What is the most cost effective way to implement Docker container security scanning using current tools in two thousand twenty six?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective way to implement Docker container security scanning using current tools in two thousand twenty six?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Docker container image vulnerability scanning tools Trivy Docker Scout Grype official documentation pricing comparison Google ↗
Trivy documentation image scanning misconfiguration secret scanning SBOM GitHub Actions 2026 Google ↗
- Trivy official documentation · trivy.dev
- trivy/docs/guide/target/container_image.md at main · aquasecurity/trivy · github.com
- trivy/docs/guide/scanner/secret.md at main · aquasecurity/trivy · github.com
- trivy/docs/guide/scanner/misconfiguration/index.md at main · aquasecurity/trivy · github.com
- Using Docker Scout in continuous integration · docs.docker.com
- Docker Scout · docs.docker.com
- Docker Plans FAQs · docker.com
- Grype · github.com
- Syft · github.com
- DevSecOpsGuideline/current-version/2-Process/2-3-Build/2-3-3-Container-Security/2-3-3-1-Container-Scanning.md at master · OWASP/DevSecOpsGuideline · github.com
- Container scanning overview | Artifact Analysis | Google Cloud Documentation · docs.cloud.google.com
- advisory-database/advisories/github-reviewed/2026/03/GHSA-69fq-xp46-6x23/GHSA-69fq-xp46-6x23.json at main · github/advisory-database · github.com
- Trivy ecosystem supply chain temporarily compromised · Advisory · aquasecurity/trivy · github.com
- Trivy supply chain compromise: What Docker Hub users should know · docker.com
- official Trivy security advisory · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Docker container image vulnerability scanning tools Trivy Docker Scout Grype official documentation pricing comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Trivy documentation image scanning misconfiguration secret scanning SBOM GitHub Actions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |