diff --git a/app/canvas/[id]/CanvasEditorLegacyPageClient.tsx b/app/canvas/[id]/CanvasEditorLegacyPageClient.tsx
index 8c9828a62..2069ce994 100644
--- a/app/canvas/[id]/CanvasEditorLegacyPageClient.tsx
+++ b/app/canvas/[id]/CanvasEditorLegacyPageClient.tsx
@@ -1,5 +1,6 @@
 "use client";
 
+import { createCanvasSaveQueue } from "@/lib/client/canvas-save-queue";
 import {
   AlertCircle,
   AlertTriangle,
@@ -5075,59 +5076,84 @@ export default function CanvasEditorLegacyPage({
     workflowInputs.brand,
   ]);
 
+  const canvasSaveQueue = useRef<ReturnType<typeof createCanvasSaveQueue> | null>(null);
+  if (!canvasSaveQueue.current) canvasSaveQueue.current = createCanvasSaveQueue();
+  const canvasAutosaveTimer = useRef<ReturnType<typeof setTimeout> | null>(null);
+  const canvasPersistenceScope = useRef(id);
+  canvasPersistenceScope.current = id;
   const persistCanvasState = useCallback(
-    async (reason: "autosave" | "delete" | "beforeunload") => {
-      const canvasData = buildPersistedCanvasData();
-      const { canvasRevision, canvasUpdatedAt } = useCanvasStore.getState();
-      const result = await canvasService.saveCanvasState(
-        id,
-        canvasData,
-        activeCanvasWorkspaceType,
-        {
-          baseCanvasRevision: canvasRevision,
-          baseCanvasUpdatedAt: canvasUpdatedAt,
-        }
-      );
-      if (!result.success) {
-        console.error(`[Canvas] ${reason} save failed:`, result.error);
-        if (result.status === 409) {
-          externalCanvasConflictRef.current = true;
-          console.warn("[Canvas] stale save revision handled without user prompt", {
-            reason,
-            canvasUpdatedAt: result.canvasUpdatedAt,
-          });
-          if (!externalCanvasConflictNotifiedRef.current) {
-            externalCanvasConflictNotifiedRef.current = true;
-            toast.warning("画布已被外部操作更新，本地改动未覆盖远端；请刷新后继续编辑");
+    (reason: "autosave" | "delete" | "beforeunload") => canvasSaveQueue.current!.enqueue(async () => {
+      if (canvasPersistenceScope.current !== id) return false;
+      setIsSaving(true);
+      try {
+        const canvasData = buildPersistedCanvasData();
+        const { canvasRevision, canvasUpdatedAt } = useCanvasStore.getState();
+        const result = await canvasService.saveCanvasState(
+          id,
+          canvasData,
+          activeCanvasWorkspaceType,
+          {
+            baseCanvasRevision: canvasRevision,
+            baseCanvasUpdatedAt: canvasUpdatedAt,
           }
+        );
+        if (canvasPersistenceScope.current !== id) return false;
+        if (!result.success) {
+          console.error(`[Canvas] ${reason} save failed:`, result.error);
+          if (result.status === 409) {
+            externalCanvasConflictRef.current = true;
+            console.warn("[Canvas] stale save revision handled without user prompt", {
+              reason,
+              canvasUpdatedAt: result.canvasUpdatedAt,
+            });
+            if (!externalCanvasConflictNotifiedRef.current) {
+              externalCanvasConflictNotifiedRef.current = true;
+              toast.warning("画布已被外部操作更新，本地改动未覆盖远端；请刷新后继续编辑");
+            }
+          }
+        } else if (result.data?.updatedAt) {
+          externalCanvasConflictRef.current = false;
+          externalCanvasConflictNotifiedRef.current = false;
+          useCanvasStore
+            .getState()
+            .setCanvasRevision(String(result.data.updatedAt), String(result.data.updatedAt));
         }
-      } else if (result.data?.updatedAt) {
-        externalCanvasConflictRef.current = false;
-        externalCanvasConflictNotifiedRef.current = false;
-        useCanvasStore
-          .getState()
-          .setCanvasRevision(String(result.data.updatedAt), String(result.data.updatedAt));
+        return result.success;
+      } finally {
+        if (canvasPersistenceScope.current === id) setIsSaving(false);
       }
-      return result.success;
-    },
+    }),
     [activeCanvasWorkspaceType, buildPersistedCanvasData, id]
   );
 
+  const persistCanvasBeforeAgent = useCallback(() => {
+    // Flush the pending local edit once instead of racing its scheduled autosave.
+    if (canvasAutosaveTimer.current) {
+      clearTimeout(canvasAutosaveTimer.current);
+      canvasAutosaveTimer.current = null;
+    }
+    return persistCanvasState("autosave");
+  }, [persistCanvasState]);
+
   // 自动保存逻辑
   useEffect(() => {
     if (isLoading || isAgentMode || isAgentOperationRefreshActive()) return;
 
     const saveTimer = setTimeout(async () => {
-      setIsSaving(true);
+      canvasAutosaveTimer.current = null;
+      if (isAgentOperationRefreshActive()) return;
       try {
         await persistCanvasState("autosave");
       } catch (error) {
         console.error("Auto save failed:", error);
       }
-      setIsSaving(false);
     }, 3000); // 3秒自动保存
 
-    return () => clearTimeout(saveTimer);
+    canvasAutosaveTimer.current = saveTimer;
+    return () => {
+      clearTimeout(saveTimer);
+      if (canvasAutosaveTimer.current === saveTimer) canvasAutosaveTimer.current = null;
+    };
   }, [isAgentMode, isAgentOperationRefreshActive, nodes, isLoading, persistCanvasState]);
 
   useEffect(() => {
@@ -11077,7 +11103,7 @@ export default function CanvasEditorLegacyPage({
                     onClose={() => setIsPanelOpen(false)}
                     onOpenFileList={() => setPanelMode("fileList")}
                     onRequireLogin={openLoginDialog}
-                    onBeforeAgentRequest={() => persistCanvasState("autosave")}
+                    onBeforeAgentRequest={persistCanvasBeforeAgent}
                     selectedAgentPresetId={
                       isCanvasAgentModeEnabled ? selectedAgentPresetId : null
                     }
diff --git a/lib/client/canvas-save-queue.ts b/lib/client/canvas-save-queue.ts
new file mode 100644
index 000000000..87dbbe791
--- /dev/null
+++ b/lib/client/canvas-save-queue.ts
@@ -0,0 +1,11 @@
+/** Serialize local saves so each request reads the revision returned by the last. */
+export function createCanvasSaveQueue() {
+  let pending: Promise<unknown> = Promise.resolve();
+  return {
+    enqueue<T>(save: () => Promise<T>): Promise<T> {
+      const next = pending.then(save, save);
+      pending = next.catch(() => undefined);
+      return next;
+    },
+  };
+}
diff --git a/tests/routes/canvas-agent-runtime-progress.test.tsx b/tests/routes/canvas-agent-runtime-progress.test.tsx
index a042ddf74..dc79d291b 100644
--- a/tests/routes/canvas-agent-runtime-progress.test.tsx
+++ b/tests/routes/canvas-agent-runtime-progress.test.tsx
@@ -1,3 +1,4 @@
+import { createCanvasSaveQueue } from "@/lib/client/canvas-save-queue";
 import { expect, test } from "@playwright/test";
 import { createElement } from "react";
 import { renderToStaticMarkup } from "react-dom/server";
@@ -41,3 +42,17 @@ test("completed execution details remain expandable in saved assistant history w
  expect(html).not.toContain("停止后续步骤");expect(html).not.toContain("<button");
  expect(html).not.toMatch(/<details[^>]+open/);
 });
+
+test("pre-Agent flush and autosave read successive revisions instead of racing stale snapshots", async () => {
+ const queue = createCanvasSaveQueue();let release!: () => void;let revision = 1;let title = "before";
+ const gate = new Promise<void>(resolve => { release = resolve; });const sent: Array<{revision:number;title:string}> = [];
+ const first = queue.enqueue(async () => { sent.push({revision,title});await gate;revision=2;return true; });
+ const second = queue.enqueue(async () => { sent.push({revision,title});revision=3;return true; });
+ await Promise.resolve();expect(sent).toEqual([{revision:1,title:"before"}]);title="latest local edit";release();await Promise.all([first,second]);
+ expect(sent).toEqual([{revision:1,title:"before"},{revision:2,title:"latest local edit"}]);
+});
+test("a failed local save does not deadlock later saves or replay a failed snapshot", async () => {
+ const queue = createCanvasSaveQueue();let calls=0;
+ await expect(queue.enqueue(async()=>{calls++;throw new Error("revision conflict");})).rejects.toThrow("revision conflict");
+ await expect(queue.enqueue(async()=>{calls++;return true;})).resolves.toBe(true);expect(calls).toBe(2);
+});