KubePattern

Use Cases

Dove KubePattern fa la differenza

CI/CD Pipelines

Integrate KubePattern into your CI/CD pipeline to block misconfigurations and anti-patterns before they reach production.

Custom Resources Governance

Enhance CRD governance by enforcing complex logical patterns across multiple resources and namespaces.

Cluster Auditing

Perform a comprehensive scan of existing clusters to identify technical debt, “smells,” and opportunities for architectural refactoring.

Why KubePattern?

Go beyond traditional linting with pattern-oriented validation

Graph-Based Analysis

Builds a complete resource graph to understand relationships and dependencies between Kubernetes resources, enabling deep architectural insights.

Pattern-as-Code

Define patterns using declarative JSON files. Extend KubePattern with custom patterns without modifying the core codebase.

Pattern Recognition

Automatically detect architectural patterns like Sidecar, Health Probe, and Predictable Demands across your entire cluster.

Confidence Scoring

Each detection includes confidence levels, severity ratings, and detailed scores to help you prioritize improvements.

Best Practices

Identify configuration smells and deviations from Kubernetes best practices and corporate policies automatically.

Native CRD Output

Results are exposed as Kubernetes Custom Resources, making them easy to query, monitor, and integrate with existing tools.

Simple Yet Powerful

KubePattern analyzes your cluster and creates K8sPattern CRDs that represent detected patterns with detailed information.

Automatic cluster scanning
RESTful API for integration
Detailed pattern descriptions
Resource relationship mapping

Read the Docs

# View detected patterns
kubectl get k8spatterns -A

# Example output:
apiVersion: kubepattern.dev/v1
kind: K8sPattern
metadata:
  name: sidecar-2109423650
  namespace: pattern-analysis-ns
spec:
  confidence: HIGH
  severity: INFO
  type: STRUCTURAL
  message: Pod 'frontend' in namespace 'production' 
    appears to be separated from its sidecar pod 
    'logging' in namespace 'production'.
  name: sidecar
  referenceLink: https://github.com/kubepattern/registry
  resources:
  - name: frontend
    namespace: production
    role: main-app
  - name: logging
    namespace: production
    role: sidecar
  scores:
  - category: Relationship
    score: 10

Ready to Improve Your Kubernetes Architecture?

Join the community and start detecting patterns in your cluster today. It's free and open source!

View on GitHub