The fix was obvious: add a new column.
A new column changes the schema, extends data models, and unlocks new capabilities. In SQL, you create it with ALTER TABLE table_name ADD COLUMN column_name data_type;. In NoSQL systems, adding a new field is often as simple as inserting documents with the extra key. Both approaches add complexity. Done poorly, it slows queries, breaks integrations, and increases storage costs.
Before you add a new column, define its purpose. Decide the data type, default value, and constraints. Check how it will affect indexes. Test query plans. In production systems, consider rolling out the change with migrations that run in small batches to avoid downtime. Use feature flags or conditional logic to ensure your application handles rows with and without the column during the transition.