diff --git a/blocksuite/affine/blocks/code/package.json b/blocksuite/affine/blocks/code/package.json
index 5af3375d3d..833a10f7db 100644
--- a/blocksuite/affine/blocks/code/package.json
+++ b/blocksuite/affine/blocks/code/package.json
@@ -11,6 +11,7 @@
   "license": "MIT",
   "dependencies": {
     "@blocksuite/affine-components": "workspace:*",
+    "@blocksuite/affine-gfx-turbo-renderer": "workspace:*",
     "@blocksuite/affine-inline-latex": "workspace:*",
     "@blocksuite/affine-inline-link": "workspace:*",
     "@blocksuite/affine-inline-preset": "workspace:*",
@@ -35,7 +36,8 @@
   },
   "exports": {
     ".": "./src/index.ts",
-    "./effects": "./src/effects.ts"
+    "./effects": "./src/effects.ts",
+    "./turbo-painter": "./src/turbo/code-painter.worker.ts"
   },
   "files": [
     "src",
diff --git a/blocksuite/affine/blocks/code/src/index.ts b/blocksuite/affine/blocks/code/src/index.ts
index dc06c61a67..4de4cf592b 100644
--- a/blocksuite/affine/blocks/code/src/index.ts
+++ b/blocksuite/affine/blocks/code/src/index.ts
@@ -3,3 +3,5 @@ export * from './code-block';
 export * from './code-block-config';
 export * from './code-block-spec';
 export * from './code-toolbar';
+export * from './turbo/code-layout-handler';
+export * from './turbo/code-painter.worker';
diff --git a/blocksuite/affine/blocks/code/src/turbo/code-layout-handler.ts b/blocksuite/affine/blocks/code/src/turbo/code-layout-handler.ts
new file mode 100644
index 0000000000..3a43ba2b85
--- /dev/null
+++ b/blocksuite/affine/blocks/code/src/turbo/code-layout-handler.ts
@@ -0,0 +1,71 @@
+import type { Rect } from '@blocksuite/affine-gfx-turbo-renderer';
+import {
+  BlockLayoutHandlerExtension,
+  BlockLayoutHandlersIdentifier,
+} from '@blocksuite/affine-gfx-turbo-renderer';
+import type { Container } from '@blocksuite/global/di';
+import type { EditorHost, GfxBlockComponent } from '@blocksuite/std';
+import { clientToModelCoord, type ViewportRecord } from '@blocksuite/std/gfx';
+import type { BlockModel } from '@blocksuite/store';
+
+import type { CodeLayout } from './code-painter.worker';
+
+export class CodeLayoutHandlerExtension extends BlockLayoutHandlerExtension<CodeLayout> {
+  readonly blockType = 'affine:code';
+
+  static override setup(di: Container) {
+    di.addImpl(
+      BlockLayoutHandlersIdentifier('code'),
+      CodeLayoutHandlerExtension
+    );
+  }
+
+  override queryLayout(
+    model: BlockModel,
+    host: EditorHost,
+    viewportRecord: ViewportRecord
+  ): CodeLayout | null {
+    const component = host.std.view.getBlock(model.id) as GfxBlockComponent;
+    if (!component) return null;
+
+    const codeBlockElement = component.querySelector(
+      '.affine-code-block-container'
+    );
+    if (!codeBlockElement) return null;
+
+    const { zoom, viewScale } = viewportRecord;
+    const codeLayout: CodeLayout = {
+      type: 'affine:code',
+      blockId: model.id,
+      rect: { x: 0, y: 0, w: 0, h: 0 },
+    };
+
+    // Get the bounding rect of the code block
+    const clientRect = codeBlockElement.getBoundingClientRect();
+    if (!clientRect) return null;
+
+    // Convert client coordinates to model coordinates
+    const [modelX, modelY] = clientToModelCoord(viewportRecord, [
+      clientRect.x,
+      clientRect.y,
+    ]);
+
+    codeLayout.rect = {
+      x: modelX,
+      y: modelY,
+      w: clientRect.width / zoom / viewScale,
+      h: clientRect.height / zoom / viewScale,
+    };
+
+    return codeLayout;
+  }
+
+  calculateBound(layout: CodeLayout) {
+    const rect: Rect = layout.rect;
+
+    return {
+      rect,
+      subRects: [rect],
+    };
+  }
+}
diff --git a/blocksuite/affine/blocks/code/src/turbo/code-painter.worker.ts b/blocksuite/affine/blocks/code/src/turbo/code-painter.worker.ts
new file mode 100644
index 0000000000..9b929a3152
--- /dev/null
+++ b/blocksuite/affine/blocks/code/src/turbo/code-painter.worker.ts
@@ -0,0 +1,53 @@
+import type {
+  BlockLayout,
+  BlockLayoutPainter,
+  WorkerToHostMessage,
+} from '@blocksuite/affine-gfx-turbo-renderer';
+import { BlockLayoutPainterExtension } from '@blocksuite/affine-gfx-turbo-renderer/painter';
+
+export interface CodeLayout extends BlockLayout {
+  type: 'affine:code';
+}
+
+function isCodeLayout(layout: BlockLayout): layout is CodeLayout {
+  return layout.type === 'affine:code';
+}
+
+class CodeLayoutPainter implements BlockLayoutPainter {
+  paint(
+    ctx: OffscreenCanvasRenderingContext2D,
