Adding a new column sounds simple. In reality, it can stall production systems, block deploys, and pile up tech debt. Data growth, query complexity, and schema dependencies all multiply the risk. Whether you run Postgres, MySQL, or cloud database services, you cannot treat schema changes as afterthoughts.
The key is