How does R handle distributed state management in Shiny applications?

Shiny manages state per session, requiring external systems for distributed or persistent state.

Each Shiny session is isolated, so distributed state must be handled via Redis, databases, or APIs. This ensures scalability across multiple Shiny server instances.