A new column sounds simple. It rarely is. In production, it can mean schema migrations, data backfills, index recalculations, and API contract changes. Done wrong, it can trigger downtime or corrupt data. Done right, it keeps your system fast, reliable, and ready for change.
The first step is knowing why