It alters queries, shifts indexes, and forces every downstream system to adapt. Done right, it opens new capabilities. Done wrong, it adds friction and debt.
Adding a new column sounds simple. In production, it is not. Schema changes can lock tables, block writes, and break existing integrations. The impact depends