Answer
The ZIP code prefix for Walnut Creek is 945. This prefix encompasses a significant portion of the city, including its bustling downtown area and several residential neighborhoods. It serves as a crucial identifier for mail delivery, as well as for various administrative and logistical purposes within the region.