A command-line tool that analyzes Kubernetes workloads and provides detailed insights about resource utilization, efficiency, and best practices recommendations.
- Real-time resource metrics analysis
- Efficiency rate calculation
- AI-powered configuration analysis
- Best practices recommendations
- Security insights
- Performance optimization suggestions
- Go 1.19 or higher
- Access to a Kubernetes cluster
- OpenAI API key
- Kubernetes metrics server installed in your cluster
git clone https://github.com/yourusername/k8s-workload-analyzer.git
cd k8s-workload-analyzer
go build -o kwa cmd/main.go
./kwa -namespace=<namespace> -name=<deployment-name> -type=deployment -api-key=<your-openai-api-key>-namespace: Kubernetes namespace of the workload-name: Name of the workload (deployment, statefulset, etc.)-type: Type of workload (deployment, statefulset, daemonset)-api-key: OpenAI API key for AI analysis
╭─────────────────────╮
│ Workload Analysis │
╰─────────────────────╯
┌──────────────────────────────────────┐
│ Basic Information │
├──────────────────────────────────────┤
│ Namespace : default │
│ Deployment : my-app │
│ Kind : deployment │
│ Main Container : app │
└──────────────────────────────────────┘
┌──────────────────────────────────────┐
│ Resource Metrics │
├──────────────────────────────────────┤
│ CPU Utilization : 45m │
│ Memory Utilization : 256Mi │
│ Efficiency Rate : High (85.2%) │
│ Container Count : 2 │
└──────────────────────────────────────┘
- Real-time CPU and memory utilization
- Resource efficiency calculation
- Container resource usage patterns
- Best practices validation
- Security configuration review
- Resource allocation assessment
- Resource optimization suggestions
- Performance improvement tips
- Security enhancement recommendations
Contributions are welcome! Please feel free to submit a Pull Request.