GitHub has explained how it made Copilot CLI more selective about delegation.
The problem is familiar in coding agents: handing off too much can create unnecessary complexity, while holding too much back can slow real automation. Better delegation policy changes how useful the tool feels in practice.
The work points to a maturing phase for AI coding systems, where product quality depends not just on model capability but on when the agent decides to act, ask, or stay narrow.