01 - Bring a large pot of salted water to a boil. Cook fettuccine until al dente according to package directions. Reserve 1/2 cup pasta water before draining. Set pasta aside.
02 - Heat olive oil and butter in a large skillet over medium heat. Add sliced onions and salt. Cook, stirring occasionally, until onions soften and begin to brown, approximately 10 minutes.
03 - Sprinkle brown sugar over the onions. Continue cooking, stirring frequently, until onions are deeply golden and caramelized, 15 to 20 additional minutes.
04 - Add minced garlic and chopped red chili pepper to the caramelized onions. Sauté for 1 to 2 minutes until fragrant.
05 - Stir in honey, heavy cream, Parmesan cheese, red pepper flakes if using, and black pepper. Simmer gently for 2 to 3 minutes until sauce slightly thickens.
06 - Add cooked fettuccine to the skillet. Toss thoroughly to coat evenly, adding reserved pasta water one tablespoon at a time until sauce reaches desired consistency.
07 - Taste and adjust seasoning as needed. Serve immediately, garnished with fresh parsley and additional Parmesan cheese.