A schema change sounds small. It is not. Adding a new column to a production database can shift query plans, alter storage allocation, and expose concurrency edge cases. The operation touches application code, ORM mappings, test fixtures, ETL jobs, background workers, and analytics pipelines. If the column is non-nullable, you