Adding a new column to a database sounds simple, but the impact reaches deep. Schema changes touch production queries, migrations, replicas, indexes, and the code that depends on them. A careless ALTER TABLE can lock writes, spike latency, or halt a deployment. Done right, it makes room for growth without