I used the Simpson deck fasteners that attach to the edge of the decking and require driving a screw in through the edge at an angle like Chris used on his deck. They were great to work with and are sold by a lot of retailers.
I use Simpson or Simpson type fasteners for most of my construction projects and so far the only problem I have had has been with some corrosion caused by very heavily treated wood that was treated with the older chemicals.