https://shipreadyai.dev/incidents/first-quarter-2026-assessment

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# First-quarter 2026 assessment of 200 apps

2026-04. Mixed.

## What happened

The sources report 183 of 200 apps containing at least one vulnerability.
That is 91.5 percent.
The vulnerabilities are traced to AI hallucination or missing security context.

## What ShipReady can say

Most of what this study counts sits behind the app. That is the not-verified list, named item by item rather than left out.

## Sources

- [secure.com vibe coding security risks](https://www.secure.com/blog/appsec/vibe-coding-security-risks)