diff --git a/blocksuite/affine/shared/package.json b/blocksuite/affine/shared/package.json
index 684d610d50..dfe905b26d 100644
--- a/blocksuite/affine/shared/package.json
+++ b/blocksuite/affine/shared/package.json
@@ -46,6 +46,7 @@
     "remark-math": "^6.0.0",
     "remark-parse": "^11.0.0",
     "remark-stringify": "^11.0.0",
+    "tweakpane": "^4.0.5",
     "unified": "^11.0.5",
     "yjs": "^13.6.21",
     "zod": "^3.23.8"
diff --git a/blocksuite/affine/shared/src/viewport-renderer/painter.worker.ts b/blocksuite/affine/shared/src/viewport-renderer/painter.worker.ts
index 5ee60505c0..be7c13958f 100644
--- a/blocksuite/affine/shared/src/viewport-renderer/painter.worker.ts
+++ b/blocksuite/affine/shared/src/viewport-renderer/painter.worker.ts
@@ -31,7 +31,6 @@ const font = new FontFace(
 );
 // @ts-expect-error worker env
 self.fonts && self.fonts.add(font);
-font.load().catch(console.error);
 
 function getBaseline() {
   const fontSize = 15;
@@ -57,9 +56,15 @@ class SectionPainter {
     this.canvas = new OffscreenCanvas(width, height);
     this.ctx = this.canvas.getContext('2d')!;
     this.ctx.scale(dpr, dpr);
-    this.ctx.fillStyle = 'lightgrey';
-    this.ctx.fillRect(0, 0, width, height);
     this.zoom = zoom;
+    this.clearBackground();
+  }
+
+  private clearBackground() {
+    if (!this.canvas || !this.ctx) return;
+    this.ctx.clearRect(0, 0, this.canvas.width, this.canvas.height);
+    this.ctx.fillStyle = 'white';
+    this.ctx.fillRect(0, 0, this.canvas.width, this.canvas.height);
   }
 
   paint(section: SectionLayout) {
@@ -70,6 +75,8 @@ class SectionPainter {
       return;
     }
 
+    this.clearBackground();
+
     ctx.scale(this.zoom, this.zoom);
 
     // Track rendered positions to avoid duplicate rendering across all paragraphs and sentences
@@ -105,9 +112,23 @@ class SectionPainter {
 }
 
 const painter = new SectionPainter();
+let fontLoaded = false;
+
+font
+  .load()
+  .then(() => {
+    fontLoaded = true;
+  })
+  .catch(console.error);
 
 self.onmessage = async (e: MessageEvent<WorkerMessage>) => {
   const { type, data } = e.data;
+
+  if (!fontLoaded) {
+    await font.load();
+    fontLoaded = true;
+  }
+
   switch (type) {
     case 'initSection': {
       const { width, height, dpr, zoom } = data;
@@ -115,7 +136,6 @@ self.onmessage = async (e: MessageEvent<WorkerMessage>) => {
       break;
     }
     case 'paintSection': {
-      await font.load();
       const { section } = data;
       painter.paint(section);
       break;
diff --git a/blocksuite/affine/shared/src/viewport-renderer/viewport-renderer.ts b/blocksuite/affine/shared/src/viewport-renderer/viewport-renderer.ts
index b84a9fb68c..ea53fe0d18 100644
--- a/blocksuite/affine/shared/src/viewport-renderer/viewport-renderer.ts
+++ b/blocksuite/affine/shared/src/viewport-renderer/viewport-renderer.ts
@@ -6,6 +6,7 @@ import {
 } from '@blocksuite/block-std';
 import { GfxControllerIdentifier } from '@blocksuite/block-std/gfx';
 import { type Container, type ServiceIdentifier } from '@blocksuite/global/di';
+import { Pane } from 'tweakpane';
 
 import { getSentenceRects, segmentSentences } from './text-utils.js';
 import { type ParagraphLayout, type SectionLayout } from './types.js';
@@ -24,6 +25,7 @@ export class ViewportTurboRendererExtension extends LifeCycleWatcher {
   private lastZoom: number | null = null;
   private lastSection: SectionLayout | null = null;
   private lastBitmap: ImageBitmap | null = null;
+  private debugPane: Pane | null = null;
 
   constructor(std: BlockStdScope) {
     super(std);
@@ -33,20 +35,57 @@ export class ViewportTurboRendererExtension extends LifeCycleWatcher {
   }
 
