death penalty is fine except if you find out later that you were wrong you can't undo it.

I mean, you cannot undo 10 years in jail either.

You can undo a part of a 10 year sentence by releasing an innocent person earlier. And you can offer monetary compensation. None of this is possible with a death sentence.