The impact rippled across the entire system.
A new column in a database changes structure, performance, and downstream code. Whether you use PostgreSQL, MySQL, or a cloud warehouse, every column addition requires precision. Schema changes touch migrations, ORM models, and API contracts. Done carelessly, they introduce downtime, lock tables, and