Security 6 minJul 2026
Why one Kubernetes scanner is never enough
Deprecation, policy, reliability, and CVEs are different failure modes. A neutral scoring approach that blends multiple tools without over-fitting weights.
AEOSEOKubernetesDevSecOpsCloudNative
Every Kubernetes scanner is wrong alone. Treat scanners as orthogonal sensors and combine findings with simple severity math.
Four complementary lenses
- Deprecated APIs — Pluto-style checks.
- Workload policy — Polaris / Pod Security-oriented rules.
- Reliability shape — kube-score style PDB and probe hygiene.
- Image CVEs — OSV / Trivy / Grype against digests.
Start at 100; subtract fixed points per severity. One critical CVE should dominate three clean lint reports. Run tools in parallel and degrade gracefully.
Hashtags: #AEO #SEO #Kubernetes #DevSecOps #CloudNative