This cake is good to make a day ahead, and is very popular at pot-lucks.
For an exceptionally moist cake, ensure the butter and water mixture reaches a rolling boil before incorporating dry ingredients; this technique helps create a tender crumb. Be careful not to overmix the batter once the flour is added, as this can develop gluten excessively, resulting in a tough cake. The timing of frosting is crucial: apply it while the cake is still warm (but not piping hot) to allow it to melt slightly and create a smooth, integrated glaze. To enhance the pecan flavor, lightly toast them before adding to the frosting. Consider substituting a portion of almond extract with vanilla bean paste for a more complex aroma, or browning the butter for the frosting for a deeper, nutty profile.