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
One object address from each of these buckets answered a plain request with no session: {buckets}. Anything stored there can be read by anyone who can list it.
Before launch · Needs a developer
File storage is created the moment an app needs an upload, and the bucket is public because that is the setting that makes the first upload appear on the page. Nothing later goes back to close it, and every file added after that inherits the decision.
One object address from each of these buckets answered a plain request with no session: {buckets}. Anything stored there can be read by anyone who can list it.
the bucket listing answered the published browser key with 4 buckets, 2 of them public
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.
Make those buckets private and hand out short lived links for the files people are meant to see.
Prompt for your coding agent
Make every bucket holding customer files private and serve those files through short lived signed links.
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