(Doesn’t everyone know that if you use baking soda, you can’t stir it endlessly, but just a quick mix and pop it in the oven?) If, not, then, yes as @thorninmud points out. If you use baking soda in ANYTHING, do not over mix. That is basic baking knowledge.
But what I wrote was to add cream of tarter to it. Baking soda + cream of tarter = baking powder. Organic chemistry lesson:
Adding acid salt (cream of tartar and/or sodium aluminum sulfate) to Sodium bicarbonate (backing soda) creates a weaker, but two stage reaction and a more stable reaction. The batter can sit on the counter now 15–20 minutes before baking.
Why use baking soda at all if it is so much more touchy than baking powder? The ‘umph’ of baking soda is needed for formulas… (oops) recipes with an acidic ingredient, like: vinegar, citrus juice, sour cream, yogurt, buttermilk, chocolate, cocoa (not Dutch-processed), honey, molasses, brown sugar, fruits and maple syrup.
You know why ‘Devil’s Food Cake’ got it’s name? Back in the day, when making chocolate cake with baking soda, because of the chemical reaction between the cocoa and the baking soda, it turned the cocoa a tinge of red, giving the cake a ‘reddish brown’ colour and they didn’t have the chemistry knowledge to know what was going on… so ‘Devils Food’ was legend. (some people say it was the use of beets in the recipe, but I can’t really find any stories of beets being used that go back further than the baking soda sources, so I think the beets came after.) ANY acids in cake turn the cocoa a reddish colour. Red Velvet cake originated from this as well.
When baking a cake, don’t skip the step of sifting the flour. This step really helps the levening agent (the baking powder or baking soda) create nice uniform airiness. Even if you are baking from a ready made mix, sift it before adding the wet ingredients and you will see a very pleasing difference.
Hope this helps. I love baking and this type of food chemistry. (does it show?)