Are there any free automated vulnerability scanners that integrate nicely into a GitHub Actions CI CD pipeline?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any free automated vulnerability scanners that integrate nicely into a GitHub Actions CI CD pipeline?
1 real search · 1 real-search pass
free vulnerability scanners GitHub Actions integration official docs CodeQL Dependabot Trivy Semgrep Gitleaks OWASP ZAP 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
free vulnerability scanners GitHub Actions integration official docs CodeQL Dependabot Trivy Semgrep Gitleaks OWASP ZAP 2026 Google ↗
- aquasecurity/trivy · github.com
- GitHub Action · github.com
- semgrep/semgrep · github.com
- CI integration · semgrep.dev
- CodeQL Action · github.com
- CodeQL · codeql.github.com
- gitleaks/gitleaks · github.com
- OWASP ZAP · github.com
- Baseline Action · github.com
- google/osv-scanner · github.com
- Free for Open Source Application Security Tools · community.owasp.org
- CI/CD · trivy.dev
- codeql-action/README.md at main · github/codeql-action · github.com
- Application security orchestration with GitHub Advanced Security · github.blog
- GitHub Actions workflow security analysis with CodeQL is now generally available · github.blog