Someone on your team built an internal app with Lovable, Bolt, Cursor or Claude. It works, people like it, and now you want to roll it out across the company. Before you do, check what the AI left open.
In Veracode’s 2025 GenAI Code Security Report, 45% of AI-generated code samples introduced a known security flaw. Newer models write code that runs. They have not got better at writing code that is secure.
The checklist covers the 20 attacks we see hitting vibe coded apps, plus 12 controls for a company-wide rollout. Every check says what goes wrong and how to fix it. The PDF includes a prompt, so Claude can run the whole list against your code and report back.
Part 1: 20 ways vibe coded apps are getting hacked
- Framework, files and payments
- Logins, data and third parties
- AI features, tokens and accounts
- Domains, servers and links
- What the browser gives away
Part 2: Rolling it out across the company
- Identity and access
- Data, secrets and packages
- Running it and owning it
How to run this checklist with Claude
- Get the PDF. Fill in the form at the top of this page.
- Give Claude your code. Open Claude Code in the project folder, or connect the repository, and attach the PDF.
- Paste the prompt inside the PDF. Then work through the fixes it proposes, highest risk first.
Common questions about securing vibe coded apps
How do I secure a Lovable app?
Most problems in AI-built apps sit in the same few places: the database, file storage, logins and the keys the app uses to talk to other services. The checklist walks through each one with the fix, and Claude can run it against your code to show which apply to you.
Is vibe coded software safe for enterprise use?
It can be, once the rollout controls are in place. Part 2 of the checklist covers the 12 controls your IT and security teams will ask about before a company-wide launch.
How often does AI-generated code have security flaws?
In Veracode's 2025 GenAI Code Security Report, 45% of AI-generated code samples introduced a known security flaw. Newer models write code that runs, but they have not got better at writing code that is secure.
Can Claude check my app for security problems?
Yes. Attach the checklist PDF to Claude Code with your project and paste the prompt inside it. Claude reports Pass, Fail or Not applicable for each check, the files it looked at and the fix.
What are the most common ways vibe coded apps get hacked?
Part 1 of the checklist covers the 20 we see most often, grouped into frameworks and payments, logins and data, AI features, domains and servers, and what the browser gives away.
Want a second pair of eyes before you ship?
KoobrikLabs reviews, hardens and runs AI-built apps for studios, agencies and production companies. Our managed IT and security service keeps them patched, monitored and owned after launch.
Book a discovery call orlando@koobriklabs.comSources
- 45% figure: Veracode, 2025 GenAI Code Security Report, July 2025.
KoobrikLabs is the AI and managed IT partner for creative companies, in Los Angeles and London.