Is my AI-built app safe to launch?

You shipped something real, fast. That is the point of building with AI. The question is whether a stranger can read or write data they should not, or reach an admin route that skips the check. Those are the findings that turn a "vibe-coded app got hacked" story into yours. A shakedown looks for exactly those.

The tools did their job. A shakedown is the step every serious company takes before real users, payments or investors depend on it. It is a human review of what the AI built, not a judgment on you.

Across the whole app, not just the code:

• Exposed keys: API keys and secrets in the client bundle, the repo, or the repo history.
• Open data: records any visitor can read or write, checked at the access rules, not just the code.
• Broken access: routes and actions that skip the ownership or role check, traced the way a stranger would take them.

And many more of the common pitfalls. The full list, with what you get back for each, is on the what we check page.

A ranked report. Each finding is named, shown where it lives, and paired with a fix your own AI can apply. You also get the clean-up that makes your codebase cheaper for AI to keep working in, and ready for your first engineering hire. You can see the shape of it in the sample report. It is from a fictional app, and it says so.