kubectl ai — AI-powered Kubernetes CLI Assistant
kubectl ai — AI-powered Kubernetes CLI Assistant
📌 Overview
kubectl ai is a CLI plugin that integrates large language models (LLMs) with your Kubernetes environment. It translates natural language queries into valid kubectl commands and explains outputs in plain English, helping you interact with clusters intelligently and efficiently.
🚀 Key Features
Convert natural language into Kubernetes commands
Explain complex kubectl output
Auto-detects context, namespace, and cluster stat
Supports offline mode and audit logging
Compatible with multiple LLMs (OpenAI, Gemini, Claude, Local LLMs)
Common Use Cases
Natural Prompt
Translated Command
"List all pods in kube-system"
kubectl get pods -n kube-system
"Restart nginx deployment"
kubectl rollout restart deployment nginx
"Scale backend deployment to 5 replicas"
kubectl scale deployment backend --replicas=5
"Explain what a service is"
Returns LLM explanation
"Why is my pod CrashLoopBackOff?"
Fetches pod logs + describes issue
Installation Command
curl -sSL https://raw.githubusercontent.com/Goo... | bash
export GEMINI_API_KEY=your_api_key_here
kubectl-ai
Use different gemini model
kubectl-ai --model gemini-2.5-pro-exp-03-25
Use 2.5 flash (faster) model
kubectl-ai --quiet --model gemini-2.5-flash-preview-04-17 "check logs for nginx app in hello namespace"
Usage
kubectl-ai
kubectl-ai --quiet "fetch logs for nginx app in hello namespace"
Use cases prompt
kubectl ai get all pods running in the kube-system namespace
Benefits:
Fast and fluent command generation
Handles explanations with depth
Works well with Google Cloud users