Newton-X was initially developed in a context where the electronic structure calculations were much more computationally expensive than integrating the equations of motion. For this reason, Newton-X architecture has privileged modularity over efficiency. Thus, a new interface could be quickly built at the price of intensive disk reading and writing. In the end, the time spent on quantum chemical calculations more than compensated for this computational overhead.