I use authenticator - "Authy", it runs on phones, tablets, PCs, MACs, Linux. The database is shared between devices. Changing devices or browsers has no impact. Hope that helps people.
Yes, the entire Federal government is moving to 2FA. Some are using ID.ME or Login.GOV (GSA - Federal...