First-quarter 2026 assessment of 200 apps
183 of 200 vibe-coded apps, 91.5 percent, contained at least one vulnerability traceable to AI hallucination or missing security context.
Finding
A plain request to {endpoint} returned an object listing with no sign in, so anyone can enumerate what is stored.
Before launch · Needs a developer
Firebase ships with open rules while you build, and the console says so. Turning them into real rules is a separate task with no deadline attached, and the app behaves identically either way.
A plain request to {endpoint} returned an object listing with no sign in, so anyone can enumerate what is stored.
GET https://example-app.firebaseio.com/.json returned 200 with data
Every finding on a result carries a line like this one: the request that was made and the answer that came back. You can run the same request yourself and get the same answer, which is the point.
Close the storage rules to authenticated callers and serve public files through your own addresses.
Prompt for your coding agent
Close the Firebase storage rules so listing and reading require an authenticated caller.
A result gives you this prompt written for your builder, in its own dialect, and a batch prompt that carries every fix at once.
183 of 200 vibe-coded apps, 91.5 percent, contained at least one vulnerability traceable to AI hallucination or missing security context.
An app exposed 4.75 million records, including 1.5 million API tokens and 35,000 email addresses.
An unprotected storage instance exposed tens of thousands of user images, including identity documents.
Three days after the first breach, over a million private messages were exposed through an API endpoint with no access control.
Broken access control reported across 170 production applications built with Lovable.
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Last updated September 20, 2026