It takes the goal, does the work, and ships it. You supervise — you don't type. Not another assistant waiting on a prompt; a colleague that owns the outcome.
Real work fans out to a fleet of agents in isolated worktrees. It supervises by digest, kills the ones going sideways, and never drowns you in logs.
A second model red-teams every change — tries to break it — before anything reaches main. It doesn't merge on vibes.
Its own machine, its own GitHub, signed commits. Reversible work it just does; the risky call it asks once. Then it ships.