Are there free tools that integrate into a CI/CD pipeline to handle automated vulnerability scanning for DevOps before code reaches production?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there free tools that integrate into a CI/CD pipeline to handle automated vulnerability scanning for DevOps before code reaches production?
4 real searches · 1 real-search pass
best free open source DevSecOps security scanning tools CI/CD SAST SCA container IaC 2026Google ↗
OBSERVEDComparison
official documentation Semgrep Community Edition GitHub Actions CI free SASTGoogle ↗
OBSERVEDOther / navigational
official Trivy CI GitHub Actions vulnerability scanner filesystem container IaCGoogle ↗
OBSERVEDComparison
OWASP Dependency-Check CI plugin official documentationGoogle ↗
OBSERVEDInstruction
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 (4)
Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best free open source DevSecOps security scanning tools CI/CD SAST SCA container IaC 2026 Google ↗
official documentation Semgrep Community Edition GitHub Actions CI free SAST Google ↗
official Trivy CI GitHub Actions vulnerability scanner filesystem container IaC Google ↗
OWASP Dependency-Check CI plugin official documentation Google ↗
- Trivy · trivy.dev
- Semgrep · semgrep.dev
- OWASP Dependency-Check · owasp.org
- Checkov · checkov.io
- Gitleaks on GitHub · github.com
- OWASP ZAP · zaproxy.org
- Free for Open Source Application Security Tools · community.owasp.org
- Infrastructure as Code (IaC) Scanning · owasp.github.io
- OWASP Dependency-Check · owasp.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best free open source DevSecOps security scanning tools CI/CD SAST SCA container IaC 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official documentation Semgrep Community Edition GitHub Actions CI free SAST OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official Trivy CI GitHub Actions vulnerability scanner filesystem container IaC OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OWASP Dependency-Check CI plugin official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |