Adding a new column should be fast, safe, and predictable. Whether in PostgreSQL, MySQL, or modern cloud databases, the act seems simple: alter the table, define the type, set defaults, and ensure constraints hold. In practice, schema changes can be a minefield. Poor execution risks downtime, locked queries, and partial