A new column is more than a name and type. It alters queries, indexes, constraints, and downstream processes. In a live environment, even a minor schema change can ripple across APIs, analytics pipelines, and storage systems. Done carelessly, it breaks production. Done well, it strengthens the architecture.
When adding a