The main point of the article is not that scheduling is superior to TODO lists. Instead it is that continually adding to a TODO list is bad and instead making a schedule makes that impossible.

I feel using a TODO list with time estimates would give the benefits from the article was also letting you schedule flexibly as you feel like it. By putting the time estimates in it makes it easier to say no to tasks that don't have to be done.