Not sure I understand this article. I wish the author gave examples of antipaterns of Data Engineers building business Logic in the data warehouse. I assumed unless if your doing reverse ETL the application layer needs to maintain their own business Logic. https://towardsdatascience.com/data-engineering-redefined-643249cbbadd