Comment by jwr

Incidentally, Martin's book ("Designing Data-Intensive Applications") is excellent and highly recommended reading. If you find yourself saying things like "this database is ACID compliant", "we have an SQL database with transactions, so we're fine" or "let's just add replication to Postgres and we'll be fine", you need to read this book.