Mix together dry ingredients and set aside. Mix together sugars, butter, and peanut butter until fluffy. Mix in eggs and vanilla extract. Add oat mixture and stir together until just combined, then mix in peanuts and chocolate chips.
Line a baking sheet with parchment paper or a silpat. Drop dough onto the pan using a 1.5Tbsp cookie scoop.