A new column sounds simple. It is not. Adding a column impacts queries, indexes, and application logic. It changes storage, cache behavior, and replication lag. Done wrong, it can lock tables, cause downtime, or trigger cascading failures in dependent services.
When you add a new column, plan for type, default