[chazu]

> From the productivity standpoint, it is not acceptable that a Machine Learning engineer or a Full Stack Developer are expected to know Kubernetes. Or that they need to interact with a Kubernetes person/team.

I agree - these things should be abstracted from the developer - thats the goal of SRE/platform engineering - DevOps is [supposed to be] as you said, a philosophical and cultural stance around early productionization. While not mutually exclusive, they're not the same thing.

But back to your point re: orchestration-level concerns being foisted upon devs - at a shop of any size, there will be devs who feel they _need_ to touch kubernetes to get their job done (wrongly, IMHO) as well as devs who want nothing to do with it - so without engineering leadership throwing their support heavily behind a specific approach, its hard for a small team to deliver value.