diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index ded1afe..d80fc61 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -3,22 +3,45 @@ name: linkding CI
 on: [push]
 
 jobs:
-  run_tests:
-    name: Run Django Tests
+  unit_tests:
+    name: Unit Tests
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v1
+      - uses: actions/checkout@v3
       - name: Set up Python
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
           python-version: "3.10"
       - name: Set up Node
-        uses: actions/setup-node@v2
+        uses: actions/setup-node@v3
         with:
-          node-version: 14
-      - name: Install Python dependencies
-        run: pip install -r requirements.txt
+          node-version: 18
       - name: Install Node dependencies
         run: npm install
+      - name: Setup Python environment
+        run: pip install -r requirements.txt
       - name: Run tests
-        run: python manage.py test
+        run: python manage.py test bookmarks.tests
+  e2e_tests:
+    name: E2E Tests
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.10"
+      - name: Set up Node
+        uses: actions/setup-node@v3
+        with:
+          node-version: 18
+      - name: Install Node dependencies
+        run: npm install
+      - name: Setup Python environment
+        run: |
+          pip install -r requirements.txt
+          playwright install chromium
+          python manage.py compilescss
+          python manage.py collectstatic --ignore=*.scss
+      - name: Run tests
+        run: python manage.py test bookmarks.e2e
diff --git a/bookmarks/e2e/__init__.py b/bookmarks/e2e/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/bookmarks/e2e/helpers.py b/bookmarks/e2e/helpers.py
new file mode 100644
index 0000000..7a7116f
--- /dev/null
+++ b/bookmarks/e2e/helpers.py
@@ -0,0 +1,21 @@
+from django.contrib.staticfiles.testing import LiveServerTestCase
+from playwright.sync_api import BrowserContext
+
+from bookmarks.tests.helpers import BookmarkFactoryMixin
+
+
+class LinkdingE2ETestCase(LiveServerTestCase, BookmarkFactoryMixin):
+    def setUp(self) -> None:
+        self.client.force_login(self.get_or_create_test_user())
+        self.cookie = self.client.cookies['sessionid']
+
+    def setup_browser(self, playwright) -> BrowserContext:
+        browser = playwright.chromium.launch(headless=True)
+        context = browser.new_context()
+        context.add_cookies([{
+            'name': 'sessionid',
+            'value': self.cookie.value,
+            'domain': self.live_server_url.replace('http:', ''),
+            'path': '/'
+        }])
+        return context
diff --git a/bookmarks/e2e/test_bookmark_form.py b/bookmarks/e2e/test_bookmark_form.py
new file mode 100644
index 0000000..32f9913
--- /dev/null
+++ b/bookmarks/e2e/test_bookmark_form.py
@@ -0,0 +1,51 @@
+from django.urls import reverse
+from playwright.sync_api import sync_playwright
+
+from bookmarks.e2e.helpers import LinkdingE2ETestCase
+
+
+class BookmarkFormE2ETestCase(LinkdingE2ETestCase):
+    def test_create_should_check_for_existing_bookmark(self):
+        existing_bookmark = self.setup_bookmark(title='Existing title',
+                                                description='Existing description',
+                                                tags=[self.setup_tag(name='tag1'), self.setup_tag(name='tag2')],
+                                                website_title='Existing website title',
+                                                website_description='Existing website description',
+                                                unread=True)
+        tag_names = ' '.join(existing_bookmark.tag_names)
+
+        with sync_playwright() as p:
+            browser = self.setup_browser(p)
+            page = browser.new_page()
+            page.goto(self.live_server_url + reverse('bookmarks:new'))
+
+            # Enter bookmarked URL
+            page.get_by_label('URL').fill(existing_bookmark.url)
+            # Already bookmarked hint should be visible
+            page.get_by_text('This URL is already bookmarked.').wait_for(timeout=2000)
+            # Form should be pre-filled with data from existing bookmark
+            self.assertEqual(existing_bookmark.title, page.get_by_label('Title').input_value())
+            self.assertEqual(existing_bookmark.description, page.get_by_label('Description').input_value())
+            self.assertEqual(existing_bookmark.website_title, page.get_by_label('Title').get_attribute('placeholder'))
+            self.assertEqual(existing_bookmark.website_description,
+                             page.get_by_label('Description').get_attribute('placeholder'))
+            self.assertEqual(tag_names, page.get_by_label('Tags').input_value())
+            self.assertTrue(tag_names, page.get_by_label('Mark as unread').is_checked())
+
+            # Enter non-bookmarked URL
+            page.get_by_label('URL').fill('https://example.com/unknown')
+            # Already bookmarked hint should be hidden
+            page.get_by_text('This URL is already bookmarked.').wait_for(state='hidden', timeout=2000)
+
+            browser.close()
+
+    def test_edit_should_not_check_for_existing_bookmark(self):
+        bookmark = self.setup_bookmark()
+
+        with sync_playwright() as p:
+            browser = self.setup_browser(p)
+            page = browser.new_page()
+            page.goto(self.live_server_url + reverse('bookmarks:edit', args=[bookmark.id]))
+
+            page.wait_for_timeout(timeout=1000)
+            page.get_by_text('This URL is already bookmarked.').wait_for(state='hidden')
diff --git a/bookmarks/e2e/test_global_shortcuts.py b/bookmarks/e2e/test_global_shortcuts.py
new file mode 100644
index 0000000..1d60b45
--- /dev/null
+++ b/bookmarks/e2e/test_global_shortcuts.py
@@ -0,0 +1,30 @@
+from django.urls import reverse
+from playwright.sync_api import sync_playwright, expect
+
+from bookmarks.e2e.helpers import LinkdingE2ETestCase
+
+
+class GlobalShortcutsE2ETestCase(LinkdingE2ETestCase):
+    def test_focus_search(self):
+        with sync_playwright() as p:
+            browser = self.setup_browser(p)
+            page = browser.new_page()
+            page.goto(self.live_server_url + reverse('bookmarks:index'))
+
+            page.press('body', 's')
+
+            expect(page.get_by_placeholder('Search for words or #tags')).to_be_focused()
+
+            browser.close()
+
+    def test_add_bookmark(self):
+        with sync_playwright() as p:
+            browser = self.setup_browser(p)
+            page = browser.new_page()
+            page.goto(self.live_server_url + reverse('bookmarks:index'))
+
+            page.press('body', 'n')
+
+            expect(page).to_have_url(self.live_server_url + reverse('bookmarks:new'))
+
+            browser.close()
diff --git a/requirements.txt b/requirements.txt
index 9a0ff04..4aa9890 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -15,9 +15,12 @@ django-sass-processor==1.2.1
 django-widget-tweaks==1.4.12
 django4-background-tasks==1.2.7
 djangorestframework==3.13.1
+greenlet==2.0.1
 idna==3.3
 libsass==0.21.0
+playwright==1.29.1
 psycopg2-binary==2.9.5
+pyee==9.0.4
 python-dateutil==2.8.2
 pytz==2022.2.1
 rcssmin==1.1.0