KMS historical downtime is pretty great, rate limits have been bumped quite a bit to the point where I seriously doubt you're hitting them for secrets management, I'm not sure you can do a lot of useful things with most secrets while you're offline, KMS has a VPC endpoint and an Internet endpoint, so you can do both variants of the tight network scoping you want.
(And, again, age once that's around :-))