Cook pasta until al dente, following package directions. Drain.
Heat oil in a large skilled. Add garlic, anchovies, capers, and lemon zest. Cook until garlic begins to soften, about 2 minutes. Stir in olives and lemon juice, and cook 1 minute more. Add pasta, parsley, and Parmesan; toss to combine. Serve immediately.