If using Italian sausage, remove from casings, if applicable and portion into approximately 1-inch pieces.
If using dried beans, brine overnight and cook until just cooked through. If using canned beans, drain, rinse, and set aside.
Dice the onion and sweet potato into 1/2-inch pieces, keeping them separate.
Dice the celery and carrot into 1/2-inch pieces, combined.
Cut the zucchini and yellow squash into 1-inch pieces, combined.