Add ½ cup peanut oil to a large pot and heat to medium heat. Add flour and stir. Cook for 20-30 minutes, constantly stirring, until the roux browns to the color of chocolate.
Add peppers, onion, celery and garlic. Stir and cook about 5 minutes.
Add bay leaves and thyme and cook at medium-low heat for 1 hour to thicken.