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.
Mixed · 2026-03
CVE entries attributed to AI-generated code rose from 6 in January 2026 to more than 35 in March 2026.
The sources report 6 CVE entries attributed to AI-generated code in January 2026.
By March 2026 the count was more than 35.
Study
This is background, not a finding. It sets the context for the report rather than mapping to one check.
183 of 200 vibe-coded apps, 91.5 percent, contained at least one vulnerability traceable to AI hallucination or missing security context.
More than 2,000 vulnerabilities and more than 400 exposed secrets found across vibe-coded apps.
69 vulnerabilities across 15 apps built by five AI coding tools.
Run all sixteen groups on your published address and see the evidence behind every result.
ShipReady is not a penetration test or a security certification. No automated check can prove an application is secure.
Last updated September 20, 2026