k8s is for teams that already manage something in flux. it's for teams that would be writing their own scheduler/orchestrator/manager/control-plane/platform.

sure, it's useful at much smaller scales too, but then you are not likely to feel the upgrade crunch, because you'll likely only use (and will be exposed to) a fraction of all the moving parts of it.