Having a single counter for records in a distributed system will
create a bottleneck when the application needs to scale to handle an
increased load (such as an increased number of simultaneous users).
One solution is to use a collection of counters (called a sharded
counter in the video below) to solve the load scaling problem. This is
described from about 0:40:40 in this video:

http://www.youtube.com/watch?v=FZ-aagsMv40

The Google App Engine team could perhaps have included a general
counter in the API, but one risk is that application developers then
would overuse counters without having design for distributed systems
in mind.

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