Adding a new column sounds simple, but in production databases it can ripple through schema, queries, indexes, and downstream code. Getting it wrong can stall deployments, lock tables, and create silent data corruption. Getting it right means understanding your database engine, migration patterns, and the impact on performance.
In SQL,