One line of SQL, and your schema, queries, and downstream systems shift. Done right, it unlocks features. Done wrong, it breaks production.
Adding a new column seems simple, but the impact can be deep. It touches storage, indexing, constraints, and application code. It can alter performance profiles and API contracts.