1-First Step: Heat the oven and prepare the pan. Start by preheating your oven to 350°F. Line a 9×5-inch loaf pan with parchment paper so the bread lifts out easily after baking. This step saves time later and helps protect the loaf from sticking.

2-Second Step: Mix the dry ingredients. In a medium bowl, whisk together the flour, sugar, baking soda, cinnamon, salt, and pumpkin pie spice. Whisking now helps spread the leavening and spices evenly through the bread. Set the bowl aside while you work on the wet ingredients.

3-Third Step: Combine the wet ingredients. In a large bowl, add the shredded carrots, eggs, vegetable oil, milk, and vanilla extract. Stir until everything looks evenly combined. The carrots should be spread through the mixture so each slice gets good flavor and texture.

4-Fourth Step: Bring the batter together. Pour the dry mixture into the wet mixture and fold gently until just combined. Use a spatula and stop as soon as you no longer see dry flour. Overmixing can make the bread dense, so keep the mixing light. Do not overmix. A few small streaks are better than a tough loaf.

5-Fifth Step: Add the walnuts and optional mix-ins. Fold in the chopped walnuts last. If you want to add toasted walnuts, coconut, raisins, or diced apples, this is the time to do it. Keep the amount reasonable so the batter still bakes evenly.

6-Sixth Step: Fill the pan and bake. Pour the batter into the prepared loaf pan and smooth the top with a spatula. Place the pan in the oven and bake for 55 to 65 minutes. Because ovens vary, start checking a little early. The bread is ready when a toothpick inserted in the center comes out clean or with just a few moist crumbs.

7-Seventh Step: Cool and slice. Let the loaf cool in the pan for a short time, then lift it out using the parchment paper and place it on a wire rack. Cool completely before slicing. If you cut it too soon, the center can seem gummy even if it is baked through. For a neat slice, use a sharp serrated knife and wipe it clean between cuts. This helps the bread keep its shape and look nice if you are serving guests or packing slices for later.