Opviva Research

The State of Vibe-Coded App Security

The Opviva agent continuously talks to and scans real apps built with AI coding tools, proving each exploit before it counts a finding — then we aggregate what it found, anonymized and never tied to any one app. These numbers update on their own as the sample grows. We publish a statistic only once it's backed by real, proven data; nothing here is invented.