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
The public auth settings at {endpoint} report anonymous sign in is on, so a caller can hold a session without ever giving an address. That is fine when it is deliberate and a problem when row rules assume a known person.
Good to know · About ten minutes
Backend sign in settings default to whatever gets a first account created fastest. Open signup and automatic confirmation are the defaults that make the demo work, and they are still the defaults on the day the product goes public.
The public auth settings at {endpoint} report anonymous sign in is on, so a caller can hold a session without ever giving an address. That is fine when it is deliberate and a problem when row rules assume a known person.
the public auth settings report mailer_autoconfirm: true
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.
Turn anonymous sign in off if the product does not use it, and check that no row rule treats an anonymous session as a known customer.
Prompt for your coding agent
Turn off anonymous sign in unless the product needs it, and confirm no row rule treats an anonymous session as an identified user.
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.
69 vulnerabilities across 15 apps built by five AI coding tools.
Three days after the first breach, over a million private messages were exposed through an API endpoint with no access control.
A platform-wide authentication flaw allowed access to private enterprise data.
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Last updated September 20, 2026