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 you can put the previous version back, and how long that takes.
Needs the deployment
Recovery is a property of your deployment history and your data, not of a page. From the street, an app that can be restored in two minutes looks exactly like one that cannot be restored at all.
Deploy a trivial change, then roll it back, and time how long the app is wrong for.
A reviewer deploys a trivial change, rolls it back, times it, and writes down what the data would have needed.
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.
An agent destroyed 2.5 years of production data.
An AI agent deleted and recreated an environment, causing a 13-hour outage.
An AI agent wiped production databases while explicitly instructed not to.
ShipReady is not a penetration test or a security certification. No automated check can prove an application is secure.
Last updated September 20, 2026