vLLM Studio Operations
Overview
This skill covers operational workflows for vLLM Studio: local setup, deployment, environment keys, branch hygiene, and verification steps.
When To Use
- •Setting up a new workstation or server.
- •Deploying controller/frontend updates.
- •Rotating API keys or changing environment settings.
- •Preparing a release or syncing branches.
Quick Start
- •Read
references/env-and-keys.mdto set required env variables. - •Read
references/deployment.mdfor local and server deploy flows. - •Read
references/branches.mdfor branch and release hygiene.
Workflow (Short)
- •Ensure
.envis configured and Docker services are up (if used). - •Build/test controller + frontend.
- •Deploy controller (port 8080) and rebuild frontend.
- •Verify OpenAI-compatible endpoints and
/chatUI. - •Tag release and update changelog.
References
- •
references/env-and-keys.mdfor env variables and API keys. - •
references/deployment.mdfor local + production deployment commands. - •
references/branches.mdfor branch checkout, merge, and release steps.