dstack

Overview

dstack provisions and orchestrates workloads across GPU clouds, Kubernetes, and on-prem via fleets.

When to use this skill:

• Running or managing dev environments, tasks, or services on dstack
• Creating, editing, or applying *.dstack.yml configurations
• Managing fleets, volumes, and resource availability

How it works

dstack operates through three core components:

1. dstack server - Can run locally, remotely, or via dstack Sky (managed)
2. dstack CLI - Applies configurations and manages resources; the CLI can be pointed to a server and default project (~/.dstack/config.yml or via dstack project)
3. dstack configuration files - YAML files ending with .dstack.yml