diff --git a/src/components/__tests__/GenerateImageNode.test.tsx b/src/components/__tests__/GenerateImageNode.test.tsx
index 40689faa..c02448f8 100644
--- a/src/components/__tests__/GenerateImageNode.test.tsx
+++ b/src/components/__tests__/GenerateImageNode.test.tsx
@@ -379,6 +379,33 @@ describe("GenerateImageNode", () => {
 
       expect(screen.getByText("2 / 3")).toBeInTheDocument();
     });
+
+    it("should switch carousel images using inline history data without fetching", async () => {
+      render(
+        <TestWrapper>
+          <GenerateImageNode {...createNodeProps({
+            outputImage: "data:image/png;base64,current",
+            imageHistory: [
+              { id: "img1", image: "data:image/png;base64,current", timestamp: Date.now(), prompt: "test1", aspectRatio: "1:1", model: "nano-banana" },
+              { id: "img2", image: "data:image/png;base64,next", timestamp: Date.now(), prompt: "test2", aspectRatio: "1:1", model: "nano-banana" },
+            ],
+            selectedHistoryIndex: 0,
+          })} />
+        </TestWrapper>
+      );
+
+      fireEvent.click(screen.getByTitle("Next image"));
+
+      await waitFor(() => {
+        expect(mockUpdateNodeData).toHaveBeenCalledWith("test-node-1", {
+          outputImage: "data:image/png;base64,next",
+          selectedHistoryIndex: 1,
+          status: "idle",
+          error: null,
+        });
+      });
+      expect(mockFetch).not.toHaveBeenCalledWith("/api/load-generation", expect.anything());
+    });
   });
 
   describe("Legacy Data Migration", () => {
diff --git a/src/components/nodes/GenerateImageNode.tsx b/src/components/nodes/GenerateImageNode.tsx
index 08c4011e..2d0ca18b 100644
--- a/src/components/nodes/GenerateImageNode.tsx
+++ b/src/components/nodes/GenerateImageNode.tsx
@@ -371,7 +371,7 @@ export function GenerateImageNode({ id, data, selected }: NodeProps<NanoBananaNo
     const imageItem = history[newIndex];
 
     setIsLoadingCarouselImage(true);
-    const image = await loadImageById(imageItem.id);
+    const image = imageItem.image ?? await loadImageById(imageItem.id);
     setIsLoadingCarouselImage(false);
 
     if (image) {
@@ -393,7 +393,7 @@ export function GenerateImageNode({ id, data, selected }: NodeProps<NanoBananaNo
     const imageItem = history[newIndex];
 
     setIsLoadingCarouselImage(true);
-    const image = await loadImageById(imageItem.id);
+    const image = imageItem.image ?? await loadImageById(imageItem.id);
     setIsLoadingCarouselImage(false);
 
     if (image) {
diff --git a/src/store/execution/__tests__/nanoBananaExecutor.test.ts b/src/store/execution/__tests__/nanoBananaExecutor.test.ts
index 00405121..e563df30 100644
--- a/src/store/execution/__tests__/nanoBananaExecutor.test.ts
+++ b/src/store/execution/__tests__/nanoBananaExecutor.test.ts
@@ -232,6 +232,45 @@ describe("executeNanoBanana", () => {
     expect((completeCall![1] as Record<string, unknown>).outputImage).toBe("data:image/png;base64,result");
   });
 
+  it("should keep generated image data in node carousel history for immediate switching", async () => {
+    const node = makeNode();
+    mockFetch.mockResolvedValueOnce({
+      ok: true,
+      json: () => Promise.resolve({ success: true, image: "data:image/png;base64,result" }),
+    });
+
+    const ctx = makeCtx(node);
+    await executeNanoBanana(ctx);
+
+    const completeCall = (ctx.updateNodeData as ReturnType<typeof vi.fn>).mock.calls.find(
+      (c: unknown[]) => (c[1] as Record<string, unknown>).status === "complete"
+    );
+    expect(completeCall?.[1]).toMatchObject({
+      imageHistory: [
+        expect.objectContaining({
+          image: "data:image/png;base64,result",
+        }),
+      ],
+    });
+  });
+
+  it("should not call server save-generation for browser-local generation paths", async () => {
+    const node = makeNode();
+    mockFetch.mockResolvedValueOnce({
+      ok: true,
+      json: () => Promise.resolve({ success: true, image: "data:image/png;base64,result" }),
+    });
+
+    const ctx = makeCtx(node, {
+      generationsPath: "browserfs://root/project/generations",
+    });
+    await executeNanoBanana(ctx);
+
+    expect(mockFetch).toHaveBeenCalledTimes(1);
+    expect(mockFetch).toHaveBeenCalledWith("/api/generate", expect.anything());
+    expect(ctx.trackSaveGeneration).not.toHaveBeenCalled();
+  });
+
   it("should add to global history on success", async () => {
     const node = makeNode();
     mockFetch.mockResolvedValueOnce({
diff --git a/src/store/execution/nanoBananaExecutor.ts b/src/store/execution/nanoBananaExecutor.ts
index 1a05b81f..8ae0b339 100644
--- a/src/store/execution/nanoBananaExecutor.ts
+++ b/src/store/execution/nanoBananaExecutor.ts
@@ -19,6 +19,7 @@ import {
 import { pollGenerateTask } from "./pollTaskCompletion";
 import { runWithFallback } from "./runWithFallback";
 import type { NodeExecutionContext } from "./types";
+import { isBrowserFileSystemPath } from "@/utils/browserFileSystem";
 
 export interface NanoBananaOptions {
   /** When true, falls back to stored inputImages/inputPrompt if no connections provide them. */
@@ -196,6 +197,7 @@ export async function executeNanoBanana(
         // Add to node's carousel history
         const newHistoryItem = {
           id: imageId,
+          image: result.image,
           timestamp,
           prompt: finalPrompt,
           aspectRatio: nodeData.aspectRatio,
@@ -235,7 +237,7 @@ export async function executeNanoBanana(
         }
 
         // Auto-save to generations folder if configured
-        if (generationsPath) {
+        if (generationsPath && !isBrowserFileSystemPath(generationsPath)) {
           const savePromise = fetch("/api/save-generation", {
             method: "POST",
             headers: { "Content-Type": "application/json" },
diff --git a/src/types/nodes.ts b/src/types/nodes.ts
index d382c634..c08667a6 100644
--- a/src/types/nodes.ts
+++ b/src/types/nodes.ts
@@ -151,10 +151,11 @@ export interface ImageHistoryItem {
 }
 
 /**
- * Carousel image item for per-node history (IDs only, images stored externally)
+ * Carousel image item for per-node history.
  */
 export interface CarouselImageItem {
   id: string;
+  image?: string; // Current-session fallback; stripped when externalizing workflow media
   timestamp: number;
   prompt: string;
   aspectRatio: AspectRatio;