I tried giving this a shot starting up 3 rethinkdb nodes with a proxy node with my existing application. Setup 3 shards and 2 replicas. Unfortunately, I wasn't able to get my application working. The UI had the tables going back to outdated reads (everything was able to initialize though once). I'll give it another shot next week and report back. I'm sure it could also be a problem with my setup maybe.