AutoRemediateX

A production-grade, real-time Kubernetes observability dashboard with intelligent anomaly detection and automated self-healing remediation.

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✨ Features

• 🔴 Real-time Monitoring — Dashboard auto-refreshes every 5 seconds with live data
• 📊 Live Metrics Charts — Rolling 30-point charts for CPU, Memory, Latency & Network
• 🧠 Anomaly Detection — Visual scoring panel with critical alert highlights
• ⚡ Automated Remediation — Trigger restart, scale, or rollback actions per service
• 🗂️ Service Health Table — Sortable table with inline progress bars and status badges
• 📋 Remediation Activity Log — Timestamped log of all automated and manual actions
• 🎛️ Manual Control Panel — Detect anomalies and remediate any service on demand
• 🌙 Dark DevOps Theme — Grafana-inspired UI with IBM Plex Mono typography
• 🔌 API Integration — Real Axios calls with graceful mock fallback for demos

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🛠️ Tech Stack

Layer	Technology	Purpose
Frontend	React 18	UI framework
Charts	Recharts	Real-time data visualization
HTTP Client	Axios	API calls with interceptors
Backend	FastAPI (Python)	REST API server
Orchestration	Kubernetes	Container management
Font	IBM Plex Mono	DevOps-style typography

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📁 Project Structure

dashboard/
├── public/
│   └── index.html
├── src/
│   ├── components/
│   │   ├── ClusterOverview.jsx
│   │   ├── MetricsCharts.jsx
│   │   ├── ServiceTable.jsx
│   │   ├── AnomalyPanel.jsx
│   │   ├── RemediationLog.jsx
│   │   └── ControlPanel.jsx
│   ├── hooks/
│   │   └── useDashboard.js
│   ├── pages/
│   │   └── Dashboard.jsx
│   ├── services/
│   │   └── api.js
│   ├── utils/
│   │   └── theme.js
│   ├── App.jsx
│   └── index.js
├── .env.example
├── package.json
└── README.md

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🚀 Quick Start

1. Clone the repo

git clone https://github.com/Varunpv2005/AutoRemediateX.git
cd AutoRemediateX/dashboard

2. Install dependencies

npm install

3. Configure environment

cp .env.example .env

4. Start the app

npm start

Open http://localhost:3000

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🔌 API Endpoints

Method	Endpoint	Description
GET	/api/health	System health status
GET	/api/system-status	Cluster-level statistics
GET	/api/metrics/{service}	Per-service metrics
GET	/api/anomalies	Detected anomalies
POST	/api/remediate	Trigger remediation
POST	/api/detect-anomaly	Run anomaly detection

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📡 Monitored Services

Service	Port	Role
api-gateway	8080	Entry point / routing
auth-service	8081	Authentication
payment-service	8082	Payment processing
checkout-service	8083	Order checkout
inventory-service	8084	Stock management
notification-service	8085	Email / push alerts

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📄 License

Distributed under the MIT License. See LICENSE for more information.

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👨‍💻 Author

Varun PV

• GitHub: @Varunpv2005
• LinkedIn: Varun PV
• Email: varunpv347@gmail.com

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