What open source or affordable automated vulnerability scanners can my dev team plug into their CI CD workflow this week
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What open source or affordable automated vulnerability scanners can my dev team plug into their CI CD workflow this week
1 real search · 1 real-search pass
2026 open source security vulnerability scanners CI CD Trivy Semgrep Gitleaks OSV Scanner Checkov OWASP ZAP official documentation pricingGoogle ↗
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 security vulnerability scanners CI CD Trivy Semgrep Gitleaks OSV Scanner Checkov OWASP ZAP official documentation pricing Google ↗
- Trivy documentation · trivy.dev
- GitHub · github.com
- Vulnerability · trivy.dev
- Vulnerability · trivy.dev
- Website · semgrep.dev
- Pricing · semgrep.dev
- GitHub · github.com
- Open Source Vulnerability Scanners: 13 Free Tools Compared (2026) · nurbak.com
- Security Scanning – Operations guide – Security · docs.openspp.org
- Free for Open Source Application Security Tools · community.owasp.org
- GitHub and installation · github.com
- GitHub and documentation · github.com
- Website · checkov.io
- GitHub · github.com
- Infrastructure as Code (IaC) Scanning · owasp.github.io
- Configure agentless code scanning (Preview) - Microsoft Defender for Cloud · learn.microsoft.com
- Website and automation documentation · zaproxy.org