They are solid and easy to use and particularly good for early prototyping. I've found they work best for passive data, if you have attributes tied to a structure that are required by the application but bear little significance to the database then they're solid.

If your data is more complex then they tend to break down a bit, but at that point you should probably be looking at a joining table or other construct that supports foreign keys and such.