Bakers often make the mistake of using too much baking soda or baking powder, which can have unfortunate consequences. Not only can it result in a metallic and bitter taste in cakes, but it can also cause the cake to rise excessively and make a mess in the oven. It's important to use these ingredients in the right amount to avoid these issues and ensure a delicious and well-formed cake.