The bottleneck stops being the AI and becomes you, juggling. Unless it doesn't.
What went wrong first
One chat means one thing at a time. Running several pieces of work turns into a mess of windows, tabs and accounts — switching between the first, the second, the third, and losing the thread of all of them.
How it works
Ten to fifteen chats at full strengthNone degraded because the others are busy.
Ten to twenty projects in parallelGenuinely concurrent, not queued behind each other.
One dashboardSteer everything from a single screen instead of hunting between windows.
Master and sub agentsA master chat can dispatch to sub-agents and see exactly what each one received.
In one picture
Fifteen things progress while you supervise one.
Your output stops being capped by your attention. That is what turns an assistant into a workforce.
VERIFIED IN THE RUNNING CODE · NOT A ROADMAP CLAIM