diff --git a/.github/workflows/pr_approval.yaml b/.github/workflows/pr_approval.yaml
new file mode 100644
index 00000000..30e19dcc
--- /dev/null
+++ b/.github/workflows/pr_approval.yaml
@@ -0,0 +1,38 @@
+name: Pytest
+
+on:
+  - push
+  - pull_request
+
+jobs:
+  pytest:
+    runs-on: ubuntu-20.04
+    strategy:
+      matrix:
+        python-version:
+          - "3.7"
+          - "3.8"
+          - "3.9"
+          - "3.10"
+          - "3.11"
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+      - run: pip install --upgrade setuptools
+      - run: pip install --upgrade wheel
+      - run: pip install pycodestyle
+      - run: pip install pydocstyle
+      - run: pip install pytest-cov
+      - run: pip install --upgrade importlib-metadata
+      - run: pip install behave
+      - run: pip install semver
+      - name: Style checks
+        run: make style
+      - name: Docstrings checks
+        run: make doc-check
+      - name: Unit tests
+        run: make unit_tests
+      - name: Unit tests coverage
+        run: make coverage
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 79854024..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,28 +0,0 @@
-dist: jammy
-language: python
-python:
-  - "3.7"
-  - "3.8"
-  - "3.9"
-  - "3.10-dev"
-  - "3.11-dev"
-    # - "nightly"  # nightly build
-addons:
-  apt:
-    packages:
-    - libsnappy-dev
-# Pycodestyle part
-# needed to work correctly with Python 3 shebang
-env: SKIP_INTERPRETER=true
-install:
-  - pip install pycodestyle
-  - pip install pydocstyle
-  - pip install pytest-cov
-  - pip install behave
-  - pip install semver
-script:
-  - make style
-  - make doc-check
-  - rm tmp.md
-  - make unit_tests
-  - make coverage
diff --git a/Makefile b/Makefile
index 54377dbf..82c1ea17 100644
--- a/Makefile
+++ b/Makefile
@@ -72,7 +72,7 @@ smart-proxy-tests: ## Run BDD tests for the Insights Results Smart Proxy service
 smart-proxy-code-coverage: ## Compute code coverage for Smart Proxy service
 	./smart_proxy_tests.sh coverage
 
-style:	code-style docs-style shellcheck ## Perform all style checks
+style:	code-style docs-style ## Perform all style checks
 
 code-style: ## Check code style for all Python sources from this repository
 	python3 tools/run_pycodestyle.py