Code Room
System designHard
Question
Design automatic failover for the primary database of an e-commerce order service with async cross-AZ replicas and one async cross-region replica. The business wants RPO near zero for orders (no lost paid orders) and RTO under 60 seconds, but cannot afford the latency of synchronous cross-region replication on every write. Reconcile these goals: how do you do failover, and what do you tell the business is actually achievable?
What a strong answer looks like
Clarify scale and constraints first. Propose a clean component breakdown, then go deep on the hard parts — data model, bottlenecks, consistency, failure modes — and name the trade-offs you are making.
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