Then reset any protruding nail heads, or remove them and secure the boards with deck screws ... let the wood dry completely and mask off any surface you want to protect from the paint.
Once you paint your deck, it is very costly to remove ... Because they sit on the surface of the wood, you can easily remove them if needed. Read the original article on House Digest.