Gradually add the flour mixture to the wet ingredients, mixing until just combined. Avoid over-mixing; it’s okay if you see a few streaks of flour. Once the peanut butter cookie dough is ready, refrigerate it for 15 minutes, and preheat your oven to 350°F (175°C).