---
title: "Vibe coding audit by senior engineers · Agent Wranglers"
url: https://agentwranglers.offtank.xyz/vibe-coding-audit
updated: 2026-10-19
licence: "All rights reserved"
---

# Vibe coding audit

You built your app by describing it to an AI. It works on your screen. A vibe coding audit is a code audit by a senior engineer: it tells you, in plain words, whether the app is safe to put in front of paying customers, and what to fix first.

## Who it is for

Founders and teams who built an app with Lovable, Bolt, v0, Replit, Cursor, Claude Code, Windsurf, GitHub Copilot or similar tools, and now have real users, real money or real data in it.

## Signs you need one

- It works in the preview but breaks once it is live.
- The same bug comes back after every fix the AI makes.
- You are spending more and more credits without visible progress.
- Customers, an investor or a big client have started asking about security.
- Nobody, including you, can explain how parts of the app work.

## What we check

- Secrets and access. Payment keys, passwords and database access left in the code, and who can see other people's data.
- Database rules. In Supabase and similar backends, whether each user can only read and change their own rows.
- Logins and accounts. Sign-up, password reset, sessions and admin pages.
- Payments. Whether a customer can pay less, skip paying, or see someone else's order.
- Parts doing the same job twice. The reason a fix in one place breaks something somewhere else.
- Checks before release. Whether anything stops a broken change from reaching your customers.
- Personal data and GDPR. What you store, where, and who can reach it.
- Running costs. Database and AI bills that grow faster than your users.
- Whether a person can take over. If only the AI can find its way around the code, every change gets riskier.

## How it works

1. You tell us about the app and share read-only access: a GitHub repository, an export from Lovable or Bolt, or a screen share if that is all you have.
2. We run automated scans and AI-assisted analysis, then an Expert looks at what matters for your business.
3. You get a short report and a call to go through it. That first report and call are free.
4. If you want, we plan the fixes with you, help your team make them, or make them ourselves.

## What you get

A report in plain words: what is wrong, what it could cost you, and what to fix first. Each finding says how serious it is and why. If your engineers want the technical detail, they get that too.

## Why a person, not another AI scanner

We use scanners too. They are a good start. An Expert decides which findings matter, and finds the ones a scanner cannot see, like a payment flow that lets people skip paying.

|  | AI scanner | Expert audit |
| --- | --- | --- |
| What you get | A long list of warnings | The few problems that matter, in order |
| Understands your business | No | Yes: what a problem would cost you |
| Sees the whole app | One file or check at a time | How the parts fit together |
| Explains it | In technical terms | In plain words, on a call |
| Who stands behind it | Nobody | A named senior engineer |

## What it is not

It is not a penetration test or a certificate, and it does not make the app "secure" forever. It is an honest picture of where you stand today, from someone who has seen many apps fail.

## Questions

### What access do you need?

Read-only access is enough: a GitHub repository, a code export from Lovable or Bolt, or a walkthrough if the code cannot leave your account. We never change anything during an audit.

### Can I take my code with me from Lovable or Bolt?

Usually yes. Both can export or sync to GitHub, and we can help you do it. Owning your code makes every later fix easier.

### Will you tell me to rebuild everything?

Only if that is the honest answer. Most apps can be fixed in place, one problem at a time, starting with the riskiest.

### What does it cost?

The first report and call are free. After that, every app is different, so we agree the work with you before anything starts.

### Do you sign an NDA?

Yes, if you want one. Only your Expert sees the code, we never feed it to outside AI tools without your permission, and we delete everything when we are done.

### I am not technical. Will I understand it?

Yes. That is the point. Every report starts in plain words.

## Get my vibe-coded app checked

Your first report and call are free: https://agentwranglers.offtank.xyz/contact