In a large skillet over low heat, heat the butter and olive oil. Add the garlic and shallots and sauté for 2 minutes without browning.
Add the shrimp, increase the heat slightly, and cook until the shrimp are just done, about 4 minutes. Add salt and pepper and toss well. Transfer to a bowl, scraping in all the sauce.