Join us on our annual Driving Tour to Tehachapi and back, a delightful small town in central California just south of Bakersfield. Getting to Tehachapi — Tehachapi is just over 125 miles from Long Beach taking the 5 North to Santa Clarita, then to San Francisco Canyon Road.