   override mounted() {
-    const targetContainer = document.querySelector('#right-column')!;
-    if (!targetContainer.querySelector('canvas')) {
-      targetContainer.append(this.canvas);
+    const viewportElement = document.querySelector('.affine-edgeless-viewport');
+    if (viewportElement) {
+      viewportElement.append(this.canvas);
+      this.debugPane = new Pane({ container: viewportElement as HTMLElement });
+      this.initTweakpane();
     }
+    this.viewport.viewportUpdated.on(async () => {
+      await this.render();
+    });
+
+    document.fonts.load('15px Inter').then(async () => {
+      await this.render();
+    });
   }
 
   override unmounted() {
     if (this.lastBitmap) {
       this.lastBitmap.close();
     }
+    if (this.debugPane) {
+      this.debugPane.dispose();
+      this.debugPane = null;
+    }
     this.worker.terminate();
     this.canvas.remove();
   }
 
+  private initTweakpane() {
+    if (!this.debugPane) return;
+
+    const paneElement = this.debugPane.element;
+    paneElement.style.position = 'absolute';
+    paneElement.style.top = '10px';
+    paneElement.style.left = '10px';
+    paneElement.style.width = '250px';
+
+    this.debugPane.title = 'Viewport Turbo Renderer';
+
+    const params = {
+      enabled: true,
+    };
+
+    this.debugPane
+      .addBinding(params, 'enabled', {
+        label: 'Enable',
+      })
+      .on('change', ({ value }) => {
+        this.canvas.style.display = value ? 'block' : 'none';
+      });
+  }
+
   get viewport() {
     return this.std.get(GfxControllerIdentifier).viewport;
   }
@@ -56,6 +95,8 @@ export class ViewportTurboRendererExtension extends LifeCycleWatcher {
   }
 
   getHostLayout() {
+    if (!document.fonts.check('15px Inter')) return null;
+
     const paragraphBlocks = this.std.host.querySelectorAll(
       '.affine-paragraph-rich-text-wrapper [data-v-text="true"]'
     );
@@ -169,10 +210,14 @@ export class ViewportTurboRendererExtension extends LifeCycleWatcher {
   private syncCanvasSize() {
     const hostRect = this.getHostRect();
     const dpr = window.devicePixelRatio;
-    this.canvas.style.width = `${hostRect.width}px`;
-    this.canvas.style.height = `${hostRect.height}px`;
+    this.canvas.style.position = 'absolute';
+    this.canvas.style.left = '0px';
+    this.canvas.style.top = '0px';
+    this.canvas.style.width = '100%';
+    this.canvas.style.height = '100%';
     this.canvas.width = hostRect.width * dpr;
     this.canvas.height = hostRect.height * dpr;
+    this.canvas.style.pointerEvents = 'none';
   }
 
   private updateCacheState(section: SectionLayout, bitmapCopy: ImageBitmap) {
@@ -225,7 +270,6 @@ export class ViewportTurboRendererExtension extends LifeCycleWatcher {
 
   public async render(): Promise<void> {
     const hostLayout = this.getHostLayout();
-
     if (!hostLayout) return;
 
     const { section } = hostLayout;
diff --git a/blocksuite/playground/examples/renderer/editor.ts b/blocksuite/playground/examples/renderer/editor.ts
index cb6ef5a4f6..192f163a1b 100644
--- a/blocksuite/playground/examples/renderer/editor.ts
+++ b/blocksuite/playground/examples/renderer/editor.ts
@@ -12,10 +12,11 @@ presetsEffects();
 
 export const doc = createEmptyDoc().init();
 export const editor = new AffineEditorContainer();
-editor.pageSpecs = editor.pageSpecs.concat([ViewportTurboRendererExtension]);
-editor.edgelessSpecs = editor.edgelessSpecs.concat([
+editor.pageSpecs = [...editor.pageSpecs, ViewportTurboRendererExtension];
+editor.edgelessSpecs = [
+  ...editor.edgelessSpecs,
   ViewportTurboRendererExtension,
-]);
+];
 
 editor.doc = doc;
 editor.mode = 'edgeless';
diff --git a/blocksuite/playground/examples/renderer/index.html b/blocksuite/playground/examples/renderer/index.html
index 8f39feffc6..2cc387fc4b 100644
--- a/blocksuite/playground/examples/renderer/index.html
+++ b/blocksuite/playground/examples/renderer/index.html
@@ -15,45 +15,15 @@
         background-color: var(--affine-white-90);
         transition: background-color 0.3s;
       }
-
       #container {
-        display: flex;
+        position: relative;
         width: 100%;
         height: 100%;
       }
-
-      #left-column {
-        flex: 1;
-        padding: 20px;
-        border-right: 1px solid #e0e0e0;
-      }
-
-      #right-column {
-        flex: 1;
-        padding: 20px;
-        position: relative;
-        display: flex;
-        align-items: flex-end;
-        justify-content: center;
-      }
-
-      .top-bar {
-        position: absolute;
-        top: 0;
-        left: 0;
-        padding: 5px;
-      }
     </style>
   </head>
   <body>
-    <div id="container">
-      <div id="left-column"></div>
-      <div id="right-column">
-        <div class="top-bar">
-          <div id="tweakpane-container"></div>
-        </div>
-      </div>
-    </div>
+    <div id="container"></div>
     <script type="module" src="./main.ts"></script>
   </body>
 </html>
diff --git a/blocksuite/playground/examples/renderer/main.ts b/blocksuite/playground/examples/renderer/main.ts
index c77798153e..f31b49bc83 100644
--- a/blocksuite/playground/examples/renderer/main.ts
+++ b/blocksuite/playground/examples/renderer/main.ts
@@ -1,59 +1,7 @@
-import { ViewportTurboRendererIdentifier } from '@blocksuite/affine-shared/viewport-renderer';
-import { GfxControllerIdentifier } from '@blocksuite/block-std/gfx';
-import { nextTick } from '@blocksuite/global/utils';
 import { Text } from '@blocksuite/store';
-import { Pane } from 'tweakpane';
 
 import { doc, editor } from './editor.js';
 
-type DocMode = 'page' | 'edgeless';
-
-async function handleToCanvasClick() {
-  const renderer = editor.std.get(ViewportTurboRendererIdentifier);
-  await renderer.render();
-  const viewport = editor.std.get(GfxControllerIdentifier).viewport;
-  viewport.viewportUpdated.on(async () => {
-    await renderer.render();
-  });
-}
-
-async function handleModeChange(mode: DocMode) {
-  editor.mode = mode;
-  await nextTick();
-
-  const renderer = editor.std.get(ViewportTurboRendererIdentifier);
-  await renderer.render();
-}
-
-function initUI() {
-  const pane = new Pane({
-    container: document.querySelector('#tweakpane-container') as HTMLElement,
-  });
-
-  const params = {
-    mode: 'edgeless' as DocMode,
-  };
-
-  pane
-    .addButton({
-      title: 'To Canvas',
-    })
-    .on('click', () => {
-      handleToCanvasClick().catch(console.error);
-    });
-  pane
-    .addBinding(params, 'mode', {
-      label: 'Editor Mode',
-      options: {
-        Doc: 'page',
-        Edgeless: 'edgeless',
-      },
-    })
-    .on('change', ({ value }) => {
-      handleModeChange(value as DocMode).catch(console.error);
-    });
-}
-
 function addParagraph(content: string) {
   const note = doc.getBlocksByFlavour('affine:note')[0];
   const props = {
@@ -63,9 +11,7 @@ function addParagraph(content: string) {
 }
 
 function main() {
-  initUI();
-
-  document.querySelector('#left-column')?.append(editor);
+  document.querySelector('#container')?.append(editor);
   const firstParagraph = doc.getBlockByFlavour('affine:paragraph')[0];
   doc.updateBlock(firstParagraph, { text: new Text('Renderer') });
 
diff --git a/yarn.lock b/yarn.lock
index 79ac7f5611..492572e3b7 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3754,6 +3754,7 @@ __metadata:
     remark-math: "npm:^6.0.0"
     remark-parse: "npm:^11.0.0"
     remark-stringify: "npm:^11.0.0"
+    tweakpane: "npm:^4.0.5"
     unified: "npm:^11.0.5"
     vitest: "npm:3.0.5"
     yjs: "npm:^13.6.21"
@@ -32935,7 +32936,7 @@ __metadata:
   languageName: node
   linkType: hard
 
-"tweakpane@npm:^4.0.4":
+"tweakpane@npm:^4.0.4, tweakpane@npm:^4.0.5":
   version: 4.0.5
   resolution: "tweakpane@npm:4.0.5"
   checksum: 10/7719a15ce96dd2b936b277239ccb18ee6a75ed2416a6bdacfc537515d909da6edd50161b12e91441ace5243efad3a14a98fe6e5475cae2617d7647a197117e64