I think the buns are pale because of the acidity in sourdough. Alkaline conditions promote browning (see: lye pretzels). So as a wild guess, perhaps brush the buns with a baking soda solution? That won't contribute extra sweetness to the buns like a sugary solution would if the buns aren't supposed to be sweet.

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