I work for Google but mostly interface with GCP the same way everyone else does.

The vms are somewhat hidden in the UI iirc but otherwise you can enumerate them via API and ssh to them and debug/profile (which I was doing to get cross-language profiling on data flow pipelines with py-spy and jvm perf output).

It's just a worker vm in your project.