Devin Desktop - Manage fleets of local and cloud agents from one surface

One challenge we've noticed with coding agents is that generating code isn't usually the bottleneck anymore—maintaining project context across longer development cycles is.

How much of Devin Desktop's value comes from execution capabilities versus maintaining context and continuity over time?