Adding a new column to a database sounds simple. In practice, it can impact query performance, indexing strategies, storage requirements, and production stability. Schema changes ripple through APIs, ETL jobs, caches, and analytics pipelines. The wrong approach can cause downtime. The right one keeps users oblivious.
First, decide on the