Schema changes are simple in theory but dangerous in production. A new column alters table structure, affects query performance, and can break code paths if handled carelessly. Whether you’re working in PostgreSQL, MySQL, or a distributed database, the fundamentals remain: define purpose, set correct data types, manage defaults, and