This article aims to clear some of the confusion, without getting lost in technical details or long ramblings about the shortcomings of systemd. The best way to describe my daily work is “Data Engineering”: Code, usually in Python , go , Scala , or Java , running on a distributed cluster of different machines and/or containers.