Meanwhile, heat the olive oil in a large skillet over medium heat. Add the garlic and red pepper flakes and cook, stirring, until slightly toasted, 1 to 2 minutes. Add the capers and olives and fry 2 more minutes.
Bring a large pot of salted water to a boil. Add the linguine and cook until al dente.