Code audit · Security · Performance · Architecture
AI coding tools can get a product to demo day in weeks. Getting it through launch day — real users, real data, real traffic — takes engineering. We review, test and harden AI-generated and fast-built codebases so they hold up in production.
A thorough review of the codebase to find the logic errors, broken edge cases and fragile patterns AI tools commonly introduce — followed by a prioritised plan or the fixes themselves.
We look for the weaknesses attackers look for, at the code, configuration and dependency level.
Load testing that simulates your launch-day traffic, then fixes for whatever breaks first.
An independent review of how the pieces fit together — or a design for what comes next.
The safety nets that let you keep shipping quickly without breaking what already works.
How it works
A fixed-scope review of your code, infrastructure and traffic expectations.
Findings ranked by severity and business impact, each with a recommended fix.
We fix the issues ourselves, or pair with your team to do it together.
Re-test, load-test and sign off against a production-launch checklist.
Related work
See every internet-facing asset you own.
A multi-tenant ASM platform that discovers and monitors an organisation’s internet-facing assets. A Go API, worker and scheduler sit behind a Next.js dashboard with role-based access control.
Go · PostgreSQL · Redis · Next.js
No. AI-built and “vibe-coded” apps are a common reason teams come to us, but we audit and harden any codebase — including ones built quickly by human teams under deadline pressure.
Most modern web and mobile stacks, including JavaScript and TypeScript (React, Next.js, Node), PHP (Laravel), Python, Go and Kotlin, on PostgreSQL, MySQL, Supabase, Firebase and the major clouds.
Both. Some clients want a report for their own developers; others want us to deliver the fixes. Many choose a mix: we take the critical items and hand over the rest.
Our security review works from the inside — code, configuration and dependencies — and includes targeted testing of what we find. If you need a formal third-party penetration test for compliance, we help you prepare for it and fix what it uncovers.
Usually read access to the code repository and a staging environment to start. We are happy to sign an NDA before seeing anything.
It depends on the size of the codebase and what you need covered. After a short call we agree a fixed scope and timeline before any work starts.
Tell us what you’re building — a new product, an AI feature, or a system that needs rescuing. We’ll reply with honest next steps.