diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml
new file mode 100644
index 0000000..0740d1a
--- /dev/null
+++ b/.github/workflows/stale.yml
@@ -0,0 +1,15 @@
+name: Close stale issues and pull requests
+
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: '0 0 * * *' # Run every day at midnight
+
+jobs:
+  stale:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/stale@v8
+        with:
+          days-before-stale: 30
+          exempt-issue-labels: in-progress,help-wanted,pinned,security,enhancement
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
new file mode 100644
index 0000000..6430779
--- /dev/null
+++ b/.github/workflows/test.yaml
@@ -0,0 +1,25 @@
+name: Test
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+
+    steps:
+    - uses: actions/checkout@v1
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install tox tox-gh-actions
+    - name: Test with tox
+      run: tox
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index e934991..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,22 +0,0 @@
-sudo: false
-cache: pip
-language: python
-python: 3.6
-dist: xenial
-
-env:
-    - TOX_ENV=pypy-django11
-    - TOX_ENV=py27-django11
-    - TOX_ENV=py35-django11
-    - TOX_ENV=py35-django20
-    - TOX_ENV=py36-django11
-    - TOX_ENV=py36-django20
-    - TOX_ENV=flake8
-    - TOX_ENV=docs
-
-install:
-    - pip install tox
-
-script:
-    tox -e $TOX_ENV
-
diff --git a/README.rst b/README.rst
index ed2e44f..8c0d4f6 100644
--- a/README.rst
+++ b/README.rst
@@ -35,9 +35,9 @@ To install, add the following to your ``settings.py``:
 
 1. ``django_statsd`` to the ``INSTALLED_APPS`` setting.
 2. ``django_statsd.middleware.StatsdMiddleware`` to the **top** of your
-    ``MIDDLEWARE_CLASSES``
+    ``MIDDLEWARE``
 3. ``django_statsd.middleware.StatsdMiddlewareTimer`` to the **bottom** of your
-    ``MIDDLEWARE_CLASSES``
+    ``MIDDLEWARE``
 
 Configuration
 -------------
diff --git a/django_statsd/__about__.py b/django_statsd/__about__.py
index 40d4875..195aa23 100644
--- a/django_statsd/__about__.py
+++ b/django_statsd/__about__.py
@@ -1,5 +1,5 @@
 __package_name__ = 'django-statsd'
-__version__ = '2.6.0'
+__version__ = '2.7.0'
 __author__ = 'Rick van Hattem'
 __author_email__ = 'Rick.van.Hattem@Fawo.nl'
 __description__ = (
diff --git a/django_statsd/middleware.py b/django_statsd/middleware.py
index 0c5c2cf..340c0e0 100644
--- a/django_statsd/middleware.py
+++ b/django_statsd/middleware.py
@@ -33,7 +33,12 @@
 
 
 def is_ajax(request):
-    return request.META.get('HTTP_X_REQUESTED_WITH') == 'XMLHttpRequest'
+    '''
+    Recreating the old Django is_ajax function. Note that this is not
+    guaranteed to be correct as it depends on jQuery style ajax
+    requests
+    '''
+    return request.headers.get('x-requested-with') == 'XMLHttpRequest'
 
 
 class WithTimer(object):
diff --git a/tests/settings.py b/tests/settings.py
index 93ff6ee..d7819fd 100644
--- a/tests/settings.py
+++ b/tests/settings.py
@@ -79,6 +79,7 @@
 # Make this unique, and don't share it with anybody.
 SECRET_KEY = '4f79$e&*4cfhk&k%uo*z0cjx&nvvayk-6wxkgf-apni5=q@!mz'
 
+# List of callables that know how to import templates from various sources.
 TEMPLATES = [
     {
         'BACKEND': 'django.template.backends.django.DjangoTemplates',
diff --git a/tests/test_app/urls.py b/tests/test_app/urls.py
index a57f0d4..0e90c90 100644
--- a/tests/test_app/urls.py
+++ b/tests/test_app/urls.py
@@ -1,7 +1,6 @@
 from django import urls
-
 from . import views
 
 urlpatterns = [
-    urls.re_path(r'^$', views.index, name='index'),
+    urls.path(r'', views.index, name='index'),
 ]
diff --git a/tests/urls.py b/tests/urls.py
index a17633c..673a62f 100644
--- a/tests/urls.py
+++ b/tests/urls.py
@@ -1,5 +1,5 @@
 from django import urls
 
 urlpatterns = [
-    urls.re_path(r'^test_app/$', urls.include('tests.test_app.urls')),
+    urls.path('test_app/', urls.include('tests.test_app.urls')),
 ]
diff --git a/tox.ini b/tox.ini
index 14275ed..4107adb 100644
--- a/tox.ini
+++ b/tox.ini
@@ -7,6 +7,14 @@ envlist =
 skip_missing_interpreters = True
 usedevelop = True
 
+[gh-actions]
+python =
+    3.6: py36
+    3.7: py37
+    3.8: py38
+    3.9: py39
+    3.10: py310
+
 [testenv]
 deps =
   setuptools
@@ -14,6 +22,9 @@ deps =
   django50: Django>=5.0,<5.1  # Added currently supported versions
   -r{toxinidir}/tests/requirements.txt
 
+envlist =
+    py3{8,9,10,11,12,13,14}-django{4.2,5.0},
+
 commands =
     python setup.py test