When you add a new column, you are restructuring core data. Done right, it unlocks better queries, simpler joins, cleaner models. Done wrong, it triggers downtime, index bloats, and silent failures.
Adding a column is not just ALTER TABLE ADD COLUMN. Schema changes touch migrations, replication lag, storage growth, and