Resource: https://getprbl.com
Section: Testing, Review & Security
Affiliation: I maintain it.
What it does: scans a live app URL or public repo for the flaws AI coding tools produce most (hardcoded keys, routes that render without login, open Supabase tables, injection), with a free GitHub Action that comments findings on every pull request. 15 rules mapped to the OWASP Top 10. Pro adds a rewriter that applies and verifies fixes and can fail the build.
Evidence: open dataset from 4,740 live apps and 2,148 repos, CC BY: https://github.com/Get-Prbl/ai-built-app-security-study
Access: free scan with no account; free Action; paid plans for the rewriter and private repos.
Limitations: Python, JavaScript, TypeScript only; not a full DAST.
Resource: https://getprbl.com
Section: Testing, Review & Security
Affiliation: I maintain it.
What it does: scans a live app URL or public repo for the flaws AI coding tools produce most (hardcoded keys, routes that render without login, open Supabase tables, injection), with a free GitHub Action that comments findings on every pull request. 15 rules mapped to the OWASP Top 10. Pro adds a rewriter that applies and verifies fixes and can fail the build.
Evidence: open dataset from 4,740 live apps and 2,148 repos, CC BY: https://github.com/Get-Prbl/ai-built-app-security-study
Access: free scan with no account; free Action; paid plans for the rewriter and private repos.
Limitations: Python, JavaScript, TypeScript only; not a full DAST.