diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..9c249bf
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,40 @@
+name: Release
+
+on:
+  push:
+    tags:
+    - '*'
+
+jobs:
+  build:
+    if: github.repository == 'jazzband/django-defender'
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
+
+      - name: Install dependencies
+        run: |
+          python -m pip install -U pip
+          python -m pip install -U setuptools twine wheel
+
+      - name: Build package
+        run: |
+          python setup.py --version
+          python setup.py sdist --format=gztar bdist_wheel
+          twine check dist/*
+
+      - name: Upload packages to Jazzband
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: jazzband
+          password: ${{ secrets.JAZZBAND_RELEASE_KEY }}
+          repository_url: https://jazzband.co/projects/django-defender/upload
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000..e71faf5
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,51 @@
+name: Test
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      max-parallel: 5
+      matrix:
+        python-version: ['3.6', '3.7', '3.8', '3.9', 'pypy3']
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Start Redis
+      uses: supercharge/redis-github-action@1.1.0
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Get pip cache dir
+      id: pip-cache
+      run: |
+        echo "::set-output name=dir::$(pip cache dir)"
+
+    - name: Cache
+      uses: actions/cache@v2
+      with:
+        path: ${{ steps.pip-cache.outputs.dir }}
+        key:
+          ${{ matrix.python-version }}-v1-${{ hashFiles('**/setup.py') }}-${{ hashFiles('**/tox.ini') }}
+        restore-keys: |
+          ${{ matrix.python-version }}-v1-
+
+    - name: Install Python dependencies
+      run: |
+        python -m pip install --upgrade pip
+        python -m pip install --upgrade tox tox-gh-actions
+
+    - name: Tox tests
+      run: |
+        tox -v
+
+    - name: Upload coverage
+      uses: codecov/codecov-action@v1
+      with:
+        name: Python ${{ matrix.python-version }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index f6025f1..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-language: python
-dist: xenial
-cache: pip
-python:
-- '3.6'
-- '3.7'
-- '3.8'
-- '3.9'
-- pypy3
-services:
-- redis-server
-install: pip install tox-travis codecov
-script: tox
-after_success:
-- codecov
-deploy:
-  provider: pypi
-  user: jazzband
-  server: https://jazzband.co/projects/django-defender/upload
-  distributions: sdist bdist_wheel
-  skip_existing: true
-  password:
-    secure: d/PVFgBDMpG6UvBOxXBLH4vc7+tiPsjhq4YLgXfX0iXbdNHUnnCyDLg/XUQ7x0e7kRj+lhmBzytZxu3IpOY+5MuWk4JTqwoBHGuUlmTC9XEVvioqd/nFW7qVe36YKZHKuMDlmwBNQarJZdSBUFAoCfklZKI09sXA1qc8E3BLAb8=
-  on:
-    tags: true
-    repo: jazzband/django-defender
-    python: 3.7
diff --git a/CHANGES.rst b/CHANGES.rst
index 39c40f0..9132453 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -2,6 +2,11 @@
 Changes
 =======
 
+Unreleased
+----------
+
+- Move CI to GitHub Actions.
+
 0.8.0
 -----
 
diff --git a/README.rst b/README.rst
index 4187c65..fa68597 100644
--- a/README.rst
+++ b/README.rst
@@ -14,15 +14,15 @@ django-defender
    :target: https://pypi.org/project/django-defender/
    :alt: Supported Django versions
 
-.. image:: https://travis-ci.org/jazzband/django-defender.svg
-   :target: https://travis-ci.org/jazzband/django-defender
-   :alt: Build Status
+.. image:: https://github.com/jazzband/django-defender/workflows/Test/badge.svg
+   :target: https://github.com/jazzband/django-defender/actions
+   :alt: GitHub Actions
 
 .. image:: https://codecov.io/gh/jazzband/django-defender/branch/master/graph/badge.svg
    :target: https://codecov.io/gh/jazzband/django-defender
    :alt: Coverage
 