+    layout: BlockLayout,
+    layoutBaseX: number,
+    layoutBaseY: number
+  ): void {
+    if (!isCodeLayout(layout)) {
+      const message: WorkerToHostMessage = {
+        type: 'paintError',
+        error: 'Invalid layout format',
+        blockType: 'affine:code',
+      };
+      self.postMessage(message);
+      return;
+    }
+
+    // Get the layout dimensions
+    const x = layout.rect.x - layoutBaseX;
+    const y = layout.rect.y - layoutBaseY;
+    const width = layout.rect.w;
+    const height = layout.rect.h;
+
+    // Simple white rectangle for now
+    ctx.fillStyle = 'white';
+    ctx.fillRect(x, y, width, height);
+
+    // Add a border to visualize the code block
+    ctx.strokeStyle = 'rgba(0, 0, 0, 0.1)';
+    ctx.lineWidth = 1;
+    ctx.strokeRect(x, y, width, height);
+  }
+}
+
+export const CodeLayoutPainterExtension = BlockLayoutPainterExtension(
+  'affine:code',
+  CodeLayoutPainter
+);
diff --git a/blocksuite/affine/blocks/code/tsconfig.json b/blocksuite/affine/blocks/code/tsconfig.json
index e5046f026e..0132fbfea1 100644
--- a/blocksuite/affine/blocks/code/tsconfig.json
+++ b/blocksuite/affine/blocks/code/tsconfig.json
@@ -8,6 +8,7 @@
   "include": ["./src"],
   "references": [
     { "path": "../../components" },
+    { "path": "../../gfx/turbo-renderer" },
     { "path": "../../inlines/latex" },
     { "path": "../../inlines/link" },
     { "path": "../../inlines/preset" },
diff --git a/packages/frontend/core/src/blocksuite/extensions/turbo-painter.worker.ts b/packages/frontend/core/src/blocksuite/extensions/turbo-painter.worker.ts
index d8767fd39d..4ee5a1dd0b 100644
--- a/packages/frontend/core/src/blocksuite/extensions/turbo-painter.worker.ts
+++ b/packages/frontend/core/src/blocksuite/extensions/turbo-painter.worker.ts
@@ -1,3 +1,4 @@
+import { CodeLayoutPainterExtension } from '@blocksuite/affine/blocks/code';
 import { ListLayoutPainterExtension } from '@blocksuite/affine/blocks/list';
 import { NoteLayoutPainterExtension } from '@blocksuite/affine/blocks/note';
 import { ParagraphLayoutPainterExtension } from '@blocksuite/affine/blocks/paragraph';
@@ -7,4 +8,5 @@ new ViewportLayoutPainter([
   ParagraphLayoutPainterExtension,
   ListLayoutPainterExtension,
   NoteLayoutPainterExtension,
+  CodeLayoutPainterExtension,
 ]);
diff --git a/packages/frontend/core/src/blocksuite/extensions/turbo-renderer.ts b/packages/frontend/core/src/blocksuite/extensions/turbo-renderer.ts
index 70478278ca..4b27de2669 100644
--- a/packages/frontend/core/src/blocksuite/extensions/turbo-renderer.ts
+++ b/packages/frontend/core/src/blocksuite/extensions/turbo-renderer.ts
@@ -1,4 +1,5 @@
 import { getWorkerUrl } from '@affine/env/worker';
+import { CodeLayoutHandlerExtension } from '@blocksuite/affine/blocks/code';
 import { ListLayoutHandlerExtension } from '@blocksuite/affine/blocks/list';
 import { NoteLayoutHandlerExtension } from '@blocksuite/affine/blocks/note';
 import { ParagraphLayoutHandlerExtension } from '@blocksuite/affine/blocks/paragraph';
@@ -17,6 +18,7 @@ export function patchTurboRendererExtension() {
     ParagraphLayoutHandlerExtension,
     ListLayoutHandlerExtension,
     NoteLayoutHandlerExtension,
+    CodeLayoutHandlerExtension,
     TurboRendererConfigFactory({
       options: {
         zoomThreshold: 1,
diff --git a/tools/utils/src/workspace.gen.ts b/tools/utils/src/workspace.gen.ts
index 54fdca6484..b3bdb73ec4 100644
--- a/tools/utils/src/workspace.gen.ts
+++ b/tools/utils/src/workspace.gen.ts
@@ -111,6 +111,7 @@ export const PackageList = [
     name: '@blocksuite/affine-block-code',
     workspaceDependencies: [
       'blocksuite/affine/components',
+      'blocksuite/affine/gfx/turbo-renderer',
       'blocksuite/affine/inlines/latex',
       'blocksuite/affine/inlines/link',
       'blocksuite/affine/inlines/preset',
diff --git a/yarn.lock b/yarn.lock
index 962f910057..3bb06d344d 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2450,6 +2450,7 @@ __metadata:
   resolution: "@blocksuite/affine-block-code@workspace:blocksuite/affine/blocks/code"
   dependencies:
     "@blocksuite/affine-components": "workspace:*"
+    "@blocksuite/affine-gfx-turbo-renderer": "workspace:*"
     "@blocksuite/affine-inline-latex": "workspace:*"
     "@blocksuite/affine-inline-link": "workspace:*"
     "@blocksuite/affine-inline-preset": "workspace:*"
@@ -20555,13 +20556,13 @@ __metadata:
   linkType: hard
 
 "eslint-config-prettier@npm:^10.0.0":
-  version: 10.1.1
-  resolution: "eslint-config-prettier@npm:10.1.1"
+  version: 10.1.2
+  resolution: "eslint-config-prettier@npm:10.1.2"
   peerDependencies:
     eslint: ">=7.0.0"
   bin:
     eslint-config-prettier: bin/cli.js
-  checksum: 10/e78e195a4f19e0de9bf655648bb3433877d6a5368537f1b1049976b74180844a00dd7c1ba3144e3da6e8b6864f8dcdfcda6c7338a537883fcf5b212ef6dcd0e0
+  checksum: 10/7b096cbb75ff57cee933451e9c8bd2926688bc603a7d74c3d89b2bd57324cb0346c7e95ac24b17ef2dd2050bb870602c032368f11bf57c2962210418a99caf3f
   languageName: node
   linkType: hard
 
@@ -22992,8 +22993,8 @@ __metadata:
   linkType: hard
 
 "http-proxy-middleware@npm:^2.0.7":
-  version: 2.0.8
-  resolution: "http-proxy-middleware@npm:2.0.8"
+  version: 2.0.9
+  resolution: "http-proxy-middleware@npm:2.0.9"
   dependencies:
     "@types/http-proxy": "npm:^1.17.8"
     http-proxy: "npm:^1.18.1"
@@ -23005,13 +23006,13 @@ __metadata:
   peerDependenciesMeta:
     "@types/express":
       optional: true
-  checksum: 10/77f54a73ca97fc453d535d9dee702392348505909105bf8868ddcc799903e553bfe5180aaec6e022bf23685072df6b0f91a0884331c2c3245ccf61ad1647fa27
+  checksum: 10/4ece416a91d52e96f8136c5f4abfbf7ac2f39becbad21fa8b158a12d7e7d8f808287ff1ae342b903fd1f15f2249dee87fabc09e1f0e73106b83331c496d67660
   languageName: node
   linkType: hard
 
 "http-proxy-middleware@npm:^3.0.3":
-  version: 3.0.4
-  resolution: "http-proxy-middleware@npm:3.0.4"
+  version: 3.0.5
+  resolution: "http-proxy-middleware@npm:3.0.5"
   dependencies:
     "@types/http-proxy": "npm:^1.17.15"
     debug: "npm:^4.3.6"
@@ -23019,7 +23020,7 @@ __metadata:
     is-glob: "npm:^4.0.3"
     is-plain-object: "npm:^5.0.0"
     micromatch: "npm:^4.0.8"
-  checksum: 10/3e0f4ae61b62ba14ac6821f5208b5590ac5ec4a1a0cfbd5e643ca7b75540dabab2d83b81ad046bdf06365ba15cb7e237aaa2836398922f6777ee82f90393d704
+  checksum: 10/83c1956be6451a5f4a2f3c7b3d84085dbd47e1efb5bb684c1ed668a6606c18c7c07be823b0dbba1326955b64cf88de2672492940b0b48d140215fbdb06105c9a
   languageName: node
   linkType: hard
 
@@ -32930,9 +32931,9 @@ __metadata:
   linkType: hard
 
 "undici@npm:^7.1.0":
-  version: 7.7.0
-  resolution: "undici@npm:7.7.0"
-  checksum: 10/629861f30411f43b276163a9aa3f6b74b70a6fb911f3389220524bfb149003771447ec6779f3d49f8a9cf54f9aa09b5b5c1b35521c25344df48e4f4aae1e21aa
+  version: 7.8.0
+  resolution: "undici@npm:7.8.0"
+  checksum: 10/bbd1fd9e63f0842196fc0210ffb36c29eed2841f1499e149718b96e52e195afe3ccaaa2da76aae4253cd5cc58a26b20836f7a98db11f335b594009603cc72eec
   languageName: node
   linkType: hard