Tell me should I start out with sharded or with a non-sharded MongoDB environment?

Answer

We suggest starting unsharded for simplicity and quick startup unless your initial data set will not fit on single servers. Upgrading to sharding from unsharded is easy and seamless, so there is not a lot of advantage to setting up sharding before your data set is large. 

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