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As with most systems, the data store is the hard thing to scale out. That requires intelligence at the application level, and that might include CAP issues.

So for us, the SQL data store is the real “up” part of the equation. We have a fair amount of headroom there, so if we can keep sharding (and other data strategies) out of the codebase, so much the better.

(Load-balancing HTTP requests “out” is not a big deal and we are doing that.)




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