Heat the canola oil in a large, high-sided saute pan over high heat until it begins to shimmer. Add the sausage and cook until golden brown and just cooked through, about 3 minutes. Add the onions and cook until softened and lightly golden brown. Add the garlic and cook for 1 minute. Add the tomatoes, harissa, ras el hanout, paprika and 1 cup of water to the pan and bring to a boil. Reduce the heat to medium low and cook until the sauce thickens, about 15 minutes. Season with salt, pepper and honey, if needed.
Carefully crack the eggs over the mixture, sprinkle with the goat cheese, cilantro and parsley and cover with a lid for a few minutes. Uncover and continue to cook until the whites are set but the yolks are still runny, 1 to 2 minutes.
Serve the eggs and sauce in the pan with the warm flatbread on the side.