Adding a new column in a database is not just schema work. It is a structural decision that impacts performance, data integrity, and maintainability. Done right, it gives new capabilities without slowing queries or breaking existing systems. Done wrong, it causes downtime, locks, or hidden bugs.
In SQL, the most