OpsInsights

AI-powered Kubernetes pod diagnostics using Spring AI + Claude/OpenRouter.

Structure

ops-insights/
├── src/          # Spring Boot app
└── frontend/         # React + Vite app

Prerequisites

• Java 21+
• Node 20+
• kubectl configured (~/.kube/config)
• OpenRouter API key

Run Backend

cd backend
export OPENROUTER_API_KEY=your_key_here
./mvnw spring-boot:run

Run Frontend

cd frontend
npm install
npm run dev

API Endpoints

Method	Path	Description
POST	/api/diagnose	Run AI diagnosis
GET	/api/k8s/namespaces	List namespaces
GET	/api/k8s/pods?namespace=	List pods
GET	/api/k8s/containers?namespace=&podName=	List containers
GET	/api/k8s/logs?namespace=&podName=&tailLines=&containerName=	Fetch logs
GET	/api/k8s/events?namespace=&podName=	Fetch events

Features

• AI diagnosis with tool calling (pod status, logs, events, deployment config)
• Log sanitization (redacts passwords, tokens, API keys, emails)
• Audit trail written to logs/audit.log
• Namespace → Pod → Container cascading dropdowns