We get a lot of the same coastal humidity here during the dry season (very similar climate to yours), but temperatures stay quite mild near the ocean.
Why not try a drought-tolerant succulent native from the region? These three water wise plants should be a good fit for sandy soil near the coast. Other Dudleyas would work too.