A new column is never just an extra field. It changes query plans, cache layers, migrations, and API contracts. Done wrong, it drags performance. Done right, it expands capability without hurting speed or uptime. Adding it means thinking about type selection, null safety, default values, indexing, and backward compatibility.
Start