diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
new file mode 100644
index 0000000..aa42485
--- /dev/null
+++ b/.github/workflows/tests.yml
@@ -0,0 +1,66 @@
+name: Tests
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - '*'
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: false
+
+jobs:
+  ui-tests:
+    name: ui-tests
+    runs-on: ubuntu-latest
+
+    env:
+      PLAYWRIGHT_BROWSERS_PATH: ${{ github.workspace }}/pw-browsers
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v5
+
+      - name: Base Setup
+        uses: jupyterlab/maintainer-tools/.github/actions/base-setup@v1
+
+      - name: Install the extension
+        run: |
+          set -eux
+          pip install "jupyterlab>=4.4.0,<5"
+          pip install -e ".[test]"
+
+      - name: Install tests dependencies
+        working-directory: ui-tests
+        env:
+          YARN_ENABLE_IMMUTABLE_INSTALLS: 0
+          PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD: 1
+        run: jlpm install
+
+      - name: Set up browser cache
+        uses: actions/cache@v4
+        with:
+          path: |
+            ${{ github.workspace }}/pw-browsers
+          key: ${{ runner.os }}-${{ hashFiles('ui-tests/yarn.lock') }}
+
+      - name: Install browser
+        run: jlpm playwright install chromium
+        working-directory: ui-tests
+
+      - name: Execute integration tests
+        working-directory: ui-tests
+        run: |
+          jlpm test --retries=2
+
+      - name: Upload Playwright Test report
+        if: always()
+        uses: actions/upload-artifact@v4
+        with:
+          name: jupyterlab-diff-ui-tests-report-${{ github.run_id }}
+          path: |
+            ui-tests/test-results
+            ui-tests/playwright-report
diff --git a/.gitignore b/.gitignore
index cb2fed6..21e23be 100644
--- a/.gitignore
+++ b/.gitignore
@@ -119,3 +119,7 @@ dmypy.json
 
 # Yarn cache
 .yarn/
+
+# Integration tests
+ui-tests/test-results/
+ui-tests/playwright-report/
diff --git a/package.json b/package.json
index 13e1b41..29156b9 100644
--- a/package.json
+++ b/package.json
@@ -123,7 +123,11 @@
         "node_modules",
         "dist",
         "coverage",
-        "**/*.d.ts"
+        "**/*.d.ts",
+        "tests",
+        "**/__tests__",
+        "ui-tests",
+        ".venv"
     ],
     "eslintConfig": {
         "extends": [
diff --git a/src/widget.ts b/src/widget.ts
index edad717..176b1c6 100644
--- a/src/widget.ts
+++ b/src/widget.ts
@@ -131,6 +131,7 @@ export abstract class BaseDiffWidget extends Widget {
   private _createButtons(footer: any): void {
     this._toggleButton = new ToolbarButton({
       label: this._trans.__('Compare changes'),
+      tooltip: this._trans.__('Compare changes'),
       enabled: true,
       className: 'jp-DiffView-toggle',
       onClick: () => {
diff --git a/ui-tests/README.md b/ui-tests/README.md
new file mode 100644
index 0000000..9182514
--- /dev/null
+++ b/ui-tests/README.md
@@ -0,0 +1,167 @@
+# Integration Testing
+
+This folder contains the integration tests of the extension.
+
+They are defined using [Playwright](https://playwright.dev/docs/intro) test runner
+and [Galata](https://github.com/jupyterlab/jupyterlab/tree/main/galata) helper.
+
+The Playwright configuration is defined in [playwright.config.js](./playwright.config.js).
+
+The JupyterLab server configuration to use for the integration test is defined
+in [jupyter_server_test_config.py](./jupyter_server_test_config.py).
+
+The default configuration will produce video for failing tests and an HTML report.
+
+> There is a UI mode that you may like; see [that video](https://www.youtube.com/watch?v=jF0yA-JLQW0).
+
+## Run the tests
+
+> All commands are assumed to be executed from the root directory
+
+To run the tests, you need to:
+
+1. Compile the extension:
+
+```sh
+jlpm install
+jlpm build:prod
+```
+
+> Check the extension is installed in JupyterLab.
+
+2. Install test dependencies (needed only once):
+
+```sh
+cd ./ui-tests
+jlpm install
+jlpm playwright install
+cd ..
+```
+
+3. Execute the [Playwright](https://playwright.dev/docs/intro) tests:
+
+```sh
+cd ./ui-tests
+jlpm playwright test
+```
+
+Test results will be shown in the terminal. In case of any test failures, the test report
+will be opened in your browser at the end of the tests execution; see
+[Playwright documentation](https://playwright.dev/docs/test-reporters#html-reporter)
+for configuring that behavior.
+
+## Update the tests snapshots
+
+> All commands are assumed to be executed from the root directory
+
+If you are comparing snapshots to validate your tests, you may need to update
+the reference snapshots stored in the repository. To do that, you need to:
+
+1. Compile the extension:
+
+```sh
+jlpm install
+jlpm build:prod
+```
+
+> Check the extension is installed in JupyterLab.
+
+2. Install test dependencies (needed only once):
+
+```sh
+cd ./ui-tests
+jlpm install
+jlpm playwright install
+cd ..
