Once boiling, remove the saucepan from the heat and stir in the flour mixture with a large spatula until mostly combined (it's ok if there are some flour pockets left at this point).
Add the sour cream and the eggs, then stir again until everything is combined and the batter is smooth.
½ cup (120g) full fat sour cream, 2 large eggs
Pour the batter into the prepared pan, then bake for 16-18 or until a toothpick inserted in the center comes out clean.
When the cake has about 5 minutes remaining to bake, prepare the icing.
ICING
In a medium size saucepan, combine the butter, milk, and vanilla extract. Heat over medium-high heat and allow to come to a boil.
Remove the saucepan from the heat, then stir in the powdered sugar, cocoa powder, and salt until the icing is smooth. Add ½ cup of the chopped pecans (this does not need to be perfect-- you can eyeball ⅔ of the mixture).
4 cups (480g) powdered sugar, ¼ cup (20g) unsweetened cocoa powder, ¼ teaspoon salt, ¾ cup (90g) coarsely chopped pecans
When the cake is finished, remove it from the oven and immediately pour the warm icing over the hot cake. Working quickly but carefully, gently spread the icing into an even layer over the cake. Sprinkle the remaining ¼ cup of chopped pecans on top. Let the icing set before serving (about 30 minutes). Cake will stay fresh covered tightly at room temperature up to 5 days. Cake freezes well, up to 2 months. Thaw in refrigerator overnight and allow to come to room temperature before serving.
Notes
Room temperature ingredients: it is always best practice to use room temperature ingredients when using room temperature butter. This helps the ingredients incorporate into the batter more easily.
Halve the recipe: this recipe halves easily. Bake in an 8" or 9" square baking pan. Bake time is 18-20 minutes.
All nutritional values are approximate and provided to the reader as a courtesy. Changing ingredients and/or quantities will alter the estimated nutritional calculations.