Bring a large pot of salted water to boil for pasta.
Heat large saucepan over medium heat and add olive oil. Allow to heat for 1 minute.
Add chopped garlic and sauté for 2 minutes, being careful not to brown the garlic.
Add chunked tomatoes, chopped anchovies, olives, capers, oregano, and red pepper flakes to the pan.
Meanwhile, cook linguine according to package directions until al dente.
Simmer sauce while pasta water boils and pasta cooks, approximately 10-12 minutes.
Drain pasta and toss with the puttanesca sauce.
Serve immediately.