When building a distributed system, consider the consistency, availability, partition tolerance (CAP) theorem. This theorem states that an application can only pick 2 out of the 3, and tradeoffs should be considered. Consistency – all clients always have the same view of data Availability – all clients can always read and write data Partition Tolerance – the system will continue to work despite physical partitions
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