AgentOps Commander

Autonomous AI Agent Deployment and Management System

Hackathon Project - AI Agents Assemble

This project aims to create a meta-agent system that can autonomously deploy and manage AI agents.

🚀 Key Features

• Next.js 14 Dashboard: Real-time monitoring and control panel
• Kestra Workflows: Orchestration engine for agent deployment
• FastAPI Backend: RESTful API for agent management
• Cline Integration: Intelligent deployment script generation
• CodeRabbit Reviews: Automated code quality assurance

🏗️ Architecture

project/
├── frontend/          # Next.js 14 dashboard
├── backend/           # FastAPI backend
├── kestra/            # Kestra workflows
├── scripts/           # Deployment scripts
└── docs/              # Documentation

🛠️ Tech Stack

• Frontend: Next.js 14, TypeScript, Tailwind CSS
• Backend: FastAPI, Python, SQLModel
• Orchestration: Kestra Workflows
• Deployment: Docker, Vercel
• AI Tools: Cline, CodeRabbit

🚀 Quick Start

1. Frontend Setup:

   cd frontend
   npm install
   npm run dev

2. Backend Setup:

   cd backend
   pip install -r requirements.txt
   python main.py

3. Kestra Setup:

   cd kestra
   docker-compose up -d

📁 Project Structure

frontend/
├── src/
│   ├── app/           # Next.js app router
│   │   ├── page.tsx   # Main dashboard
│   │   └── demo/      # Demo presentation
│   └── components/    # React components
│       └── Dashboard.tsx
├── public/            # Static assets
└── package.json       # Dependencies

backend/
├── main.py            # FastAPI server
└── requirements.txt   # Python dependencies

kestra/
├── docker-compose.yml # Local setup
└── workflows/         # YAML workflows
    └── deploy-agent.yaml

scripts/
└── generate-deployment.py # Cline integration

🎯 Hackathon Goals

1. Day 1: Foundation setup (✅ Completed)
2. Day 2: Advanced dashboard features
3. Day 3: Full deployment pipeline
4. Day 4: AI-powered optimizations
5. Day 5: Polish and presentation

🏆 Competition Focus

• Sponsor Tools Integration: Cline, Kestra, Vercel, CodeRabbit
• Production Ready: Clean code, documentation, testing
• Impressive Demo: Live deployment showcase