What tools are available right now to scan Kubernetes container images for vulnerabilities before they get deployed to production
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools are available right now to scan Kubernetes container images for vulnerabilities before they get deployed to production
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Kubernetes container image vulnerability scanning tools Trivy Grype Clair Harbor official CI admission controller Google ↗
2026 container image security scanning Snyk Aqua Prisma Cloud Wiz Anchore official Kubernetes CI/CD admission Google ↗
- trivy.dev · trivy.dev
- GitHub · github.com
- Grype · github.com
- Syft SBOM generator · github.com
- clairproject.org · clairproject.org
- goharbor.io · goharbor.io
- Container Scanning · owasp.github.io
- Production and Clouds · trivy.dev
- Harbor docs · goharbor.io
- Aqua Security website · aquasec.com
- Snyk Container · snyk.io
- Prisma Cloud · paloaltonetworks.com
- Wiz website · wiz.io
- Sysdig website · sysdig.com
- Kubernetes Vulnerability & Image Scanning · anchore.com
- Best Docker Security Tools Across the Container Lifecycle · wiz.io
- Container Security Tools in 2026: Image Scanning Platforms Compared · corgea.com
- Gated deployment for Kubernetes container images - Microsoft Defender for Cloud · learn.microsoft.com
- Image security · docs.aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Kubernetes container image vulnerability scanning tools Trivy Grype Clair Harbor official CI admission controller OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 container image security scanning Snyk Aqua Prisma Cloud Wiz Anchore official Kubernetes CI/CD admission OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |