A new column sounds simple. It is not. Adding one to a production system affects schemas, queries, indexes, constraints, and downstream pipelines. If you ignore that chain, you risk downtime, data loss, or silent corruption.
First, define the column precisely. Data type, nullability, default values, and indexing strategy should be