Add a large high-sided 12-inch skillet over medium-high heat and add the olive oil.
Once the oil is hot add the sausage, onion, bell pepper, celery, garlic, sweet paprika, kosher salt, oregano, thyme, basil, smoked paprika, and cayenne pepper.
Cook until the onion is translucent and the sausage is lightly browned.
Add in your dried pasta and chicken stock.
Bring to a boil and reduce the heat to medium-low.
Let the mixture gently boil, string every few minutes, until the pasta is fully cooked, about 15 minutes. If the pasta is still not done and you're running out of chicken stock pour a little more in just to help cook the pasta.
After the pasta is fully cooked give the mixture a good stir and pour in the heavy cream and parsley.
Let the ingredients warm throughout and the heavy cream should make the pasta rich and creamy.
Remove from the heat and serve immediately.