Distributed Research Infrastructures are built to support scholars from various disciplines in their work. In the case of CENDARI, a toolset aimed at historians has been developed with support by the European Comission. We will explain how popular open source solutions like Jenkins and Puppet have been employed in building the infrastructure, which is composed of open source applications, both existing and specifically developed.