--- title: "Senior engineers review your AI-built app ยท Agent Wranglers" url: https://agentwranglers.se/ updated: 2026-10-20 licence: "All rights reserved" --- # Human review for apps built with AI AI runs wild. We rein it in. Your app was built with AI. It works, until it doesn't. Our Experts, senior engineers, find what's broken before your customers do. Tell us about your app and a senior Expert answers personally. ## What AI agents leave behind A typical app built with AI has parts doing the same job twice and problems nobody can see, so every fix breaks something else. After an Expert: | Before | After | | --- | --- | | Your secret payment keys sat in the code. | Locked away and replaced, so the old ones are useless. | | The same job was done in two or three places. | Each job is done once. Fixing one thing stops breaking another. | | Nothing checked a change before customers saw it. | Automatic checks run on every change, before release. | | Only the AI that wrote it could find its way around. | A clear structure any developer can work on safely. | ## Why AI needs a human - **AI misses what AI writes.** Ask an AI to check AI and you get two machines nodding along to the same mistake. Even worse, ask the same question twice and you get two different answers. - **A person sees the whole.** AI looks at your app one slice at a time. An Expert sees the whole thing, and years in the real world tell them which problems will actually hurt you. - **You get plain answers.** What's wrong, what it will cost you, and what to do first. No AI nonsense. - **A real person signs every report.** Every review is signed by a real person you can call. AI starts from scratch every time. Your Expert remembers your app, and why each choice was made. - **AI only fixes for today.** AI grabs the quickest fix that makes the problem go away right now. Often it just sweeps it under the rug. An Expert picks the fix that keeps your app reliable for years. - **AI gets paid either way.** AI tools charge for every try, fixed or not. Nothing in them is built to finish the job. We are. Our goal is an app your own team can run without us. ## How it works 1. **Snapshot:** We take a good look and send you a short report. 2. **Plan:** We tell you what to fix first, and why. 3. **Fix:** Your team fixes it with our help. Or we roll up our sleeves. 4. **Stay safe:** Your Expert stays on call and checks every risky change. ## What we do Every app is different, so we shape the work around yours. We take on a few apps at a time, so yours gets an Expert's full attention. - **Snapshot:** A short report on your biggest risks, and a call to go through it. The best place to start. - **Full review:** Every corner checked, and a clear plan for what to fix first. - **AI setup:** Your AI tools set up so they stop making the same mistakes. - **We fix it:** We fix the problems we found. Your Expert checks every change. - **Expert on call:** A senior engineer for your team with broad experience, selected for your needs. - **Deal review:** A review of a company built with AI before you invest, with a report signed by an Expert. ## The Experts Senior engineers with 15 or more years of writing software, most of it before AI. They use AI coding tools every day, have built products real customers depend on, and explain in plain words when AI gets it wrong. ## Our playbooks are free for you and your AI We wrote down the rules we check software against. There are playbooks for websites, engineering, security testing and clean code. Hand [the playbooks](https://agentwranglers.se/playbook) to your developer, or point your AI agent at them. ## Questions ### I'm not technical. Will I understand the report? Yes. Every report starts in plain words. If your engineers want the technical detail, they get that too. ### Which AI tools do you review apps from? Any of them: Lovable, Bolt, v0, Replit, Cursor, Claude Code, GitHub Copilot, Windsurf and more. If AI helped write it, we can review it. ### What is a vibe coding audit? A check of an app built by prompting an AI, often called vibe coding. We look for security holes, parts doing the same job twice, missing checks, and anything that will break as you grow. ### How is this different from an automated code scanner? A scanner lists warnings. An Expert tells you which ones matter for your business, what to fix first, and signs the report. ### Do you use AI? Every day. AI does the heavy lifting. An Expert decides, checks and signs. ### Who sees my code? Only your Expert. You control the access. We never feed your code to outside AI tools without your permission, and we delete everything when we are done. ### What if you find something serious? We tell you straight away. Then we help you fix it. ### Is vibe coding safe? It can be. AI tools build fast and skip the boring safety work, like who may see which data. Our vibe coding security checklist covers the common gaps, and a Snapshot tells you where your app stands. ### What does it cost? Every app is different. We agree the scope and the price with you before any work starts. ### Where are you? In Sweden. We work with clients in the US and Europe, during your working hours. ## Get your app checked Talk to an Expert at https://agentwranglers.se/contact.