Resizing, before or after annealing

There's been a lot of posting on annealing. Now do you anneal before or after you resize? And what effect does it have on whether your brass is dead soft or not?
Depending on the round after 3-5 firings I'll anneal before resizing again.

The more you work brass without annealing the more it hardens and becomes brittle.
 
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