Memcached - are GET and SET operations performed?

Here is the scenario: a simple website that requests memcached cache. The same cache is updated with a batch job every 10-15 minutes. Is there anything with this template that might go wrong (for example, skip the cache)?

I am worried about all the possible racing conditions that may occur. For example, if a website performs a GET operation on an object cached in memcached while the same object is overridden by a batch job, what happens?

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