Adding a new column sounds simple. In practice, the wrong approach can lock tables, slow queries, and trigger downtime. Whether you are working in PostgreSQL, MySQL, or a modern cloud warehouse, the method you choose determines the impact.
In relational databases, a new column changes the schema. On large tables,