What is the easiest Kubernetes security scanning tool to integrate into GitHub Actions for a small engineering team?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the easiest Kubernetes security scanning tool to integrate into GitHub Actions for a small engineering team?
3 real searches · 1 real-search pass
Trivy GitHub Action Kubernetes manifest misconfiguration scanning official documentation GitHub ActionsGoogle ↗
OBSERVEDReason
Kubescape GitHub Action Kubernetes security scanning official documentationGoogle ↗
OBSERVEDOther / navigational
Checkov GitHub Action Kubernetes YAML security scanning official documentationGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Trivy GitHub Action Kubernetes manifest misconfiguration scanning official documentation GitHub Actions Google ↗
Kubescape GitHub Action Kubernetes security scanning official documentation Google ↗
Checkov GitHub Action Kubernetes YAML security scanning official documentation Google ↗
- Trivy · github.com
- Trivy GitHub Action · github.com
- Documentation · trivy.dev
- trivy/docs/guide/scanner/misconfiguration/index.md at main · aquasecurity/trivy · github.com
- CI/CD · trivy.dev
- Kubernetes · trivy.dev
- Kubescape GitHub Action · github.com
- Documentation · kubescape.io
- GitHub - kubescape/kubescape: Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernetes users and administrators precious time, effort, and resources. · github.com
- Scanning your environment · kubescape.io
- Kubescape · cncf.io
- Checkov GitHub · github.com
- Documentation · checkov.io
- Misconfiguration Check · owasp.github.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Trivy GitHub Action Kubernetes manifest misconfiguration scanning official documentation GitHub Actions OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Kubescape GitHub Action Kubernetes security scanning official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Checkov GitHub Action Kubernetes YAML security scanning official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |