K8sGPT

K8sGPT leverages AI to diagnose Kubernetes issues using clear, simple English for quick troubleshooting.

Visit Site

AI Developer Tools AI Assistant AI Copilot AI Productivity Tools

About K8sGPT

K8sGPT is an advanced tool designed to scan Kubernetes clusters, accurately diagnose issues, and provide clear, actionable insights in plain English. Its analyzers incorporate Site Reliability Engineering (SRE) expertise, enabling intelligent troubleshooting and automation. K8sGPT enhances Kubernetes management with AI-driven analysis, automated problem resolution, and seamless integration with tools like Claude Desktop, empowering teams to maintain healthier clusters effortlessly.

How to Use

Run K8sGPT through its command-line interface or integrate it with Claude Desktop. It analyzes your Kubernetes cluster’s status, offers intelligent insights, and can automatically apply recommended fixes. You can also utilize built-in analyzers locally without AI assistance.

Features

Supports data anonymization for privacy

Provides precise control and safety guardrails

Compatible with local AI models

Integrates seamlessly with Claude Desktop

Enables AI-powered analysis of Kubernetes environments

Automates resolution of common Kubernetes issues

Supports multiple AI providers including OpenAI, Azure, and Google

Use Cases

Diagnosing cluster health and identifying issues

Automating troubleshooting and issue remediation

Optimizing Kubernetes workflows

Leveraging AI insights to resolve Kubernetes problems

Integrating with Claude Desktop for enhanced management

Best For

Cloud engineersDevOps professionalsSite Reliability Engineers (SREs)Kubernetes developersKubernetes administrators

Pros

Delivers intelligent insights and automated solutions

Offers detailed control and safety features

Simplifies Kubernetes troubleshooting with AI assistance

Integrates with Claude Desktop for better management

Supports multiple AI providers and local models

Cons

Depends on external AI services for certain features

Requires careful setup and monitoring of auto-remediation

Data security concerns addressed through anonymization

Frequently Asked Questions

Find answers to common questions about K8sGPT

Which AI providers does K8sGPT support?

K8sGPT supports a range of AI providers, including OpenAI, Azure, Google Vertex AI, Amazon Bedrock, IBM WatsonX, as well as local AI models like Llama, Cohere, and Hugging Face.

Can K8sGPT automatically fix Kubernetes issues?

Yes, K8sGPT offers auto-remediation features, which you can enable or disable. You also have control over which analyzers to run for targeted troubleshooting.

How does K8sGPT protect sensitive data?

Sensitive data is automatically anonymized before being sent to external AI services. You can also opt to use local AI models to keep your data within your environment.