Adding a new column sounds simple, but in high-traffic systems, the wrong approach can lock tables, spike CPU, and stall critical requests. The safest path depends on database type, version, and workload. Done well, you add structure without disruption. Done poorly, you trigger downtime.
In PostgreSQL, use ALTER TABLE ADD