Core Guides
Step-by-step instructions for common tasks. Each guide includes:
- Quick Start - Essential commands to get it done
- Step-by-Step - Detailed walkthrough
- Troubleshooting - Common issues and fixes
Daily Operations
Environment & Images
- Custom Images - Build images with your packages
- Long-Running Jobs - Overnight training, keep-alive, checkpointing
Development Tools
- Jupyter Setup - Jupyter Lab with SSH tunnels
- VSCode Remote - Remote development in containers
GPUs & Collaboration
- GPU Usage - Request, monitor, and release GPUs
- Collaboration - Sharing projects, team workflows
Want to Understand Why?
These guides focus on how. For why things work this way:
- Background Knowledge - Theory and concepts
- Industry Parallels - AWS/GCP/K8s mappings