Comment by somenameforme

Speaking realistically, you're going in the wrong direction here. The most likely scenario in the short run is that management will seek to replace labor with automated systems supported by a skeleton crew to aid in implementation and execution level tasks that can't (or shouldn't) be handled by the LLM alone, like deployment.

So the first signs of productivity gains will be shrinking head count, but it's going go from the bottom up, as usual.