diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index acc62ac..b3f206d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ repos:
       - id: check-yaml
       - id: debug-statements
   - repo: https://github.com/psf/black
-    rev: 21.9b0
+    rev: 21.6b0
     hooks:
       - id: black
         language_version: python3.9
@@ -21,17 +21,18 @@ repos:
       - id: autoflake
         args: [ '--in-place', '--remove-all-unused-imports', '--remove-unused-variable' ]
   - repo: https://github.com/PyCQA/isort
-    rev: 5.9.3
+    rev: 5.9.1
     hooks:
       - id: isort
         args: ['--line-length=79']
         language_version: python3.9
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v0.910-1
+    rev: v0.902
     hooks:
       - id: mypy
+        additional_dependencies: [types-requests, types-PyYAML, types-Flask, types-Werkzeug]
   - repo: https://github.com/asottile/pyupgrade
-    rev: v2.29.0
+    rev: v2.19.4
     hooks:
       -   id: pyupgrade
           args: [--py36-plus]
diff --git a/pyproject.toml b/pyproject.toml
index bd35b30..4a25e75 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,6 +12,7 @@ exclude = '''
     | \.mypy_cache
     | \.tox
     | \.venv
+    | \.direnv
     | venv
     | _build
     | buck-out
diff --git a/python.yml b/python.yml
new file mode 100644
index 0000000..3839b59
--- /dev/null
+++ b/python.yml
@@ -0,0 +1,48 @@
+name: python
+
+on: [push]
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [ 3.7, 3.8, 3.9, 3.10 ]
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: '0'
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - uses: actions/cache@v2
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/setup.py') }}
+          restore-keys: |
+            ${{ runner.os }}-pip-
+      - name: Install build tools
+        run: |
+          python -m pip install --upgrade pip
+          pip install -U black pylama wheel pip tox
+          pip install .
+      - name: Set build name
+        run: echo "::set-output name=${GITHUB_REPOSITORY}-$(python setup.py --version)"
+      - name: Lint
+        run: |
+      - name: Run Tox
+        # Run tox using the version of Python in `PATH`
+        run: tox -e py
+      - name: Build Package
+        if: matrix.python-version == 3.9 && github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        run: |
+          python setup.py sdist bdist_wheel
+      - name: Publish package
+        if: matrix.python-version == 3.9 && github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: __token__
+          password: ${{ secrets.pypi_password }}
diff --git a/tox.ini b/tox.ini
index abbe33a..c8289ec 100644
--- a/tox.ini
+++ b/tox.ini
@@ -9,5 +9,5 @@ deps=
 commands=
     pip install .[test]
     black --verbose -l 79 --check --diff .
-    pylama --ignore E501,W503 --skip 'venv/*,.tox/*,.eggs/*'
+    pylama --ignore E501,W503,E203 --skip 'venv/*,.direnv/*,.tox/*,.eggs/*'
     py.test