[Interface] Machine Registry #93

Problem
Users need to quickly identify which hardware is best suited for their specific task (e.g., Training vs. Inference) and check its live availability.

Suggestions

• Hardware Spec Cards: Create a card layout that highlights VRAM, vCPU, and RAM at a glance.
• Purpose Labeling: Add distinct visual tags for "Optimized for Training" (e.g., A4000s) vs. "Optimized for Inference" (e.g., TT Wormhole).
• Provisioning Action: Design a clear "Provision" or "Launch" button that changes state if the machine is currently unavailable.

Goals

• Create a searchable/filterable list of all fleet hardware.
• Design a detailed "Machine Specs" view or modal for deep-dives into hardware configurations.
• Implement a "Live Availability" toggle to hide machines currently in use by other users.