+```
+
+3. Execute the [Playwright](https://playwright.dev/docs/intro) command:
+
+```sh
+cd ./ui-tests
+jlpm playwright test -u
+```
+
+> Some discrepancy may occurs between the snapshots generated on your computer and
+> the one generated on the CI. To ease updating the snapshots on a PR, you can
+> type `please update playwright snapshots` to trigger the update by a bot on the CI.
+> Once the bot has computed new snapshots, it will commit them to the PR branch.
+
+## Create tests
+
+> All commands are assumed to be executed from the root directory
+
+To create tests, the easiest way is to use the code generator tool of playwright:
+
+1. Compile the extension:
+
+```sh
+jlpm install
+jlpm build:prod
+```
+
+> Check the extension is installed in JupyterLab.
+
+2. Install test dependencies (needed only once):
+
+```sh
+cd ./ui-tests
+jlpm install
+jlpm playwright install
+cd ..
+```
+
+3. Start the server:
+
+```sh
+cd ./ui-tests
+jlpm start
+```
+
+4. Execute the [Playwright code generator](https://playwright.dev/docs/codegen) in **another terminal**:
+
+```sh
+cd ./ui-tests
+jlpm playwright codegen localhost:8888
+```
+
+## Debug tests
+
+> All commands are assumed to be executed from the root directory
+
+To debug tests, a good way is to use the inspector tool of playwright:
+
+1. Compile the extension:
+
+```sh
+jlpm install
+jlpm build:prod
+```
+
+> Check the extension is installed in JupyterLab.
+
+2. Install test dependencies (needed only once):
+
+```sh
+cd ./ui-tests
+jlpm install
+jlpm playwright install
+cd ..
+```
+
+3. Execute the Playwright tests in [debug mode](https://playwright.dev/docs/debug):
+
+```sh
+cd ./ui-tests
+jlpm playwright test --debug
+```
+
+## Upgrade Playwright and the browsers
+
+To update the web browser versions, you must update the package `@playwright/test`:
+
+```sh
+cd ./ui-tests
+jlpm up "@playwright/test"
+jlpm playwright install
+```
diff --git a/ui-tests/jupyter_server_test_config.py b/ui-tests/jupyter_server_test_config.py
new file mode 100644
index 0000000..632b2ee
--- /dev/null
+++ b/ui-tests/jupyter_server_test_config.py
@@ -0,0 +1,14 @@
+"""Server configuration for integration tests.
+
+!! Never use this configuration in production because it
+opens the server to the world and provide access to JupyterLab
+JavaScript objects through the global window variable.
+"""
+from jupyterlab.galata import configure_jupyter_server
+
+configure_jupyter_server(c)
+
+c.FileContentsManager.delete_to_trash = False
+
+# Uncomment to set server log level to debug level
+# c.ServerApp.log_level = "DEBUG"
diff --git a/ui-tests/package.json b/ui-tests/package.json
new file mode 100644
index 0000000..990d204
--- /dev/null
+++ b/ui-tests/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "jupyterlab-diff-ui-tests",
+  "version": "1.0.0",
+  "description": "jupyterlab-diff Integration Tests",
+  "private": true,
+  "scripts": {
+    "start": "jupyter lab --config jupyter_server_test_config.py",
+    "test": "jlpm playwright test",
+    "test:update": "jlpm playwright test --update-snapshots"
+  },
+  "devDependencies": {
+    "@jupyterlab/galata": "^5.4.0",
+    "@playwright/test": "^1.55.1"
+  }
+}
diff --git a/ui-tests/playwright.config.js b/ui-tests/playwright.config.js
new file mode 100644
index 0000000..9938a85
--- /dev/null
+++ b/ui-tests/playwright.config.js
@@ -0,0 +1,23 @@
+/**
+ * Configuration for Playwright using default from @jupyterlab/galata
+ */
+const baseConfig = require('@jupyterlab/galata/lib/playwright-config');
+
+module.exports = {
+  ...baseConfig,
+  use: {
+    ...baseConfig.use,
+    video: process.env.PWVIDEO || 'retain-on-failure',
+    launchOptions: {
+      slowMo: process.env.PWSLOWMO ? parseInt(process.env.PWSLOWMO) : 0
+    }
+  },
+  webServer: [
+    {
+      command: 'jlpm start',
+      url: 'http://localhost:8888/lab',
+      timeout: 120 * 1000,
+      reuseExistingServer: !process.env.CI
+    }
+  ]
+};
diff --git a/ui-tests/tests/split-cell-diff.spec.ts b/ui-tests/tests/split-cell-diff.spec.ts
new file mode 100644
index 0000000..c69ed8d
--- /dev/null
+++ b/ui-tests/tests/split-cell-diff.spec.ts
@@ -0,0 +1,117 @@
+import { expect, IJupyterLabPageFixture, test } from '@jupyterlab/galata';
+import { NotebookPanel } from '@jupyterlab/notebook';
+
+/**
+ * The command to open the cell split diff view.
+ */
+const SPLIT_CELL_DIFF_COMMAND = 'jupyterlab-cell-diff:show-codemirror';
+
+/**
+ * Setup a notebook cell with diff view.
+ */
+async function setupCellWithDiff(
+  page: IJupyterLabPageFixture,
+  originalSource: string,
+  newSource: string
+) {
+  await page.notebook.createNew();
+  await page.notebook.setCell(0, 'code', originalSource);
+
+  await page.evaluate(
+    async ({ originalSource, newSource, command }) => {
+      await window.jupyterapp.commands.execute(command, {
+        originalSource,
+        newSource,
+        showActionButtons: true,
+        openDiff: true
+      });
+    },
+    { originalSource, newSource, command: SPLIT_CELL_DIFF_COMMAND }
+  );
+
+  return page.locator('.cm-mergeView');
+}
+
+/**
+ * Get the content of the first cell in the active notebook.
+ */
+async function getCellContent(page: IJupyterLabPageFixture): Promise<string> {
+  return await page.evaluate(() => {
+    const nbPanel = window.jupyterapp.shell.currentWidget as NotebookPanel;
+    return nbPanel.content.widgets[0].model.sharedModel.getSource();
+  });
+}
+
+test.describe('Cell Diff Extension', () => {
+  test.beforeEach(async ({ page }) => {
+    await page.sidebar.close();
+  });
+
+  test('should show diff with action buttons', async ({ page }) => {
+    const originalSource = 'print("Hello, World!")';
+    const newSource = 'print("Hello, JupyterLab!")\nprint("Testing diffs")';
+
+    const diffWidget = await setupCellWithDiff(page, originalSource, newSource);
+    await expect(diffWidget).toBeVisible();
+
+    const toggleButton = page.getByRole('button', { name: 'Compare changes' });
+    await expect(toggleButton).toBeVisible();
+
+    const acceptButton = page.getByRole('button', { name: 'Accept Changes' });
+    await expect(acceptButton).toBeVisible();
+
+    const rejectButton = page.getByRole('button', { name: 'Reject Changes' });
+    await expect(rejectButton).toBeVisible();
+  });
+
+  test('should accept changes when accept button is clicked', async ({
+    page
+  }) => {
+    const originalSource = 'x = 1';
+    const newSource = 'x = 2';
+
+    const diffWidget = await setupCellWithDiff(page, originalSource, newSource);
+    await expect(diffWidget).toBeVisible();
+
+    const acceptButton = page.getByRole('button', { name: 'Accept Changes' });
+    await acceptButton.click();
+
+    const cellContent = await getCellContent(page);
+    expect(cellContent).toBe(newSource);
+  });
+
+  test('should reject changes when reject button is clicked', async ({
+    page
+  }) => {
+    const originalSource = 'y = 10';
+    const newSource = 'y = 20';
+
+    const diffWidget = await setupCellWithDiff(page, originalSource, newSource);
+    await expect(diffWidget).toBeVisible();
+
+    const rejectButton = page.getByRole('button', { name: 'Reject Changes' });
+    await rejectButton.click();
+
+    const cellContent = await getCellContent(page);
+    expect(cellContent).toBe(originalSource);
+  });
+
+  test('should toggle diff visibility', async ({ page }) => {
+    const originalSource = 'z = 100';
+    const newSource = 'z = 200';
+
+    const diffWidget = await setupCellWithDiff(page, originalSource, newSource);
+    await expect(diffWidget).toBeVisible();
+
+    const toggleButton = page
+      .getByRole('button', { name: 'Compare changes' })
+      .first();
+    await toggleButton.click({ force: true });
+
+    await expect(diffWidget).toBeHidden();
+
+    await toggleButton.click({ force: true });
+
+    await expect(diffWidget).toBeVisible();
+  });
+});
diff --git a/ui-tests/yarn.lock b/ui-tests/yarn.lock
new file mode 100644
index 0000000..612dbae
--- /dev/null
+++ b/ui-tests/yarn.lock
@@ -0,0 +1,5158 @@
+# This file is generated by running "yarn install" inside your project.
+# Manual changes might be lost - proceed with caution!
+
+__metadata:
+  version: 6
+  cacheKey: 8
+
+"@babel/code-frame@npm:^7.12.13":
+  version: 7.27.1
+  resolution: "@babel/code-frame@npm:7.27.1"
+  dependencies:
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+    js-tokens: ^4.0.0
+    picocolors: ^1.1.1
+  checksum: 5874edc5d37406c4a0bb14cf79c8e51ad412fb0423d176775ac14fc0259831be1bf95bdda9c2aa651126990505e09a9f0ed85deaa99893bc316d2682c5115bdc
+  languageName: node
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+
+"@babel/helper-validator-identifier@npm:^7.27.1":
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+  resolution: "@babel/helper-validator-identifier@npm:7.27.1"
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+  languageName: node
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+"@codemirror/autocomplete@npm:^6.0.0, @codemirror/autocomplete@npm:^6.18.6, @codemirror/autocomplete@npm:^6.3.2, @codemirror/autocomplete@npm:^6.7.1":
+  version: 6.19.0
+  resolution: "@codemirror/autocomplete@npm:6.19.0"
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