i had a pile of csvs with missing values, duplicate rows, and different column formats. sql worked but felt heavy, and pandas scripts got messy fast. so i tried making a flow where each cleaning or join step is just a node you drag and connect. ended up using it to prep data for side projects. curious if others have solved this pain in simpler ways.