Adding a new column is not just a schema change. It is an operation that can impact performance, data integrity, and deployment workflows. In modern databases, whether PostgreSQL, MySQL, or a distributed system like CockroachDB, a new column can trigger full table rewrites, lock contention, or replication lag—unless you