When a dataset evolves, schema changes are not optional. Adding a new column can unlock features, store computed values, or track new metrics. Done carelessly, it can slow queries, break integrations, or trigger costly downtime.
In relational databases like PostgreSQL, MySQL, or SQL Server, adding a column changes the table