Logux is a suitable framework for optimistic UI that ships features of the modern web — live updates, offline-first, automatic conflict merge, server-error rollback — out of the box. Thanks to its Redux-compatible client API and the logux-rails gem with Logux proxy, it integrates cleanly with existing Rails backends. A pure-Ruby implementation is planned once Logux reaches its first stable version.