Unless you're building an app that holds data locally, for most web apps, you should be pushing state down into the backend. Fat models should be your single source of truth, skinny controllers, and service functions in order to separate data from code for testability.

Avoid caching as much as possible until you absolutely need to. As soon as you introduce caching you now have multiple sources of truth instead of one.