Why is our automated vulnerability scanner failing to flag known container CVEs in our DevOps pipeline today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why is our automated vulnerability scanner failing to flag known container CVEs in our DevOps pipeline today?
1 real search · 1 real-search pass
2026 container vulnerability scanner CVE database feed update known issues October 2026 Trivy Grype ClairGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 container vulnerability scanner CVE database feed update known issues October 2026 Trivy Grype Clair Google ↗
- Vulnerability · trivy.dev
- Vulnerability Database · oss.anchore.com
- Troubleshooting container scanning · docs.gitlab.com