The Rambam argues that sin offerings are so often goats because the brothers dipped Joseph's coat into goat blood. In fact, in just a few words, he reframes our understanding of offerings, sin, repentance, and Jewish peoplehood. And we learn of the debts we carry.
Sources: Guide 3:46, Gen. 37:31