Looking for a parking place / tent space on the California Coast .

We ( my friend and I and our little dog ) are trying to escape the heat of southern Arizona for a few weeks on the central , south coast of California .
We would like to find a place to park in between campgrounds .
We are currently in San Louis Obispo , waiting for a campsite in this area .