From my experience with daily stand-ups, I think they can be a significant boost to that, too. Though you will absolutely have to wear a manager hat with their estimates and breakdowns, not just fire-and-forget, as they're often as not wildly over-optimistic about task complexity.
It’s absolutely 10x faster for coding. But coding is only 10% of my job. The other 90% is figuring out what to code.