Can you put caramel in batter?

I want to make caramel brownies, similar to how fudge brownies actually have fudge in the batter. All of the caramel brownie recipes I can find say you need to drizzle it on top or put it into the middle afterward.

Is it possible to bake caramel directly into dough? If no, then why not?
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