Let me show you what “multi-agent orchestration” looks like:
The main agent (Chief) breaks down and assigns tasks to sub-agents (Deputy).
As assistants and executors, Deputy then passes the work to agents with specific roles such as Researcher and Editor.
Once these agents receive their tasks, they work in the background, and you can see their progress in the list at the top right.
While the background tasks are running, Chief will pause to confirm details with the user and explore further. When the user provides more detailed requirements, and after the sub-agents complete their tasks and return, Chief summarizes and outputs the result.
This is the core value of newtype Profile:
Clear division of labor: Chief only handles orchestration and conversation, and does not do the work itself.
Parallel execution: multiple Researcher tasks run at the same time, saving time.
Transparent and controllable: the task list at the top right shows background progress in real time.
Human-machine collaboration: Chief discusses the details with the user while background tasks are running.
Structured output: the final result is summarized into easy-to-read formats such as tables and lists.