Adding a new column should be fast, safe, and predictable. Yet, in high-traffic systems, schema changes can stall queries, lock tables, and disrupt uptime. The right approach depends on the database engine, the volume of data, and how close the system runs to its performance limits.
In PostgreSQL, ALTER TABLE