When working with Vertex AI notebooks, I was interested in creating VMs that had persistent python computing environments. With the User-Managed Notebooks, I achieved this with a Docker-image. I am returning to this with the newer Instances. My Docker image doesn’t seem to work with the Instances (will post a separate question), and so I resorted to trying to use a post-startup script to perform python module installations on-the-fly during boot.