As others have said, order online is the way to go. Watch out for Sportsman Guide as they are squirrelly about shipping to OC. Sometimes they'll allow it, sometimes they won't. Personally I prefer Palmetto State Armory.
Alternatively, check the Ammo section for local Calgunners selling their stash. Sometimes you can find decent prices there.