Adding a new column sounds simple, but in production, simplicity can be a mask for risk. Schema changes, especially with high-traffic systems, carry weight. Every migration step has to be precise. A new column changes structure, indexes, query plans, and write amplification. Done wrong, it can lock tables and stall