diff --git a/.github/workflows/publishing.yml b/.github/workflows/publishing.yml
new file mode 100644
index 00000000..fb06634d
--- /dev/null
+++ b/.github/workflows/publishing.yml
@@ -0,0 +1,127 @@
+name: Publishing
+
+on:
+  push:
+    tags:
+      - '*'
+
+jobs:
+
+  tests:
+    name: Run tests
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install tox
+      - run: tox
+        env:
+          TOXENV: 3.9
+
+  linters:
+    name: Run linters
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        toxenv: [flake8, pydocstyle, mypy, pylint]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install tox
+      - run: tox
+        env:
+          TOXENV: ${{ matrix.toxenv }}
+
+  build-sdist:
+    name: Build source tarball
+    needs: [tests, linters]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: python setup.py sdist
+      - uses: actions/upload-artifact@v2
+        with:
+          path: ./dist/*
+
+  build-wheels:
+    name: Build wheels
+    needs: [tests, linters]
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-latest]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install cibuildwheel==1.8.0
+      - name: Install Visual C++ for Python 2.7 on Windows
+        if: runner.os == 'Windows'
+        run: |
+          choco install vcpython27 -f -y
+      - run: cibuildwheel --output-dir wheelhouse
+      - uses: actions/upload-artifact@v2
+        with:
+          path: ./wheelhouse/*.whl
+
+  build-wheels-linux-aarch64:
+    name: Build wheels (ubuntu-latest-aarch64)
+    needs: [tests, linters]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install cibuildwheel==1.8.0
+      - run: cibuildwheel --archs aarch64 --output-dir wheelhouse
+      - uses: actions/upload-artifact@v2
+        with:
+          path: ./wheelhouse/*.whl
+
+  publish:
+    name: Publish on PyPI
+    needs: [build-sdist, build-wheels, build-wheels-linux-aarch64]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/download-artifact@v2
+        with:
+          name: artifact
+          path: dist
+      - uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: __token__
+          password: ${{ secrets.PYPI_API_TOKEN }}
+          repository_url: https://test.pypi.org/legacy/
+
+  publish-docs:
+    name: Publish docs
+    needs: [publish]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install -r requirements-doc.txt
+      - run: pip install awscli
+      - run: pip install -e .
+      - run: (cd docs && make clean html)
+      - run: |
+          aws s3 sync docs/_build/html s3://python-dependency-injector-docs --delete
+          aws cloudfront create-invalidation --distribution-id ${{ secrets.AWS_CLOUDFRONT_DISTRIBUTION_ID }} --path "/*" > /dev/null
+          echo "Cache invalidation triggered"
+        env:
+          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          AWS_DEFAULT_REGION: ${{ secrets.AWS_DEFAULT_REGION }}
diff --git a/.github/workflows/tests-and-linters.yml b/.github/workflows/tests-and-linters.yml
new file mode 100644
index 00000000..bda10818
--- /dev/null
+++ b/.github/workflows/tests-and-linters.yml
@@ -0,0 +1,55 @@
+name: Tests and linters
+
+on: [push, pull_request, workflow_dispatch]
+
+jobs:
+
+  test-on-different-versions:
+    name: Run tests
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, pypy2, pypy3]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - run: pip install tox
+      - run: tox
+        env:
+          TOXENV: ${{ matrix.python-version }}
+
+  test-coverage:
+    name: Run tests with coverage
+    runs-on: ubuntu-latest
+    env:
+      DEPENDENCY_INJECTOR_DEBUG_MODE: 1
+      COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install tox cython
+      - run: make cythonize
+      - run: tox
+        env:
+          TOXENV: coveralls
+
+  linters:
+    name: Run linters
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        toxenv: [flake8, pydocstyle, mypy, pylint]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: 3.9
+      - run: pip install tox
+      - run: tox
+        env:
+          TOXENV: ${{ matrix.toxenv }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 075c6be1..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,132 +0,0 @@
-os: linux
-dist: xenial
-language: python
-jobs:
-  include:
-    - python: 3.9
-      env: TOXENV=coveralls DEPENDENCY_INJECTOR_DEBUG_MODE=1
-      install:
-        - pip install tox
-        - pip install cython
-        - make cythonize
-      script: tox
-    - python: 3.6
-      env: TOXENV=pylint
-      install: pip install tox
-      script: tox
-    - python: 3.6
-      env: TOXENV=flake8
-      install: pip install tox
-      script: tox
-    - python: 3.6
-      env: TOXENV=pydocstyle
-      install: pip install tox
-      script: tox
-    - python: 3.6
-      env: TOXENV=mypy
-      install: pip install tox
-      script: tox
-    - python: 2.7
-      env: TOXENV=py27
-      install: pip install tox
-      script: tox
-    - python: 3.4
-      env: TOXENV=py34
-      install: pip install tox
-      script: tox
-    - python: 3.5
-      env: TOXENV=py35
-      install: pip install tox
-      script: tox
-    - python: 3.6
-      env: TOXENV=py36
-      install: pip install tox
-      script: tox
-    - python: 3.7
-      env: TOXENV=py37
-      install: pip install tox
-      script: tox
-    - python: 3.8
-      env: TOXENV=py38
-      install: pip install tox
-      script: tox
-    - python: 3.9
-      env: TOXENV=py39
-      install: pip install tox
-      script: tox
-    - python: pypy
-      env: TOXENV=pypy
-      install: pip install tox
-      script: tox
-    - python: pypy3
-      env: TOXENV=pypy3
-      install: pip install tox
-      script: tox
-    - python: 3.8
-      if: tag IS present
-      env: TWINE_USERNAME=__token__
-      install: pip install pip --upgrade
-      script: python setup.py sdist
-      after_success:
-        - python3 -m pip install twine
-        - python3 -m twine upload dist/*
-    - services: docker
-      if: tag IS present
-      env: TWINE_USERNAME=__token__
-      install: python3 -m pip install cibuildwheel==1.6.3
-      script: python3 -m cibuildwheel --output-dir wheelhouse
-      after_success:
-        - python3 -m pip install --upgrade --upgrade-strategy eager twine
-        - python3 -m twine upload wheelhouse/*.whl
-    - services: docker
-      arch: arm64
-      if: tag IS present
-      env: TWINE_USERNAME=__token__
-      install: python3 -m pip install cibuildwheel==1.6.3
-      script: python3 -m cibuildwheel --output-dir wheelhouse
-      after_success:
-        - python3 -m pip install --upgrade --upgrade-strategy eager twine
-        - python3 -m twine upload wheelhouse/*.whl
-    - os: osx
-      if: tag IS present
-      language: shell
-      osx_image: xcode10.2
-      env: TWINE_USERNAME=__token__
-      install: python3 -m pip install cibuildwheel==1.6.3
-      script: python3 -m cibuildwheel --output-dir wheelhouse
-      after_success:
-        - python3 -m pip install --upgrade --upgrade-strategy eager twine
-        - python3 -m twine upload wheelhouse/*.whl
-    - os: windows
-      if: tag IS present
-      language: shell
-      env: TWINE_USERNAME=__token__
-      before_install:
-        - choco install python --version 3.8.6
-        - export PATH="/c/Python38:/c/Python38/Scripts:$PATH"
-        - ln -s /c/Python38/python.exe /c/Python38/python3.exe
-      install:
-        - python3 -m pip install certifi cibuildwheel==1.6.3
-        - export SSL_CERT_FILE=`python3 -c "import certifi;print(certifi.where())"`
-        - echo $SSL_CERT_FILE
-      script: python -m cibuildwheel --output-dir wheelhouse
-      after_success:
-        - python -m pip install --upgrade --upgrade-strategy eager twine
-        - python -m twine upload wheelhouse/*.whl
-    - python: 3.8
-      if: branch = master
-      install:
-        - pip install -r requirements-doc.txt
-        - pip install awscli
-        - pip install -e .
-      script: (cd docs && make clean html)
-      after_success:
-        - aws s3 sync docs/_build/html s3://python-dependency-injector-docs --delete
-        - aws cloudfront create-invalidation --distribution-id ${AWS_CLOUDFRONT_DISTRIBUTION_ID} --path "/*" > /dev/null
-        - echo "Cache invalidation triggered"
-echo "Result: OK"
-  - python -m twine upload wheelhouse/*.whl
-notifications:
-  slack:
-    rooms:
-      secure: CdWDgKnfYW7vvvoH3nS3yg3TcNZiYLRUyEp6ukQ4rQiiuR4+ltuvyGyFJWgP8r7VVJ9yHkB0jebCKWLUMsAEt1my33B6eMDEVefovpkdh2eJjGswmm80brt0EJULpgwPOtB1U47Mwca8L5jDW4KSv9RypUFRgn8eHDoWw6LKf5g=
diff --git a/tox.ini b/tox.ini
index ddc458ec..da86a4d5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 envlist=
-    coveralls, pylint, flake8, pydocstyle, py27, py34, py35, py36, py37, py38, pypy, pypy3
+    coveralls, pylint, flake8, pydocstyle, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, pypy2, pypy3
 
