> Actually non-blocking logic becomes really easy, as you can always shove an immutable value into an atomic reference (note - I'm not saying "wait free", which still takes a lot of work :))

Why the atomic reference here? I know that provides CAS but if we're talking about a single writer aren't you okay to just replace things anyway?