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Comment by cyberpunk

16 hours ago

Backups in such a system are quite pointless; if losing 10 seconds of data means you lost 4000 transactions then periodic backups are invalid if not instantly than close to instantly.

The system I work on has such a property and the only real infra style approach is sync replication before responding to a caller and a delayed replica for delete/drop protections (say with a 2hr or more window).

Should also defend for this in your code (be able to reply from your initiation systems also etc)