This blog post discusses the NOT VALID keyword in SQL, which can be used to add foreign key constraints to existing columns that contain data violating those constraints. The author shares their personal discovery of this feature and how it can help identify old line items that previously had a valid associated record, outlining a shift from typical practices of nulling out invalid entries.