Real ChatGPT answer · index seedRWVzNfoJ7AkcompleteB2B software · cloud hostinginformational

How does Docker container vulnerability scanning actually work in a CI CD pipeline and what should I look for before pushing images to production?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does Docker container vulnerability scanning actually work in a CI CD pipeline and what should I look for before pushing images to production?
2 real searches · 1 real-search pass
official Trivy documentation image scanning vulnerabilities misconfigurations secrets SBOM severity ignore policy exit code CI pipelineGoogle ↗
OBSERVED
Docker Scout official documentation image analysis CVE recommendations CI policy evaluationGoogle ↗
OBSERVED

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
official Trivy documentation image scanning vulnerabilities misconfigurations secrets SBOM severity ignore policy exit code CI pipeline Google ↗
Docker Scout official documentation image analysis CVE recommendations CI policy evaluation Google ↗
  1. Trivy official documentation · trivy.dev
  2. Docker Scout documentation · docs.docker.com
  3. Grype on GitHub · github.com
  4. Official Trivy documentation · trivy.dev
  5. CISA KEV catalog · cisa.gov
  6. Policy Evaluation · docs.docker.com
  7. Docker Scout quickstart · docs.docker.com
  8. Docker Scout image analysis · docs.docker.com
  9. Container Scanning · owasp.github.io
  10. OWASP DevSecOps Guideline · owasp.github.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official Trivy documentation image scanning vulnerabilities misconfigurations secrets SBOM severity ignore policy exit code CI pipeline
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Docker Scout official documentation image analysis CVE recommendations CI policy evaluation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1