AgentMesh
multi-agent orchestration.

Route the task. Coordinate the agents. Follow every handoff from the first plan to the final tool call.

02 / FOLLOW THE HANDOFFILLUSTRATIVE WORKFLOW

EVENT / 01ROUTERtask.received

Every agent has a role.
Every handoff leaves a trace.

01ROUTERtask.received←
02ARCHITECTtopology.created·
03REVIEWERschema.invalid·
04BUILDERpatch.started·
05TOOL EXECexecution.complete·

02 / THE PROBLEM

The final output hides most of a multi-agent system's behavior. When a task stalls or an agent makes the wrong move, you need to know who acted, what changed and where the work went next.

03 / SYSTEM MODEL

Router → architect → reviewer / builder → tool execution

04 / ARCHITECTURE

A multi-agent workflow needs more than an answer. It needs a trace you can follow.

LangGraph / FastAPI / WebSocket / React

05 / ENGINEERING DECISIONS

Connect the topology to execution events. Keep the handoff visible so the system can be inspected at the level where coordination actually happens.

06 / FAILURE SURFACES & TRADEOFFS

Each additional agent adds coordination overhead and another place for partial failure. More agents are useful only when their responsibilities justify the extra handoffs.

07 / RESULT & EVIDENCE

Explicit handoffs / execution state / live events.

Explore the linked project for implementation evidence. The artwork and interactive sequence illustrate the system model; they are not product screenshots, live execution results or performance measurements.

08 / TECHNOLOGY