Set a Dutch oven over medium heat, add the olive oil and heat until hot. Add the garlic and cook until fragrant, about 1 minute. Add the tomatoes, tomato paste, oregano, salt and pepper and stir. Bring to a boil.
Reduce the heat, cover and let simmer for about 10 minutes. Add the red wine and chile flakes in the last 2 minutes of cooking.