If you don't have enormous amounts of data, one thing I've found helpful on my own projects is to make a hot backup of the database every time the schema changes, as well as make hot backups daily, and then when you check out a version of code you pair it with the latest hot backup.

(This is far easier when using SQLite, which has its own tradeoffs.)