Ever since the introduction of Modular pipelines in Kedro in 2021, the Kedro-Viz team has implemented a series of updates and features that aligns with this new way of arrangement on our ML pipelines. This talk will go through the journey of development and the set of features introduced on Kedro-Viz to visualize modular pipelines.