VibeCheck.

The state of vibe-coded security

Live aggregates from public VibeCheck scans. Owners opt in by making a report public; targets and domains are never shown. Each project is counted once — its latest public scan.

Coming soon — real numbers only

This page fills itself from opt-in public scans. So far none have opted in — percentages unlock at 10 public projects, because below that the stats would be noise. We don't publish made-up numbers.

Scan your app — freethen hit “Make public” on your report to be counted (and get the badge).

Methodology: only scans whose owners chose “Make public” are counted, deduplicated to the latest scan per project. No sampling, no estimates — if the data isn't here, neither is the number.