Inspired by the talk "Using Rundeck and Chef to build DevOps Toolchains" given by Anthony Shortland during ChefConf 2012 (http://dev2ops.org/2012/05/using-rundeck-and-chef-to-build-devops-toolchains-at-chefcon/) we set out to include Rundeck as part of a loosely coupled toolchain when building the new datacenter at Bol.com. This talk explored how we took the ideas from Shortland's talk and implemented them in the context of Jenkins, Gerrit, Puppet and MCollective.