@dietz199 is right EXCEPT the reverse commute back to Walnut Creek is relatively traffic free 
I drive Oakland - Walnut Creek at about 8AM and then back at around 4:30PM and I hit almost no traffic. But the other way (people coming to/from SF) are stuck in awful traffic.