Adding a new column should be fast, safe, and reversible. Too often, it’s none of those things. A poorly executed schema change can lock writes, trigger downtime, or break production queries. The cost hits immediately: stalled pipelines, failed integrations, and cascading errors in dependent services.
A new column is