Adding a column is more than a schema change. It touches storage, queries, indexes, migrations, and the edge cases you forgot existed. In SQL, ALTER TABLE ADD COLUMN looks harmless, but in production it can lock tables, spike I/O, or break assumptions buried in your code. No matter the