 [testenv]
 deps=
@@ -17,7 +17,7 @@ commands=
     unit2 discover -s tests/unit -p test_*_py3*.py
 
 [testenv:coveralls]
-passenv=TRAVIS TRAVIS_JOB_ID TRAVIS_BRANCH DEPENDENCY_INJECTOR_DEBUG_MODE
+passenv = GITHUB_* COVERALLS_*
 basepython=python3.9
 usedevelop=True
 deps=
@@ -31,7 +31,7 @@ commands=
     coverage report --rcfile=./.coveragerc
     coveralls
 
-[testenv:py27]
+[testenv:2.7]
 deps=
     unittest2
 extras=
@@ -40,7 +40,7 @@ extras=
 commands=
     unit2 discover -s tests/unit -p test_*_py2_py3.py
 
-[testenv:py34]
+[testenv:3.4]
 deps=
     unittest2
 extras=
@@ -48,7 +48,7 @@ extras=
 commands=
     unit2 discover -s tests/unit -p test_*_py3.py
 
-[testenv:py35]
+[testenv:3.5]
 deps=
     unittest2
 extras=
@@ -57,7 +57,7 @@ extras=
 commands=
     unit2 discover -s tests/unit -p test_*_py3.py
 
-[testenv:pypy]
+[testenv:pypy2]
 deps=
     unittest2
 extras=