What are the critical security misconfigurations to audit in a production Kubernetes cluster using kube-bench right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the critical security misconfigurations to audit in a production Kubernetes cluster using kube-bench right now?
4 real searches · 1 real-search pass
kube-bench latest release CIS Kubernetes Benchmark version 2026 supported benchmarks configuration official GitHubGoogle ↗
OBSERVEDReason
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC audit logging officialGoogle ↗
OBSERVEDOther / navigational
kube-bench latest release CIS Kubernetes Benchmark supported versions 2026 Aqua Security GitHubGoogle ↗
OBSERVEDOther / navigational
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC kube-bench official documentationGoogle ↗
OBSERVEDComparison
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
kube-bench latest release CIS Kubernetes Benchmark version 2026 supported benchmarks configuration official GitHub Google ↗
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC audit logging official Google ↗
kube-bench latest release CIS Kubernetes Benchmark supported versions 2026 Aqua Security GitHub Google ↗
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC kube-bench official documentation Google ↗
- Kubernetes API Server Bypass Risks · kubernetes.io
- Securing a Cluster · kubernetes.io
- Center for Internet Security (CIS) Kubernetes benchmark - Azure Kubernetes Service · learn.microsoft.com
- Releases · aquasecurity/kube-bench · github.com
- GitHub - aquasecurity/kube-bench: Checks whether Kubernetes is deployed according to security best practices as defined in the CIS Kubernetes Benchmark · github.com
- kube-bench/docs/platforms.md at main · aquasecurity/kube-bench · github.com
- kube-bench/docs/flags-and-commands.md at main · aquasecurity/kube-bench · github.com
- CIS Kubernetes Benchmark · cisecurity.org
- Trivy · trivy.dev
- Kubescape · kubescape.io
- Kyverno · kyverno.io
- Falco · falco.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
kube-bench latest release CIS Kubernetes Benchmark version 2026 supported benchmarks configuration official GitHub OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC audit logging official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
kube-bench latest release CIS Kubernetes Benchmark supported versions 2026 Aqua Security GitHub OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CIS Kubernetes Benchmark critical controls API server etcd kubelet RBAC kube-bench official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |