Divide the research
Each subject gets its own research context.
AGENTIC ORCHESTRATION / MULTI-AGENT COLLABORATION
One complex question.
Many lines of inquiry.
The main agent coordinates. Subagents seek evidence independently.
Findings return as investigations deepen,
bringing every research branch toward one shared goal.
Real execution traces · Independent contexts · Multiple delegation batches
ONE → MANY → ONE
Main agentSubagentsEvidence
total task tokens
From independent inquiry to final reports
3Real tasks
Landscape research / Technology selection / Scientific review
86Independent subagents
Each researches its task and reports back
11.36hoursCombined research time
Sum of subagent runtimes, including overlap
2,030Subagent turns
Searching, reading, and following the evidence
Follow the leads
Go beyond entities and products to relationships, interfaces, and explanations.
Bring evidence back
Independent findings help the main agent refine its conclusions.
01 / UNDERSTAND THE TASK
Complexity lies in connecting the details.
Breadth, connections, and shared constraints
turn one research goal into many lines of inquiry.
02 / SEE THE COLLABORATION
See delegation unfold, step by step.
Every delegation has a reason. Every subagent has a task.
Follow real batches through decisions, investigations, and findings.
total task tokens
Replays actual main-agent turns and delegation batches · Animation timing is illustrative
03 / EXPLORE IN DEPTH
04 / THE RESEARCH DELIVERABLE
One shared goal connects independent investigations.
INDEPENDENT RESEARCH. CONNECTED FINDINGS.