How do you handle issues of consistency once you need to scale your app server across multiple nodes? Under the assumption that in the past much of this would b

How do you handle issues of consistency once you need to scale your app server across multiple nodes? Under the assumption that in the past much of this would be handled in the database, are there any guidelines regarding what state to maintain in the app server in order to avoid any issues? Or is this just a non-problem?