Adding a new column sounds simple. It’s not. The wrong approach locks tables, halts writes, and triggers downtime. The right approach is controlled, tested, and fast. Whether you use PostgreSQL, MySQL, or another system, the principle is the same — plan the schema migration, manage data backfill, and ensure atomic