It's probably been a while since you've used Google Authenticator for 2FA, but the app now does allow for transferring between devices. Still don't have a backup option that I have found, but at least now you can move the rotating keys between devices. Also, a recent update obfuscates all the codes until they are tapped so if someone is peeking over your shoulder, they can't see all of the codes, just the one being used