Peanut butter is the secret ingredient here; it really elevates the gumbo to something special. Leave it out only if you absolutely have to avoid the approximately 1.3 grams of fat it provides. To deepen the flavor without making a roux, I cook the onions until they begin to caramelize. A pinch of baking soda speeds up this process.