We need automated vulnerability scanning for DevOps pipelines but cannot afford enterprise tier tools like Prisma Cloud right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need automated vulnerability scanning for DevOps pipelines but cannot afford enterprise tier tools like Prisma Cloud right now
1 real search · 1 real-search pass
2026 open source DevSecOps vulnerability scanning tools Trivy Semgrep Gitleaks Checkov OSV Scanner GitHub Advanced Security free tiersGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 open source DevSecOps vulnerability scanning tools Trivy Semgrep Gitleaks Checkov OSV Scanner GitHub Advanced Security free tiers Google ↗
- GitHub repository · github.com
- Documentation · trivy.dev
- GitHub repository · github.com
- Website · semgrep.dev
- GitHub repository · github.com
- GitHub repository · github.com
- GitHub repository · github.com
- Website · zaproxy.org
- GitHub repository · github.com
- Open Source Vulnerability Scanners: 13 Free Tools Compared (2026) · nurbak.com
- awesome-security-pipeline/comparisons/github-actions-security-tools.md at main · rezmoss/awesome-security-pipeline · github.com
- www-community/pages/Free_for_Open_Source_Application_Security_Tools.md at master · OWASP/www-community · github.com
- DefectDojo GitHub repository · github.com
- Documentation · docs.defectdojo.com