Modularity and test coverage. Also: garbage data makes every aspect of your business a living hell. Clean data throughly before storing it and migrate data as

Modularity and test coverage. Also: garbage data makes every aspect of your business a living hell. Clean data throughly before storing it and migrate data as business rules change. You should be able to make A LOT of assumptions about your data without having to parse it a dozen ways.