For the best shrimp scampi pasta, ensure the shrimp are not overcooked. Overcooked shrimp can turn rubbery, so remove them from the skillet as soon as they turn pink. Additionally, using freshly squeezed lemon juice enhances the flavor, so avoid bottled lemon juice for the best results.