This document discusses the infrastructure and automation tools used by mobile.de and eBay Kleinanzeigen to provision and deploy their integration environments. It describes the Autoconf system used to automatically provision virtual machines from a database, the Genesis "master Autoconf instance", and the Autodeploy continuous deployment system. Autodeploy uses a decentralized architecture with agents on hosts and has deployed over 2000 applications changes per day. Virtualization has increased over time and now the test environments mainly use virtual machines. The future may involve moving more to microservices and public cloud platforms.