Watch the sunset on the Pacific coast.
You can see an interesting exhibition of the process of Paracas cultures, textiles, ceramics and reproduction of daily life in the museum of Julio C. Tello
As mentioned, this beach has a very relaxing wave and you will feel it even more when you appreciate the sunset. Just get yourself a couple of beers and enjoy the view.
The city has expanded considerably over the last few years as new hotel complexes opened up to provide accommodation and increase tourism, but the local beauty has not been affected and if it has been, it has been to improve.