diff --git a/.github/workflows/zeyple.yml b/.github/workflows/zeyple.yml
index 8f65669..263933b 100644
--- a/.github/workflows/zeyple.yml
+++ b/.github/workflows/zeyple.yml
@@ -28,16 +28,18 @@ jobs:
           sudo apt-get install debconf-utils
           sudo debconf-set-selections <<< "postfix postfix/main_mailer_type string 'Local only'"
           sudo debconf-set-selections <<< "postfix postfix/mailname string localhost"
-          sudo apt-get install -y mailutils ruby ruby-dev rubygems build-essential sudo gnupg python3-gpg
+          sudo apt-get install -y mailutils ruby ruby-dev rubygems build-essential sudo gnupg python3-gpg libgpgme11 libgpgme-dev
           sudo gem install --no-document fpm
           python -m pip install --upgrade pip setuptools wheel
-          python -m pip install --upgrade tox
+          python -m pip install --upgrade mock pycodestyle pytest pytest-cov
       - name: Build deb package
         run: ./fpm/create
       - name: End to end test using deb package
         run:  sudo bash -ex ./tests/e2e.sh
-      - name: Test with tox
-        run: tox
+      - name: Lint with pycodestyle
+        run: pycodestyle --show-pep8 --max-line-length=100
+      - name: Test with pytest
+        run: env PYTHONPATH=$PYTHONPATH:/usr/lib/python3/dist-packages python -m pytest --cov=zeyple/ --cov-report=html
       - name: Upload deb package
         uses: actions/upload-artifact@v1
         with: