A new column changes how data is stored, queried, and understood. In relational databases, it’s a structural edit with ripple effects across migrations, APIs, and downstream services. Done right, it preserves integrity, reduces friction, and makes systems easier to evolve. Done wrong, it triggers downtime, broken scripts, and security