Adding a new column sounds like a minor adjustment, but in production systems it can shape performance, data integrity, and deployment strategy. Whether in SQL, PostgreSQL, MySQL, or NoSQL systems, introducing a new database column triggers questions: default values, migrations, backfills, indexing, and compatibility with existing code.
The first step