I am not a west coaster but if you are willing to drive south on I5 to exit 51,which is the town of Oceanside. There is a state park on the beach there.
However 10 more miles down I 5 to exit 41 will take to to the town of Encintas. Get off the Interstate,head west,cross over Hwy1 and there...