diff --git a/src/renderer/components/PatternEditor.tsx b/src/renderer/components/PatternEditor.tsx
index 1c7380c..57cec9a 100644
--- a/src/renderer/components/PatternEditor.tsx
+++ b/src/renderer/components/PatternEditor.tsx
@@ -318,6 +318,7 @@ export function PatternEditor({
           <div className="min-h-[300px] flex-1 px-5 py-3">
             <PatternGraphCanvas
               pattern={pattern}
+              availableModels={availableModels}
               onGraphChange={emitGraphChange}
               onNodeSelect={setSelectedNodeId}
               selectedNodeId={selectedNodeId}
diff --git a/src/renderer/components/pattern-graph/GraphNodes.tsx b/src/renderer/components/pattern-graph/GraphNodes.tsx
index 605a659..c2c44b6 100644
--- a/src/renderer/components/pattern-graph/GraphNodes.tsx
+++ b/src/renderer/components/pattern-graph/GraphNodes.tsx
@@ -1,14 +1,15 @@
 import { memo } from 'react';
 import { Handle, Position, type NodeProps } from '@xyflow/react';
-import { CircleUser, Bot, Shuffle, Layers, Radio } from 'lucide-react';
+import { CircleUser, Shuffle, Layers, Radio, Bot } from 'lucide-react';
 
 import type { GraphNodeData } from '@renderer/lib/patternGraph';
 import type { PatternGraphNodeKind } from '@shared/domain/pattern';
+import { ProviderIcon } from '@renderer/components/ProviderIcons';
 
 const kindIcons: Record<PatternGraphNodeKind, typeof CircleUser> = {
   'user-input': CircleUser,
   'user-output': CircleUser,
-  agent: Bot,
+  agent: Bot, // fallback when no provider is resolved
   distributor: Shuffle,
   collector: Layers,
   orchestrator: Radio,
@@ -24,23 +25,30 @@ const kindColors: Record<PatternGraphNodeKind, { bg: string; border: string; tex
 };
 
 function GraphNodeContent({ data, selected }: { data: GraphNodeData; selected: boolean }) {
-  const Icon = kindIcons[data.kind] ?? Bot;
   const colors = kindColors[data.kind] ?? kindColors.agent;
   const isAgent = data.kind === 'agent';
 
+  const renderIcon = () => {
+    if (isAgent && data.provider) {
+      return <ProviderIcon provider={data.provider} className="size-4 shrink-0" />;
+    }
+    const FallbackIcon = kindIcons[data.kind] ?? Bot;
+    return <FallbackIcon className={`size-4 shrink-0 ${colors.text}`} />;
+  };
+
   return (
     <div
       className={`flex min-w-[120px] items-center gap-2 rounded-xl border px-3 py-2 shadow-md transition ${
         colors.bg
       } ${selected ? 'ring-2 ring-indigo-500/50' : ''} ${colors.border}`}
     >
-      <Icon className={`size-4 shrink-0 ${colors.text}`} />
+      {renderIcon()}
       <div className="min-w-0 flex-1">
         <div className={`truncate text-[12px] font-semibold ${colors.text}`}>
           {data.label}
         </div>
-        {isAgent && typeof data.order === 'number' && (
-          <div className="text-[10px] text-zinc-500">#{data.order + 1}</div>
+        {isAgent && data.modelLabel && (
+          <div className="truncate text-[10px] text-zinc-500">{data.modelLabel}</div>
         )}
       </div>
       {data.readOnly && (
diff --git a/src/renderer/components/pattern-graph/PatternGraphCanvas.tsx b/src/renderer/components/pattern-graph/PatternGraphCanvas.tsx
index 3ffcb55..9197ee0 100644
--- a/src/renderer/components/pattern-graph/PatternGraphCanvas.tsx
+++ b/src/renderer/components/pattern-graph/PatternGraphCanvas.tsx
@@ -3,6 +3,7 @@ import {
   ReactFlow,
   Background,
   BackgroundVariant,
+  MarkerType,
   useNodesState,
   useEdgesState,
   type Node,
@@ -15,6 +16,7 @@ import '@xyflow/react/dist/style.css';
 
