often works in demos but fails under real traffic, edge cases, or security scrutiny.
Do you just review, or fix it too?
The audit delivers a prioritised findings report. Stop there, or have us scope and implement the fixes at a fixed price. You are never locked in.
Will you set up our AI coding agents properly?
Yes: tests, evals, CI, monitoring, and the practices so your team keeps building safely from day one.
How long does it take?
A fixed-price review; the timeline depends on system size and is agreed up front before we start.
Is our code and data safe?
Yes. Work is done under NDA, in your environment, with least-privilege access. We never retain copies of your code.
What do we get at the end?
The findings report and a scoped fix plan. If you proceed, a hardened, monitored, documented system your team can maintain.