Are there any reliable open source automated vulnerability assessment tools that integrate easily into our current CI/CD pipeline on DigitalOcean?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any reliable open source automated vulnerability assessment tools that integrate easily into our current CI/CD pipeline on DigitalOcean?
4 real searches · 1 real-search pass
Trivy official documentation CI GitHub Actions container vulnerability scanning Kubernetes misconfigurationGoogle ↗
OBSERVED
OWASP ZAP automation framework baseline scan CI official documentationGoogle ↗
OBSERVED
Checkov official CI integration Terraform Kubernetes documentationGoogle ↗
OBSERVED
Semgrep Community Edition CI documentation open sourceGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Trivy official documentation CI GitHub Actions container vulnerability scanning Kubernetes misconfiguration Google ↗
OWASP ZAP automation framework baseline scan CI official documentation Google ↗
Checkov official CI integration Terraform Kubernetes documentation Google ↗
Semgrep Community Edition CI documentation open source Google ↗
- Trivy · trivy.dev
- OWASP Dependency-Check · owasp.org
- Semgrep · semgrep.dev
- Checkov · checkov.io
- OWASP ZAP · zaproxy.org
- Gitleaks on GitHub · github.com
- Vulnerability · trivy.dev
- Overview · trivy.dev
- Quick Start · checkov.io
- CI/CD · trivy.dev
- ZAP · zaproxy.org
- ZAP – ZAP · zaproxy.org
- Semgrep Community Edition · semgrep.dev
- GitHub - semgrep/semgrep: Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. · github.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Trivy official documentation CI GitHub Actions container vulnerability scanning Kubernetes misconfiguration OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OWASP ZAP automation framework baseline scan CI official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Checkov official CI integration Terraform Kubernetes documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Semgrep Community Edition CI documentation open source OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |