diff --git a/web/src/app/_components/multi-agent-visualization.tsx b/web/src/app/_components/multi-agent-visualization.tsx
new file mode 100644
index 0000000..80a4db3
--- /dev/null
+++ b/web/src/app/_components/multi-agent-visualization.tsx
@@ -0,0 +1,288 @@
+// Copyright (c) 2025 Bytedance Ltd. and/or its affiliates
+// SPDX-License-Identifier: MIT
+
+"use client";
+
+import {
+  ReactFlow,
+  Background,
+  useNodesState,
+  useEdgesState,
+  Handle,
+  Position,
+} from "@xyflow/react";
+
+import "@xyflow/react/dist/style.css";
+
+const ROW_HEIGHT = 75;
+const ROW_1 = 0;
+const ROW_2 = ROW_HEIGHT;
+const ROW_3 = ROW_HEIGHT * 2;
+const ROW_4 = ROW_HEIGHT * 2;
+const ROW_5 = ROW_HEIGHT * 3;
+const ROW_6 = ROW_HEIGHT * 4;
+const initialNodes = [
+  {
+    id: "Start",
+    type: "circle",
+    data: { label: "Start" },
+    position: { x: 80, y: ROW_1 },
+  },
+  {
+    id: "Coordinator",
+    data: { label: "Coordinator" },
+    position: { x: 150, y: ROW_1 },
+  },
+  {
+    id: "Planner",
+    data: { label: "Planner" },
+    position: { x: 150, y: ROW_2 },
+  },
+  {
+    id: "Reporter",
+    data: { label: "Reporter" },
+    position: { x: 25, y: ROW_3 },
+  },
+  {
+    id: "Human Feedback",
+    data: { label: "Human Feedback" },
+    position: { x: 275, y: ROW_4 },
+  },
+  {
+    id: "Research Team",
+    data: { label: "Research Team" },
+    position: { x: 275, y: ROW_5 },
+  },
+  {
+    id: "Researcher",
+    data: { label: "Researcher" },
+    position: { x: 175, y: ROW_6 },
+  },
+  {
+    id: "Coder",
+    data: { label: "Coder" },
+    position: { x: 375, y: ROW_6 },
+  },
+  {
+    id: "End",
+    type: "circle",
+    data: { label: "End" },
+    position: { x: 80, y: ROW_6 },
+  },
+];
+
+const initialEdges = [
+  {
+    id: "Start->Coordinator",
+    source: "Start",
+    target: "Coordinator",
+    sourceHandle: "right",
+    targetHandle: "left",
+    animated: true,
+  },
+  {
+    id: "Coordinator->Planner",
+    source: "Coordinator",
+    target: "Planner",
+    sourceHandle: "bottom",
+    targetHandle: "top",
+    animated: true,
+  },
+  {
+    id: "Planner->Reporter",
+    source: "Planner",
+    target: "Reporter",
+    sourceHandle: "left",
+    targetHandle: "top",
+    animated: true,
+  },
+  {
+    id: "Planner->Human Feedback",
+    source: "Planner",
+    target: "Human Feedback",
+    sourceHandle: "bottom",
+    targetHandle: "left",
+    animated: true,
+  },
+  {
+    id: "Human Feedback->Planner",
+    source: "Human Feedback",
+    target: "Planner",
+    sourceHandle: "top",
+    targetHandle: "right",
+    animated: true,
+  },
+  {
+    id: "Human Feedback->Research Team",
+    source: "Human Feedback",
+    target: "Research Team",
+    sourceHandle: "bottom",
+    targetHandle: "top",
+    animated: true,
+  },
+  {
+    id: "Reporter->End",
+    source: "Reporter",
+    target: "End",
+    sourceHandle: "bottom",
+    targetHandle: "top",
+    animated: true,
+  },
+  {
+    id: "Research Team->Researcher",
+    source: "Research Team",
+    target: "Researcher",
+    sourceHandle: "left",
+    targetHandle: "top",
+    animated: true,
+  },
+  {
+    id: "Research Team->Coder",
+    source: "Research Team",
+    target: "Coder",
+    sourceHandle: "bottom",
+    targetHandle: "left",
+    animated: true,
+  },
+  {
+    id: "Research Team->Planner",
+    source: "Research Team",
+    target: "Planner",
+    sourceHandle: "left",
+    targetHandle: "bottom",
+    animated: true,
+  },
+  {
+    id: "Researcher->Research Team",
+    source: "Researcher",
+    target: "Research Team",
+    sourceHandle: "right",
+    targetHandle: "bottom",
+    animated: true,
+  },
+  {
+    id: "Coder->Research Team",
+    source: "Coder",
+    target: "Research Team",
+    sourceHandle: "top",
+    targetHandle: "right",
+    animated: true,
+  },
+];
+
+const nodeTypes = {
+  circle: CircleNode,
+  agent: AgentNode,
+  default: AgentNode,
+};
+
+export function MultiAgentVisualization() {
+  const [nodes, , onNodesChange] = useNodesState(initialNodes);
+  const [edges, , onEdgesChange] = useEdgesState(initialEdges);
+
+  return (
+    <ReactFlow
+      style={{
+        ["--xy-background-color-default" as string]: "transparent",
+      }}
+      nodes={nodes}
+      edges={edges}
+      nodeTypes={nodeTypes}
+      onNodesChange={onNodesChange}
+      onEdgesChange={onEdgesChange}
+      fitView
+      attributionPosition="top-right"
+      colorMode="dark"
+      panOnScroll={false}
+      zoomOnScroll={false}
+      preventScrolling={false}
+    >
+      <Background
+        className="[mask-image:radial-gradient(800px_circle_at_center,white,transparent)]"
+        bgColor="var(--background)"
+      />
+    </ReactFlow>
+  );
+}
+
+function CircleNode({ data }: { data: { label: string } }) {
+  return (
+    <>
+      <div className="flex h-10 w-10 items-center justify-center rounded-full border bg-[var(--xy-node-background-color-default)]">
+        <p className="text-xs">{data.label}</p>
+      </div>
+      {data.label === "Start" && (
+        <Handle
+          className="invisible"
+          type="source"
+          position={Position.Right}
+          id="right"
+        />
+      )}
+      {data.label === "End" && (
+        <Handle
+          className="invisible"
+          type="target"
+          position={Position.Top}
+          id="top"
+        />
+      )}
+    </>
+  );
+}
+
+function AgentNode({ data }: { data: { label: string } }) {
+  return (
+    <>
+      <div className="text-xs">{data.label}</div>
+      <Handle
+        className="invisible"
+        type="source"
+        position={Position.Left}
+        id="left"
+      />
+      <Handle
+        className="invisible"
+        type="source"
+        position={Position.Right}
+        id="right"
+      />
+      <Handle
+        className="invisible"
+        type="source"
+        position={Position.Top}
+        id="top"
+      />
+      <Handle
+        className="invisible"
+        type="source"
+        position={Position.Bottom}
+        id="bottom"
+      />
+      <Handle
+        className="invisible"
+        type="target"
+        position={Position.Left}
+        id="left"
+      />
+      <Handle
+        className="invisible"
+        type="target"
+        position={Position.Right}
+        id="right"
+      />
+      <Handle
+        className="invisible"
+        type="target"
+        position={Position.Top}
+        id="top"
+      />
+      <Handle
+        className="invisible"
+        type="target"
+        position={Position.Bottom}
+        id="bottom"
+      />
+    </>
+  );
+}
diff --git a/web/src/app/page.tsx b/web/src/app/page.tsx
index bfc652e..3613d0c 100644
--- a/web/src/app/page.tsx
+++ b/web/src/app/page.tsx
@@ -26,6 +26,7 @@ import { BentoGrid } from "~/components/magicui/bento-grid";
 import { FlickeringGrid } from "~/components/magicui/flickering-grid";
 import { Button } from "~/components/ui/button";
 
+import { MultiAgentVisualization } from "./_components/multi-agent-visualization";
 import { Ray } from "./_components/ray";
 
 export default function HomePage() {
@@ -237,11 +238,16 @@ function CaseStudySection() {
 
 function MultiAgentSection() {
   return (
-    <section className="relative container flex flex-col items-center justify-center">
+    <section className="relative flex w-full flex-col items-center justify-center">
       <SectionHeader
         title="Multi-Agent Architecture"
         description="Experience the agent teamwork with our Supervisor + Handoffs design pattern."
       />
+      <div className="flex h-[70vh] w-full flex-col items-center justify-center">
+        <div className="h-full w-full">
+          <MultiAgentVisualization />
+        </div>
+      </div>
     </section>
   );
 }