A process that is carried out at the cellular level which results in the assembly, arrangement of constituent parts, or disassembly of structures formed of microtubules and associated proteins in phragmoplast, a plant cell specific structure that forms during late cytokinesis. Phragmoplast serves as a scaffold for cell plate assembly and subsequent formation of a new cell wall separating the two daughter cells.