They sit on death row for so long because they're allowed far too many appeals. They should have 365 days to appeal the sentence IMO, no longer.
It actually costs more to execute a prisoner (if they even get executed before otherwise dying) than to keep them locked up for life without a death sentence because of all of the death sentence appeals they get.