When a system grows, table structures stop being static. Requirements shift, data models evolve, and sooner or later you add a new column. Whether you’re working in PostgreSQL, MySQL, or a modern cloud-native datastore, the process touches application code, migrations, and deployment strategy. Done wrong, downtime and inconsistent data