My posts (at least, the outer bits) are 1/8" above the decking. That
way, I can put something between the decking and posts when painting
the posts or staining the deck. Might not be an option for your
posts, though.

Might be a good idea to seal the base of the columns with penetrating
epoxy or something, too.