Literate computing has emerged as an important tool for computational studies and open science, with growing folklore of best practices. In this work, we report two case studies-one in magnetism another mathematics-where domain-specific software was exposed to the Jupyter environment. This enables high level control simulations computation, interactive exploration results, batch processing on H...