Learn the interface for one tool, and you already know the operational pattern for all remaining workflows.
Write a prompt, upload a reference file, or paste context. Set your primary inputs.
Tweak resolution, duration, and model parameters. Validated before job execution.
GPU inference begins. Track real-time stage updates via async yields without frozen UI.
Preview results inline, download high-quality outputs, or pipeline into another tool.
Every inference job moves through four distinct states. The user interface updates live — no active polling, no manual page refreshes required.