So, seems after a few hours the node server loses its connection to the redis server.

I can still telnet to the redis container from the node container, so redis is up.

If this happens to you, just run
docker-compose stop
then
docker-compose up
in the directory with your docker-compose.yml file in it

I am in the process of debugging, will update when I know more!