Real ChatGPT answer · index seedAEyj5beGMkAcompleteB2B software · cybersecurityhowto

How do we scan our K8s manifests for misconfigurations using open-source tools before deploying to production this afternoon?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do we scan our K8s manifests for misconfigurations using open-source tools before deploying to production this afternoon?
1 real search · 1 real-search pass
official documentation KubeLinter CLI lint directory command Kubescape scan framework Trivy config Kubernetes manifests Kubeconform usageGoogle ↗
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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
official documentation KubeLinter CLI lint directory command Kubescape scan framework Trivy config Kubernetes manifests Kubeconform usage Google ↗
  1. GitHub repository · github.com
  2. GitHub repository · github.com
  3. GitHub repository · github.com
  4. GitHub repository · github.com
  5. Introduction · docs.kubelinter.io
  6. Scanning your environment · kubescape.io
  7. kubescape/docs/cli-reference.md at master · kubescape/kubescape · github.com
  8. Trivy documentation · trivy.dev

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official documentation KubeLinter CLI lint directory command Kubescape scan framework Trivy config Kubernetes manifests Kubeconform usage
OBSERVED
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