Cloud control plane
Desktop and web share one trusted surface for cloud GPU nodes: authenticate, stage media on GPU volumes, enqueue jobs, stream progress and download artifacts, while your project and graph stay local.
In Preferences → Account, hit Sign in with browser. You approve the desktop in the browser; Triton then picks up a device Bearer from the live API. Only the token hash is stored server-side. That links billing and enables cloud AI nodes.
Short-lived upload handles stream media straight to GPU volumes — not through your app server as base64.
Queue on Postgres (pg-boss), poll status, or subscribe to server-sent progress for long GPU runs from desktop or web.
Shared Zod schemas drive validation and docs. Desktop Pydantic models stay aligned with the same request and response shapes.
Early Access builds go to the waitlist first, with the $99 Founder license until 1.0.