By looking at the first two pictures in the first post, there seems to be very little joinery, just three houky brackets. I speculate there is no joinery. The post does extend beyond the two connectors, and yes what happens above that should be considered.

This whole thing seem silly, just leave it crooked. Why does every thing have to be plumb?