Adding a column can transform a dataset, a schema, or an entire application feature. Done right, it enhances flexibility, improves query capabilities, and future-proofs your system. Done wrong, it can create performance bottlenecks, break API contracts, or corrupt production data. The process demands precision.
Start by defining the exact purpose