Need recommendations for cheap or free developer tools to audit Kubernetes cluster security compliance without buying a massive enterprise suite.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Need recommendations for cheap or free developer tools to audit Kubernetes cluster security compliance without buying a massive enterprise suite.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 open source Kubernetes security compliance tools Kubescape kube-bench Trivy kubeaudit Polaris official docs Google ↗
Kubernetes CIS benchmark kube-bench official GitHub Kubescape NSA CISA hardening framework official Google ↗
- kubescape.io · kubescape.io
- GitHub · github.com
- GitHub repository · github.com
- Website · trivy.dev
- GitHub · github.com
- Website · kyverno.io
- GitHub · github.com
- Website · fairwinds.com
- GitHub · github.com
- Website · falco.org
- GitHub · github.com
- Kubescape · cncf.io
- Auditing and logging · docs.aws.amazon.com
- Top 11 Open-Source Kubernetes Security Tools · wiz.io
- CIS Kubernetes Benchmarks · cisecurity.org
- CIS Benchmarks® · cisecurity.org
- Website · checkov.io
- GitHub · github.com
- Website · open-policy-agent.github.io
- GitHub · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 open source Kubernetes security compliance tools Kubescape kube-bench Trivy kubeaudit Polaris official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kubernetes CIS benchmark kube-bench official GitHub Kubescape NSA CISA hardening framework official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |