diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..ab14533
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,65 @@
+name: Tests and PyPI publishing
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - '*'
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  tests:
+    name: Run tests Python ${{ matrix.python }}, Django ${{ matrix.django }})
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python: ['3.8', '3.9', '3.10', '3.11']
+        django: ['3.2', '4.1', '4.2']
+        exclude:
+          - python: '3.11'
+            django: '3.2'
+
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python }}
+
+      - name: Install dependencies
+        run: pip install tox tox-gh-actions
+
+      - name: Run tests
+        run: tox
+        env:
+          PYTHON_VERSION: ${{ matrix.python }}
+          DJANGO: ${{ matrix.django }}
+
+      - name: Publish coverage report
+        uses: codecov/codecov-action@v3
+
+  publish:
+    name: Publish package to PyPI
+    runs-on: ubuntu-latest
+    needs:
+      - tests
+
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+
+      - name: Build sdist and wheel
+        run: |
+          pip install pip setuptools wheel --upgrade
+          python setup.py sdist bdist_wheel
+
+      - name: Publish a Python distribution to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/code-quality.yml b/.github/workflows/code-quality.yml
new file mode 100644
index 0000000..f8aa87e
--- /dev/null
+++ b/.github/workflows/code-quality.yml
@@ -0,0 +1,34 @@
+name: Linting and code quality
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+    paths:
+      - '**.py'
+      - .github/workflows/code_quality.yml
+  pull_request:
+    paths:
+      - '**.py'
+      - .github/workflows/code_quality.yml
+  workflow_dispatch:
+
+jobs:
+  linting:
+    name: Code-quality checks
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        toxenv:
+          - isort
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: '3.10'
+      - name: Install dependencies
+        run: pip install tox
+      - run: tox
+        env:
+          TOXENV: ${{ matrix.toxenv }}
\ No newline at end of file
diff --git a/django_regex_redirects.egg-info/PKG-INFO b/django_regex_redirects.egg-info/PKG-INFO
new file mode 100644
index 0000000..bf75e98
--- /dev/null
+++ b/django_regex_redirects.egg-info/PKG-INFO
@@ -0,0 +1,9 @@
+Metadata-Version: 2.1
+Name: django-regex-redirects
+Version: 0.4.0
+Summary: Django redirects, with regular expressions
+Home-page: https://github.com/maykinmedia/django-regex-redirects
+Author: Alex de Landgraaf
+Author-email: alex@maykinmedia.nl
+License: BSD licence, see LICENCE.txt
+License-File: LICENSE
diff --git a/django_regex_redirects.egg-info/SOURCES.txt b/django_regex_redirects.egg-info/SOURCES.txt
new file mode 100644
index 0000000..964adfc
--- /dev/null
+++ b/django_regex_redirects.egg-info/SOURCES.txt
@@ -0,0 +1,19 @@
+LICENSE
+README.md
+setup.py
+django_regex_redirects.egg-info/PKG-INFO
+django_regex_redirects.egg-info/SOURCES.txt
+django_regex_redirects.egg-info/dependency_links.txt
+django_regex_redirects.egg-info/top_level.txt
+regex_redirects/__init__.py
+regex_redirects/actions.py
+regex_redirects/admin.py
+regex_redirects/apps.py
+regex_redirects/middleware.py
+regex_redirects/models.py
+regex_redirects/tests.py
+regex_redirects/migrations/0001_initial.py
+regex_redirects/migrations/0002_auto_20151217_1938.py
+regex_redirects/migrations/0004_auto_20170512_1349.py
+regex_redirects/migrations/0005_auto_20210425_1321.py
+regex_redirects/migrations/__init__.py
\ No newline at end of file
diff --git a/django_regex_redirects.egg-info/dependency_links.txt b/django_regex_redirects.egg-info/dependency_links.txt
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/django_regex_redirects.egg-info/dependency_links.txt
@@ -0,0 +1 @@
+
diff --git a/django_regex_redirects.egg-info/top_level.txt b/django_regex_redirects.egg-info/top_level.txt
new file mode 100644
index 0000000..69193c5
--- /dev/null
+++ b/django_regex_redirects.egg-info/top_level.txt
@@ -0,0 +1 @@
+regex_redirects
diff --git a/regex_redirects/models.py b/regex_redirects/models.py
index 5a836a3..2971493 100644
--- a/regex_redirects/models.py
+++ b/regex_redirects/models.py
@@ -1,7 +1,7 @@
 from __future__ import unicode_literals
 
 from django.db import models
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 
 
 class Redirect(models.Model):
diff --git a/tox.ini b/tox.ini
index 4e77f80..bd3b59c 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,14 +1,26 @@
 [tox]
-envlist =
-    {py39}-django-2.2
-    {py39}-django-3.2
+envlist = 
+    py{38,39,310}-django{32,41,42}
+    py311-django{41,42}
+    isort
 skip_missing_interpreters = true
 
+[gh-actions]
+python =
+    3.8: py38
+    3.9: py39
+    3.10: py310
+    3.11: py311
+
+[gh-actions:env]
+DJANGO =
+    3.2: django32
+    4.1: django41
+    4.2: django42
+
 [testenv]
 deps=
-  django-2.2: Django>=2.0,<2.3
-  django-3.2: Django>=3.0,<3.3
+  django32: Django~=3.2.0
+  django41: Django~=4.1.0
+  django42: Django~=4.2.0
   master: https://github.com/django/django/archive/master.tar.gz
-  coverage
-  coveralls
-commands=coverage run --rcfile={toxinidir}/.coveragerc manage.py test