Adding a new column to a database sounds simple, but it’s a critical operation that can affect performance, schema integrity, and deployment safety. In relational databases like PostgreSQL, MySQL, or SQL Server, a new column changes your table structure. The right approach depends on dataset size, concurrency, and downtime