GitLab PM here. Auto DevOps makes use of herokuish in order to find the language of your project. Herokuish images are Ubuntu-based, and it doesn't allow the use of specialized images. One can always provide a dockerfile (based on the image of your choice) and Auto DevOps will use that instead.