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How Your AI Homelab Works
Welcome to your AI-powered homelab! This guide explains how all the components work together to create a production-ready, self-managing infrastructure. Don't worry if it seems complex at first - the AI assistant handles most of the technical details for you.
Quick Overview
Your homelab is a Docker-based infrastructure that automatically:
- Provides secure HTTPS access to all services
- Manages user authentication and authorization
- Routes traffic intelligently
- Updates itself
- Backs up your data
- Monitors system health
Everything runs in containers - like lightweight virtual machines - that are orchestrated by Docker Compose and managed through the Dockge web interface.
Core Components
🏠 Homepage Dashboard (https://home.yourdomain.duckdns.org)
Your central hub for accessing all services. Think of it as the "start menu" for your homelab.
- What it does: Shows all your deployed services with quick links
- AI Integration: The AI can automatically add new services and configure widgets
- Customization: Add weather, system stats, and service-specific widgets
- Configuration: docker-compose/dashboards/ | service-docs/homepage.md
🐳 Dockge (https://dockge.yourdomain.duckdns.org)
Your primary management interface for deploying and managing services.
- What it does: Web-based Docker Compose manager
- Stacks: Groups services into logical units (media, monitoring, productivity)
- One-Click Deploy: Upload compose files and deploy instantly
- Configuration: docker-compose/infrastructure/ | service-docs/dockge.md
🔐 Authelia (https://auth.yourdomain.duckdns.org)
Your security gatekeeper that protects sensitive services.
- What it does: Single sign-on (SSO) authentication
- Security: Two-factor authentication, session management
- Smart Bypass: Automatically bypasses auth for media apps (Plex, Jellyfin)
- Configuration: docker-compose/core/ | service-docs/authelia.md
🌐 Traefik (https://traefik.yourdomain.duckdns.org)
Your intelligent traffic director and SSL certificate manager.
- What it does: Reverse proxy that routes web traffic to the right services
- SSL: Automatically obtains and renews free HTTPS certificates
- Labels: Services "advertise" themselves to Traefik via Docker labels
- Configuration: docker-compose/core/ | service-docs/traefik.md
🦆 DuckDNS
Your dynamic DNS service that gives your homelab a consistent domain name.
- What it does: Updates
yourdomain.duckdns.orgto point to your home IP - Integration: Works with Traefik to get wildcard SSL certificates
- Configuration: docker-compose/core/ | service-docs/duckdns.md
🛡️ Gluetun (VPN)
Your download traffic protector.
- What it does: Routes torrent and download traffic through VPN
- Security: Prevents ISP throttling and hides your IP for downloads
- Integration: Download services connect through Gluetun's network
- Configuration: docker-compose/core/ | service-docs/gluetun.md
How Services Get Added
The AI Way (Recommended)
- Tell the AI: "Add Plex to my media stack"
- AI Creates: Docker Compose file with proper configuration
- AI Configures: Traefik routing, Authelia protection, resource limits
- AI Deploys: Service goes live with HTTPS and SSO
- AI Updates: Homepage dashboard automatically
Manual Way
- Find Service: Choose from 50+ pre-configured services
- Upload to Dockge: Use the web interface
- Configure: Set environment variables and volumes
- Deploy: Click deploy and wait
- Access: Service is immediately available at
https://servicename.yourdomain.duckdns.org
Network Architecture
Internal Networks
traefik-network: All web-facing services connect herehomelab-network: Internal service communicationmedia-network: Media services (Plex, Jellyfin, etc.)- VPN Networks: Download services route through Gluetun
External Access
- Port 80/443: Only Traefik exposes these to the internet
- Domain:
*.yourdomain.duckdns.orgpoints to your home - SSL: Wildcard certificate covers all subdomains automatically
Storage Strategy
Configuration Files
- Location:
/opt/stacks/stack-name/config/ - Purpose: Service settings, databases, user data
- Backup: Included in automatic backups
Media & Large Data
- Location:
/mnt/media/,/mnt/downloads/ - Purpose: Movies, TV shows, music, downloads
- Performance: Direct mounted drives for speed
Secrets & Environment
- Location:
.envfiles in each stack directory - Security: Never committed to git
- Management: AI can help update variables
AI Features
VS Code Integration
- Copilot Chat: Natural language commands for infrastructure management
- File Editing: AI modifies Docker Compose files, configuration YAML
- Troubleshooting: AI analyzes logs and suggests fixes
- Documentation: AI keeps docs synchronized with deployed services
OpenWebUI (Future)
- Web Interface: Chat with AI directly in your browser
- API Tools: AI can interact with your services' APIs
- Workflows: Automated service management and monitoring
- Status: Currently in development phase
Lazy Loading (Sablier)
Some services start on-demand to save resources:
- How it works: Service starts when you first access it
- Benefits: Saves RAM and CPU when services aren't in use
- Configuration: AI manages the lazy loading rules
Monitoring & Maintenance
Built-in Monitoring
- Grafana/Prometheus: System metrics and dashboards
- Uptime Kuma: Service uptime monitoring
- Dozzle: Live container log viewing
- Node Exporter: Hardware monitoring
Automatic Updates
- Watchtower: Updates Docker images automatically
- Backrest: Scheduled backups using Restic
- Certificate Renewal: SSL certificates renew automatically
Security Model
Defense in Depth
- Network Level: Firewall blocks unauthorized access
- SSL/TLS: All traffic encrypted with valid certificates
- Authentication: Authelia protects admin interfaces
- Authorization: User roles and permissions
- Container Security: Services run as non-root users
VPN for Downloads
- Purpose: Hide IP address for torrenting
- Implementation: Download containers route through VPN
- Provider: Surfshark (configurable)
Scaling & Customization
Adding Services
- Pre-built: 50+ services ready to deploy
- Custom: AI can create configurations for any Docker service
- External: Proxy services on other devices (Raspberry Pi, NAS)
Resource Management
- Limits: CPU, memory, and I/O limits prevent resource exhaustion
- Reservations: Guaranteed minimum resources
- GPU Support: Automatic NVIDIA GPU detection and configuration
Troubleshooting Philosophy
- Logs First: Every service provides detailed logs. The AI can help analyze them.
- Isolation Testing: Deploy services one at a time to identify conflicts.
- Configuration Validation: AI validates Docker Compose syntax before deployment.
- Rollback Ready: Previous configurations are preserved for quick recovery.
Getting Help
Documentation Links
- Automated Setup: Step-by-step deployment
- SSL Certificates: HTTPS configuration details
- Post-Setup: What to do after deployment
- AI VS Code Setup: Configure AI assistance
- AI Management Prompts: Example commands for AI assistant
- Services Overview: All available services
- Docker Guidelines: Technical details
AI Assistance
- In VS Code: Use GitHub Copilot Chat for instant help
- Examples:
- "Add a new service to my homelab"
- "Fix SSL certificate issues"
- "Configure backup for my data"
- "Set up monitoring dashboard"
Community Resources
- GitHub Issues: Report bugs or request features
- Discussions: Ask questions and share configurations
- Wiki: Community-contributed guides and tutorials
Architecture Summary
Your homelab follows these principles:
- Infrastructure as Code: Everything defined in files
- GitOps: Version control for all configurations
- Security First: SSO protection by default
- AI-Assisted: Intelligent management and troubleshooting
- Production Ready: Monitoring, backups, and high availability
The result is a powerful, secure, and easy-to-manage homelab that grows with your needs!