All we do now is composite. Hidden fasteners. I like these, as you can remove a middle board if necessary.
Border and stairs I use boards w/o the slot, and put slots in where needed with a biscuit jointer tool.
We also use the rubber joist tape on the top of the old joists, it really extends their life.