I have found that with young Adeniums, two years and younger, if you leave the caudex completely covered, you get a much bigger caudex.
Here's a photo of a nearly constantly blooming Adenium planted by a driveway here.
Ah, glad to be a part of this place!
Oh, Mike, your plant in the photo probably is older than two years!