Or does it? The whole point of GP is that you don't need the complexity that would require devops staff to manage if you are not serving > 10s of millions of reqs in huge bursts with long stretches of dead time between.

I don't know, I'm curious about the actual requirements vs the marketing buy-in and resume building that may happen when designing the system.