The dataset is live. The schema is old. The request is urgent.
A new column changes the way data is stored, indexed, and retrieved. Done well, it unlocks new features, supports faster queries, and keeps the system stable. Done poorly, it triggers downtime, errors, and broken integrations.
First, define the