Cloud-Assist: AI DevOps Terminal Agent

An intelligent terminal-based DevOps assistant powered by AI. Simply describe what you want to accomplish in plain language, and Cloud-Assist will suggest the right commands, execute them with your approval, and help you complete complex infrastructure tasks.

🎥 Demo

Watch Cloud-Assist in action: Interactive terminal interface with real-time AI assistance for DevOps tasks.

✨ What It Does

Talk to your terminal like a DevOps expert

• Describe tasks in natural language: "Set up monitoring for my web service"
• Get contextually appropriate command suggestions
• Review and approve each command before execution
• AI analyzes output and suggests next steps
• Maintains context throughout your session

Perfect for:

• Cloud infrastructure setup and management
• Kubernetes cluster operations
• Application deployment and troubleshooting
• Docker container management
• System monitoring and debugging

🏗️ Architecture

Cloud-Assist consists of two main components:

🤖 AI Agent (Python + LangGraph)

• Powered by LangGraph for complex reasoning workflows
• Supports multiple AI models (OpenAI, Anthropic, etc.)
• Maintains conversation context and command history
• Analyzes command output and suggests next steps

💻 Terminal CLI (Go + Bubble Tea)

• Beautiful terminal user interface
• Secure command approval workflow
• Real-time communication with AI agent
• Session management and history

┌─────────────────┐    WebSocket    ┌──────────────────┐
│   Terminal CLI  │ ◄──────────────► │   AI Agent       │
│   (Go/BubbleTea)│                  │   (Python/       │
│                 │                  │    LangGraph)    │
└─────────────────┘                  └──────────────────┘
         │                                     │
         ▼                                     ▼
   User Approval                        AI Model APIs
   Command Execution                    (OpenAI, etc.)

💡 Example Workflow

👤 You: "My nginx server is returning 503 errors"

🤖 Cloud-Assist: "Let me help troubleshoot your nginx 503 errors. 
                  First, let's check if nginx is running:"

   💻 Suggested: systemctl status nginx
   
   ✅ [Execute] ❌ [Skip] ❓ [Explain] 🚪 [Quit]

👤 You: ✅

🤖 Cloud-Assist: "Nginx is running but upstream servers are down. 
                  Let's check your backend services..."

🤝 Contributing

This project is under active development. Contributions, feedback, and suggestions are welcome!

📄 License

MIT License - Built with ❤️ for DevOps engineers who value both automation and control.