This talk will introduce a modern approach of detection engineering using continuous integration, continuous delivery and continuous deployment (CI/CD). CI pipelines are introduced in order to automate the detection rule testing process with the open source tool Attack Range, which allows users to simulate adversary attacks in a lab environment.