Learn KUBERNETES with Real Code Examples
Updated Nov 27, 2025
Performance Notes
Use resource requests and limits for pods
Optimize cluster autoscaling
Monitor node and pod metrics
Use horizontal and vertical scaling where appropriate
Avoid over-provisioning to reduce cost
Security Notes
Use RBAC to control access
Encrypt secrets and use KMS if available
Use network policies to restrict traffic
Keep Kubernetes version up-to-date
Audit logs for compliance and monitoring
Monitoring Analytics
Prometheus for metrics collection
Grafana for visualization
ELK/EFK for logging
Kubernetes events for operational insights
Custom dashboards and alerts via APIs
Code Quality
Lint YAML manifests for correctness
Use version control for manifests
Separate environment-specific configurations
Test deployments in staging clusters
Use declarative and idempotent practices