Adding a new column sounds simple. It often isn’t. The impact touches schema design, query performance, storage, and deploy pipelines. Done without care, it can lock tables, slow production traffic, and force long-running migrations during peak hours. In high-throughput systems, mistakes here cascade.
The first step is understanding the