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.
Not verified
Whether sign in, password or code reset, and session expiry behave under real use.
Needs a signed-in account
A check never signs in. It has no account, no password and no permission to create one, so every behaviour behind the login is out of reach by design.
Sign in as two different accounts in two browsers and try to open the other account's pages by address.
A reviewer signs in with two accounts, crosses the boundary on purpose, and checks session expiry and reset behaviour.
See what a Launch Review covers183 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.
ShipReady is not a penetration test or a security certification. No automated check can prove an application is secure.
Last updated September 20, 2026