 import type { OrchestrationMode, PatternDefinition, PatternGraph } from '@shared/domain/pattern';
 import { resolvePatternGraph } from '@shared/domain/pattern';
+import type { ModelDefinition } from '@shared/domain/models';
 import {
   addHandoffEdge,
   fromCanvasPositions,
@@ -30,6 +32,7 @@ import { graphNodeTypes } from './GraphNodes';
 
 interface PatternGraphCanvasProps {
   pattern: PatternDefinition;
+  availableModels?: ReadonlyArray<ModelDefinition>;
   onGraphChange: (graph: PatternGraph) => void;
   onNodeSelect: (nodeId: string | null) => void;
   selectedNodeId: string | null;
@@ -37,6 +40,7 @@ interface PatternGraphCanvasProps {
 
 export function PatternGraphCanvas({
   pattern,
+  availableModels,
   onGraphChange,
   onNodeSelect,
   selectedNodeId,
@@ -45,7 +49,7 @@ export function PatternGraphCanvas({
   const draggingRef = useRef(false);
 
   const [nodes, setNodes, onNodesChange] = useNodesState(
-    toCanvasNodes(graph, pattern.agents),
+    toCanvasNodes(graph, pattern.agents, availableModels),
   );
   const [edges, setEdges, onEdgesChange] = useEdgesState(
     toCanvasEdges(graph, pattern.mode),
@@ -53,9 +57,9 @@ export function PatternGraphCanvas({
 
   // Sync canvas when pattern changes externally
   useEffect(() => {
-    setNodes(toCanvasNodes(graph, pattern.agents));
+    setNodes(toCanvasNodes(graph, pattern.agents, availableModels));
     setEdges(toCanvasEdges(graph, pattern.mode));
-  }, [graph, pattern.agents, pattern.mode, setNodes, setEdges]);
+  }, [graph, pattern.agents, pattern.mode, availableModels, setNodes, setEdges]);
 
   const handleNodesChange: OnNodesChange<Node<GraphNodeData>> = useCallback(
     (changes) => {
@@ -162,6 +166,7 @@ export function PatternGraphCanvas({
         defaultEdgeOptions={{
           type: 'smoothstep',
           style: { stroke: '#52525b', strokeWidth: 1.5 },
+          markerEnd: { type: MarkerType.ArrowClosed, width: 16, height: 16, color: '#52525b' },
         }}
         connectionLineStyle={{ stroke: '#6366f1', strokeWidth: 1.5 }}
         deleteKeyCode="Delete"
diff --git a/src/renderer/lib/patternGraph.ts b/src/renderer/lib/patternGraph.ts
index 33174c0..802eedb 100644
--- a/src/renderer/lib/patternGraph.ts
+++ b/src/renderer/lib/patternGraph.ts
@@ -1,4 +1,4 @@
-import type { Node, Edge, Connection } from '@xyflow/react';
+import { MarkerType, type Node, type Edge, type Connection } from '@xyflow/react';
 
 import type {
   OrchestrationMode,
@@ -10,6 +10,8 @@ import type {
   PatternGraphNodeKind,
 } from '@shared/domain/pattern';
 import { resolvePatternGraph } from '@shared/domain/pattern';
+import type { ModelProvider } from '@shared/domain/models';
+import { inferProvider, findModel, type ModelDefinition } from '@shared/domain/models';
 
 /* ── Canvas node data ──────────────────────────────────────── */
 
@@ -19,6 +21,10 @@ export interface GraphNodeData extends Record<string, unknown> {
   agentId?: string;
   order?: number;
   readOnly: boolean;
+  /** AI provider inferred from the agent's model (agent nodes only). */
+  provider?: ModelProvider;
+  /** Short display name for the agent's model (agent nodes only). */
+  modelLabel?: string;
 }
 
 /* ── View-model projection ─────────────────────────────────── */
@@ -57,22 +63,42 @@ function resolveNodeType(kind: PatternGraphNodeKind): string {
   }
 }
 
-export function toCanvasNodes(graph: PatternGraph, agents: PatternAgentDefinition[]): Node<GraphNodeData>[] {
-  return graph.nodes.map((node) => ({
-    id: node.id,
-    type: resolveNodeType(node.kind),
-    position: { x: node.position.x, y: node.position.y },
-    data: {
-      label: resolveNodeLabel(node, agents),
-      kind: node.kind,
-      agentId: node.agentId,
-      order: node.order,
-      readOnly: isSystemNode(node.kind),
-    },
-    draggable: true,
-    selectable: true,
-    deletable: false,
-  }));
+export function toCanvasNodes(
+  graph: PatternGraph,
+  agents: PatternAgentDefinition[],
+  models?: ReadonlyArray<ModelDefinition>,
+): Node<GraphNodeData>[] {
+  return graph.nodes.map((node) => {
+    let provider: ModelProvider | undefined;
+    let modelLabel: string | undefined;
+
+    if (node.kind === 'agent' && node.agentId) {
+      const agent = agents.find((a) => a.id === node.agentId);
+      if (agent?.model) {
+        provider = inferProvider(agent.model);
+        const modelDef = models ? findModel(agent.model, models) : undefined;
+        modelLabel = modelDef?.name ?? agent.model;
+      }
+    }
+
+    return {
+      id: node.id,
+      type: resolveNodeType(node.kind),
+      position: { x: node.position.x, y: node.position.y },
+      data: {
+        label: resolveNodeLabel(node, agents),
+        kind: node.kind,
+        agentId: node.agentId,
+        order: node.order,
+        readOnly: isSystemNode(node.kind),
+        provider,
+        modelLabel,
+      },
+      draggable: true,
+      selectable: true,
+      deletable: false,
+    };
+  });
 }
 
 /** Determines whether user-created edges can be deleted in this mode. */
@@ -97,6 +123,8 @@ export function toCanvasEdges(graph: PatternGraph, mode: OrchestrationMode): Edg
     type: 'smoothstep',
     animated: mode === 'handoff',
     deletable: isEdgeDeletable(edge, mode, graph),
+    markerEnd: { type: MarkerType.ArrowClosed, width: 16, height: 16, color: '#52525b' },
+    style: { stroke: '#52525b', strokeWidth: 1.5 },
   }));
 }
 
diff --git a/tests/renderer/patternGraph.test.ts b/tests/renderer/patternGraph.test.ts
index 4643871..b170563 100644
--- a/tests/renderer/patternGraph.test.ts
+++ b/tests/renderer/patternGraph.test.ts
@@ -258,4 +258,46 @@ describe('edge deletion rules', () => {
     expect(inputNode!.type).toBe('userInputNode');
     expect(outputNode!.type).toBe('userOutputNode');
   });
+
+  test('edges have directional arrow markers', () => {
+    const pattern = findPattern('sequential');
+    const graph = resolvePatternGraph(pattern);
+    const edges = toCanvasEdges(graph, pattern.mode);
+
+    expect(edges.length).toBeGreaterThan(0);
+    for (const edge of edges) {
+      expect(edge.markerEnd).toBeDefined();
+      expect((edge.markerEnd as { type: string }).type).toBe('arrowclosed');
+    }
+  });
+
+  test('agent nodes include provider and model label when models catalog is provided', () => {
+    const { modelCatalog } = require('@shared/domain/models');
+    const pattern = findPattern('sequential');
+    const graph = resolvePatternGraph(pattern);
+    const nodes = toCanvasNodes(graph, pattern.agents, modelCatalog);
+
+    const agentNodes = nodes.filter((n) => n.data.kind === 'agent');
+    expect(agentNodes.length).toBeGreaterThan(0);
+
+    for (const node of agentNodes) {
+      expect(node.data.provider).toBeDefined();
+      expect(node.data.modelLabel).toBeDefined();
+      expect(node.data.modelLabel!.length).toBeGreaterThan(0);
+    }
+  });
+
+  test('agent nodes infer provider from model id without models catalog', () => {
+    const pattern = findPattern('sequential');
+    const graph = resolvePatternGraph(pattern);
+    const nodes = toCanvasNodes(graph, pattern.agents);
+
+    const agentNodes = nodes.filter((n) => n.data.kind === 'agent');
+    for (const node of agentNodes) {
+      // Provider should still be inferred from model id prefix
+      expect(node.data.provider).toBeDefined();
+      // Without catalog, modelLabel falls back to the raw model id
+      expect(node.data.modelLabel).toBeDefined();
+    }
+  });
 });