I use the same potting mix for starting seed and for growing them to about 8 months. At that point I move them up to larger pots and to one of two mixes.
I've had this desert rose for years it's the healthiest one I have. I'm in SW Florida and It flowers all year round. I'm assuming this is a normal thing it's dropping all of its leaves because there are 16 seed pods on this thing.