How do you design a distributed system to handle network partitions gracefully?

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Designing for partition tolerance requires accepting that partitions will occur and making deliberate choices about how the system behaves during them. The CAP theorem tells us we must choose between consistency and availability during partitions, but this choice can be nuanced…