When you add a new column in SQL, the decision is never trivial. The schema shift affects storage, indexing, performance, and downstream consumers. Whether you’re migrating PostgreSQL, MySQL, or a cloud-native database, you must plan for the impact across inserts, updates, and analytical reads.
A well-designed new column starts