Adding a new column seems simple. But in production, it touches schema design, migration strategy, performance, and deployment safety. A single extra field can cascade through backend logic, frontend rendering, query indexes, and API contracts.
Start with the schema. Define the column type, constraints, and defaults. Avoid null unless needed,