Transforming Visdom into a Collaborative Lab Server Platform

I aim to upgrade Visdom from a single-user visualization tool into a scalable, multi-user system. Visdom currently operates on a shared global state and lacks features like user context, authentication, workspace isolation. I plan to implement a JWT-based auth system and refactor the architecture to support user-scoped state. Deliverables are multi-user system featuring isolated environments, role based access control, basic collaboration and presentation features, controlled experiment sharing.