In databases, adding a new column seems simple. In reality, it can trigger downtime, lock tables, or cause queries to fail. The impact depends on table size, indexes, constraints, and your database engine. Done wrong, it can bottleneck writes, break a migration, or corrupt data under load. Done right, it’