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When deploying a sharded service, one question that arises is how to integrate it with the frontend or middleware code that stores data. Clearly there needs to be logic that routes a particular request to a particular shard, but often it is difficult to retrofit such a sharded client into existing source code that expects to connect to a single storage backend. Additionally, sharded services make it difficult to share configuration between development environments (where there is often only a single storage shard) and production environments (where there are often many storage shards).


Cover of Designing Distributed Systems