Whether you are working with PostgreSQL, MySQL, or a cloud data warehouse, adding a new column alters schema design, impacts query performance, and shifts how data flows through your system. Done right, it increases flexibility. Done wrong, it adds technical debt.
Adding a new column is more than a simple