Agents are your intelligent Kubernetes assistants designed to help you manage, debug, and optimize your cluster operations. Agentkube provides AI-powered agents that understand your cluster context and can assist with various Kubernetes management tasks.

Capabilities of Agents

Cluster Understanding: Analyze your Kubernetes cluster resources, configurations, and relationships to provide contextual assistance. Resource Management: Help create, modify, and troubleshoot Kubernetes resources including deployments, services, configmaps, and more. Debugging Support: Assist in identifying and resolving cluster issues, pod failures, networking problems, and performance bottlenecks. Best Practices Guidance: Provide recommendations based on Kubernetes best practices and your specific cluster configuration. Tool Integration: Utilize built-in and extended tools to interact with your cluster, monitoring systems, and external services. Multi-Cluster Support: Work across different cluster contexts while maintaining awareness of cluster-specific configurations and rules.

How Agents Work

Agents in Agentkube operate within the context of your selected Kubernetes cluster and follow these principles: Context Awareness: Agents understand your current cluster context, namespace, and available resources. Rule-Based Behavior: Follow user-defined rules and cluster-specific guidelines to provide consistent and appropriate assistance. Resource Filtering: Respect .kubeignore configurations to focus on relevant resources while maintaining security. Tool Utilization: Leverage built-in tools (kubectl, helm, filesystem, terminal) and configured extended tools for comprehensive cluster management. Secure Operations: Operate within the permissions and constraints defined by your cluster access and configuration settings.