Adding a new column sounds simple, but in production it’s a live operation under real constraints. Schema changes can lock tables, block reads, or disrupt services. The right approach depends on database type, data size, concurrency patterns, and rollback strategies.
In SQL, ALTER TABLE creates the new column, but