Adding a new column is simple, but speed, safety, and clarity matter. In modern systems, schema changes can break production if handled carelessly. Large datasets, active traffic, and background jobs complicate a seemingly small step. Done right, a new column extends functionality. Done wrong, it triggers downtime.
Define the purpose