Adding a new column sounds simple. In practice, it can break queries, impact indexes, and cause downtime if done wrong. Whether you’re working with PostgreSQL, MySQL, or a distributed system, it’s more than just running ALTER TABLE. The approach depends on schema design, scale, and performance requirements.
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