If you're getting 2x you are likely at the limit of your own ability to coordinate or plan intelligent work effort, and you have plateaued such that even when m

If you're getting 2x you are likely at the limit of your own ability to coordinate or plan intelligent work effort, and you have plateaued such that even when models are twice as powerful as they are today you will still be getting 2x of your own human throughput. We all have a limit after which we lack the attention (or attention to detail, or time, or energy, etc.) to meaningfully manage it. Similarly, a manager may be able to handle a team of two very well but end up poorly managing a team of 20. It used to be that knowing how to write code was a big factor in productivity. Now it is less of a factor compared to the many other cognitive and metacognitive faculties that working with agentic teams demand.