Creating a new column in a database is not just an extra field. It’s a schema change that ripples through queries, indexes, and application logic. Whether you’re using SQL, PostgreSQL, MySQL, or a modern NoSQL store, the approach matters. One careless ALTER TABLE can lock production, spike CPU,