Adding a new column to a database table sounds simple. It is not. The decision affects schema design, query performance, indexing strategy, and deployment safety. Whether you run Postgres, MySQL, or a distributed SQL system, the process must account for locking behavior, rollback risk, and data migration overhead.
First, define