Add the diced onion, green bell pepper, red bell pepper, and minced garlic to the pot with the beef. Cook for another 5 minutes until the vegetables are softened.
Put the chopped pecans in a large shallow bowl. Carefully roll the cheese ball over the pecans to coat it. You can also use your hands to press the pecans onto it.