In my experience, most large companies do treat not being able to ship code (i.e. deploy to prod) as outages. Being on-call in a CI/CD infra team is fairly common.

Agreed that many parts of the development pipeline can be hit-or-miss. At scale, it's great to have a dedicated "Developer Experience/Tools" org, though I've seen mixed results even with one.