Can you compare the latest Kubernetes cluster security scanners that integrate smoothly into a GitHub Actions CI CD pipeline?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the latest Kubernetes cluster security scanners that integrate smoothly into a GitHub Actions CI CD pipeline?
6 real searches · 1 real-search pass
latest 2026 Kubernetes security scanners GitHub Actions Trivy Kubescape KubeLinter Checkov official documentationGoogle ↗
OBSERVEDOther / navigational
Trivy GitHub Action Kubernetes misconfiguration vulnerability scanning official docs 2026Google ↗
OBSERVEDOther / navigational
Kubescape GitHub Action Kubernetes security scanning official docs CIGoogle ↗
OBSERVEDOther / navigational
KubeLinter GitHub Action Kubernetes manifests official docsGoogle ↗
OBSERVEDOther / navigational
Checkov GitHub Actions Kubernetes manifests scanning official docsGoogle ↗
OBSERVEDOther / navigational
Wiz Prisma Cloud Sysdig Kubernetes runtime cluster security GitHub Actions CI integration 2026Google ↗
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 (6)
Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
latest 2026 Kubernetes security scanners GitHub Actions Trivy Kubescape KubeLinter Checkov official documentation Google ↗
Trivy GitHub Action Kubernetes misconfiguration vulnerability scanning official docs 2026 Google ↗
Kubescape GitHub Action Kubernetes security scanning official docs CI Google ↗
KubeLinter GitHub Action Kubernetes manifests official docs Google ↗
Checkov GitHub Actions Kubernetes manifests scanning official docs Google ↗
Wiz Prisma Cloud Sysdig Kubernetes runtime cluster security GitHub Actions CI integration 2026 Google ↗
- Official documentation · trivy.dev
- GitHub Action · github.com
- GitHub integration · kubescape.io
- GitHub repository · github.com
- Documentation · docs.kubelinter.io
- GitHub repository · github.com
- Official website · checkov.io
- GitHub repository · github.com
- Official documentation · docs.sysdig.com
- Website · sysdig.com
- Official website · wiz.io
- 2026 GKE runtime update · wiz.io
- CI/CD · trivy.dev
- Kubernetes · checkov.io
- kube-linter/README.md at main · stackrox/kube-linter · github.com
- Quick Start · checkov.io
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
latest 2026 Kubernetes security scanners GitHub Actions Trivy Kubescape KubeLinter Checkov official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Trivy GitHub Action Kubernetes misconfiguration vulnerability scanning official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kubescape GitHub Action Kubernetes security scanning official docs CI OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
KubeLinter GitHub Action Kubernetes manifests official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Checkov GitHub Actions Kubernetes manifests scanning official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Wiz Prisma Cloud Sysdig Kubernetes runtime cluster security GitHub Actions CI integration 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |