Preheat oven to 375°F (190°C). Lightly grease a 9×13-inch baking dish.
Cook Spaghetti in salted boiling water until al dente. Drain and set aside.
Sauté Aromatics: Heat olive oil in a skillet. Cook onion and garlic for 3–4 minutes until soft.
Brown Meat: Add ground beef and sausage. Cook until browned, 8–10 minutes. Drain excess grease.
Simmer Sauce: Stir in Italian seasoning, salt, pepper, and half the marinara sauce. Let simmer on low.
Mix Cheese Layer: In a bowl, combine ricotta, cream cheese, sour cream, and 1 cup mozzarella.
Toss Pasta with the remaining marinara sauce until evenly coated.