Heat oil over medium heat in a large pot.
Add the onions, carrots, and celery and cook for 3-4 minutes while stirring occassionally. Add more oil if needed. Stir in the fresh garlic, Calabrian chili peppers, turmeric powder, thyme, Rosemary, and sage. Cook for 20 seconds.
Add the chicken thighs and chicken stock, increase the heat to high, and bring it to a boil. Once it comes to a boil, cover, reduce the heat to medium, and cook for 20 minutes.
Once the 20 minutes are up, remove the chicken from the pot and shred it using an electric mixer or two forks.
Add the shredded chicken, zucchini, mushrooms, and pasta to the pot. Cook until the pasta is al dente. That should take 7-8 minutes.
Season the soup generously with salt and add more Calabrian chili peppers if it isn't spicy enough. Garnish with fresh parsley, and enjoy!