This talk will walk through the critical parts of a tool chain that forms the service delivery platform, a robust, secure solution with Jenkins as the main orchestrator that scales with many teams and hundreds of pipelines. I will show a tool chain with Git, Jenkins, Jenkins Job Builder, Puppet, Graphite, Logstash and more that is proven in battle. I will share insights and details on good ways of building a platform for pipelines that recognizes the individual teams needs for fast feedback, traceability and visibility in the delivery process.