-.. image:: https://readthedocs.org/projects/python-dockerflow/badge/?version=latest
+.. image:: https://readthedocs.org/projects/django-defender/badge/?version=latest
    :alt: Documentation Status
    :target: https://django-defender.readthedocs.io/en/latest/?badge=latest
 
diff --git a/defender/travis_settings.py b/defender/ci_settings.py
similarity index 96%
rename from defender/travis_settings.py
rename to defender/ci_settings.py
index a4942c4..64e1e50 100644
--- a/defender/travis_settings.py
+++ b/defender/ci_settings.py
@@ -59,7 +59,7 @@ LOGIN_REDIRECT_URL = "/admin"
 DEFENDER_LOGIN_FAILURE_LIMIT = 10
 DEFENDER_COOLOFF_TIME = 2
 DEFENDER_REDIS_URL = "redis://localhost:6379/1"
-# don't use mock redis in unit tests, we will use real redis on travis.
+# don't use mock redis in unit tests, we will use real redis on CI.
 DEFENDER_MOCK_REDIS = False
 
 # Celery settings:
@@ -68,7 +68,7 @@ BROKER_BACKEND = "memory"
 BROKER_URL = "memory://"
 
 # set the default Django settings module for the 'celery' program.
-os.environ.setdefault("DJANGO_SETTINGS_MODULE", "defender.travis_settings")
+os.environ.setdefault("DJANGO_SETTINGS_MODULE", "defender.ci_settings")
 
 app = Celery("defender")
 
diff --git a/exampleapp/settings.py b/exampleapp/settings.py
index 88b2849..840f2c1 100644
--- a/exampleapp/settings.py
+++ b/exampleapp/settings.py
@@ -57,7 +57,7 @@ LOGIN_REDIRECT_URL = "/admin"
 DEFENDER_LOGIN_FAILURE_LIMIT = 1
 DEFENDER_COOLOFF_TIME = 60
 DEFENDER_REDIS_URL = "redis://localhost:6379/1"
-# don't use mock redis in unit tests, we will use real redis on travis.
+# don't use mock redis in unit tests, we will use real redis on CI.
 DEFENDER_MOCK_REDIS = False
 # Let's use custom function and strip username string from request.
 DEFENDER_GET_USERNAME_FROM_REQUEST_PATH = (
diff --git a/requirements.txt b/requirements.txt
index a5320a1..919b052 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 -e .
 coverage
 mockredispy
-django-redis-cache==2.1.1
-celery<5
+django-redis-cache
+celery
diff --git a/setup.py b/setup.py
index 512dc21..087d2e0 100644
--- a/setup.py
+++ b/setup.py
@@ -61,7 +61,7 @@ setup(
     packages=find_packages(),
     package_data=get_package_data("defender"),
     python_requires='~=3.5',
-    install_requires=["Django>=2.2,<3.2", "redis<3.6"],
+    install_requires=["Django", "redis"],
     tests_require=[
         "mockredispy>=2.9.0.11,<3.0",
         "coverage",
diff --git a/tox.ini b/tox.ini
index 919835b..0f08f95 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,10 +1,10 @@
 [tox]
 envlist =
     # list of supported Django/Python versioons:
-    py{36,37,38,39,py3}-django{22,30,31,master}
+    py{36,37,38,39,py3}-dj{22,30,31,master}
     py38-{lint,docs}
 
-[travis]
+[gh-actions]
 python =
     3.6: py36
     3.7: py37
@@ -15,14 +15,19 @@ python =
 [testenv]
 deps =
     -rrequirements.txt
-    django22: django>=2.2,<2.3
-    django30: django>=3.0,<3.1
-    django31: django>=3.1,<3.2
-    djangomaster: https://github.com/django/django/archive/master.tar.gz
+    dj22: django>=2.2,<2.3
+    dj30: django>=3.0,<3.1
+    dj31: django>=3.1,<3.2
+    djmaster: https://github.com/django/django/archive/master.tar.gz
 usedevelop = True
 commands =
-    {envbindir}/coverage run --source=defender {envbindir}/django-admin test defender --settings=defender.travis_settings
+    {envbindir}/coverage run --source=defender {envbindir}/django-admin test defender --settings=defender.ci_settings
     {envbindir}/coverage report -m
+    {envbindir}/coverage xml
+
+[testenv:py{36,37,38,39,py3}-dj{master}]
+ignore_errors = true
+ignore_outcome = true
 
 [testenv:py38-docs]
 basepython = python3.8