That's really how it should work. Once downloaded it's yours.

When my credit card expired last year I could not download any apps I had purchased from Apple until I updated it/paid for the ones in my most recent statement. They did not however DELETE/DISABLE the apps on my computer even the ones I still technically owed them money for.

I think Apple has the right idea in how digital downloads should work.