What are the best Docker container security scanning tools that a solo developer can integrate into a GitHub Actions pipeline before pushing images to production?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best Docker container security scanning tools that a solo developer can integrate into a GitHub Actions pipeline before pushing images to production?
4 real searches · 1 real-search pass
2026 best Docker container image security scanning tools Trivy Grype Docker Scout GitHub Actions official documentationGoogle ↗
OBSERVEDComparison
Trivy GitHub Action official documentation vulnerability scanning misconfiguration secret scanning SBOMGoogle ↗
OBSERVEDConsequence
Docker Scout GitHub Actions official documentation image analysis policy evaluationGoogle ↗
OBSERVEDOther / navigational
Anchore Grype GitHub Action official documentation container vulnerability scanningGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 best Docker container image security scanning tools Trivy Grype Docker Scout GitHub Actions official documentation Google ↗
Trivy GitHub Action official documentation vulnerability scanning misconfiguration secret scanning SBOM Google ↗
Docker Scout GitHub Actions official documentation image analysis policy evaluation Google ↗
Anchore Grype GitHub Action official documentation container vulnerability scanning Google ↗
- Trivy documentation · trivy.dev
- Docker Scout documentation · docs.docker.com
- Grype on GitHub · github.com
- Snyk Container · snyk.io
- Dockle on GitHub · 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
- Grype by Anchore: The Open Source Vulnerability Scanner · anchore.com
- Container Scanning · owasp.github.io
- Using Docker Scout in continuous integration · docs.docker.com
- Trivy GitHub Action · github.com
- Syft SBOM generator · github.com
- OWASP DevSecOps Guidelines · owasp.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best Docker container image security scanning tools Trivy Grype Docker Scout GitHub Actions official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Trivy GitHub Action official documentation vulnerability scanning misconfiguration secret scanning SBOM OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Docker Scout GitHub Actions official documentation image analysis policy evaluation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Anchore Grype GitHub Action official documentation container vulnerability scanning OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |