How do modern automated vulnerability scanners handle zero-day CVEs in container images without breaking our DevOps deployment speed, and which ones are leading this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern automated vulnerability scanners handle zero-day CVEs in container images without breaking our DevOps deployment speed, and which ones are leading this year?
2 real searches · 1 real-search pass
2026 leading container security vulnerability scanners zero-day CVE image scanning Wiz Snyk Aqua Prisma Cloud Sysdig Trivy Anchore comparisonGoogle ↗
OBSERVED
official documentation container image scanning continuous rescanning vulnerability intelligence exploitability reachability CI CD policies Wiz Snyk Aqua Prisma Cloud Sysdig 2026Google ↗
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
2026 leading container security vulnerability scanners zero-day CVE image scanning Wiz Snyk Aqua Prisma Cloud Sysdig Trivy Anchore comparison Google ↗
official documentation container image scanning continuous rescanning vulnerability intelligence exploitability reachability CI CD policies Wiz Snyk Aqua Prisma Cloud Sysdig 2026 Google ↗
- Vulnerability Management · docs.sysdig.com
- Container scanning overview | Artifact Analysis | Google Cloud Documentation · docs.cloud.google.com
- Introduction to Microsoft Defender for Containers - Microsoft Defender for Cloud · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 leading container security vulnerability scanners zero-day CVE image scanning Wiz Snyk Aqua Prisma Cloud Sysdig Trivy Anchore comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
official documentation container image scanning continuous rescanning vulnerability intelligence exploitability reachability CI CD policies Wiz Snyk Aqua Prisma Cloud Sysdig 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |