Thousands of people pass through the Cave Rock Tunnel every year. Its craggy surface is a fixture of the Tahoe shoreline. A short walk will land you at the top, where you can take in epic views of the lake. The trail ends just below the peak, but thrill seekers can scramble their way to the tippy top.