Adding a new column should be simple, but in production it carries weight. Schema changes affect query performance, application logic, and deployment safety. Done wrong, they cause downtime, block writes, or corrupt data. Done right, they improve capability without risk.
First, decide the column type and constraints. Nullability, default values,