As stefan stated above, double dig (deep digging and or raised bed), We have red clay here in georgia. We remove quite a bit of the clay and amend amend amend.
Perlite, vermiculite, compost, peat, and a good organic soil. After a few seasons, the beds well be a lot easier to maintain.