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. The talk explains how we used popular open source solutions like Jenkins and Puppet to build the infrastructure, which is composed of open source applications, both existing and specifically developed.