Website designs as DESIGN.md: real Siteprint exports of Linear, Stripe, Ramp and Cal.com.

Enables AI agents to set up, launch, monitor, and manage LoRA training runs through the ai-toolkit web UI API, including datasets, captions, job configuration, checkpoints, logs, loss curves, and sample images.

SF 3D printing + design workbenches (enclosures, grippers, fixtures, stamping). Quote and order.