I think Eli makes some very good points.  One small follow on:  To
keep it simple, you might just divide the key string in half, and put
the first half in code and the second half in the datastore.  You
could use some encryption as Eli suggests, but if someone has access
to your code and datastore, it would probably be trivial for them to
run the decryption code so that extra hassle doesn't seem to buy much
more security.  On the other hand running that decryption code could
be the little bit of effort that holds them back.  It's all just your
choice of effort to make it hard vs. how much protection that buys
you.

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