diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 813a571c9..08cef1a1b 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -47,30 +47,63 @@ jobs:
   #       twine check dist/*.whl
   #       twine upload --repository-url https://test.pypi.org/legacy/ dist/*.whl
 
+  # deploy_with_manylinux:
+  #   runs-on: ubuntu-latest
+  #   steps:
+  #   - uses: actions/checkout@v3
+  #   - name: Set up Python ${{ matrix.python-version }}
+  #     uses: actions/setup-python@v4
+  #     with:
+  #       python-version: ${{ matrix.python-version }}
+  #   - name: Build wheel on Linux
+  #     uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_x86_64
+  #     with:
+  #       # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
+  #       python-versions: 'cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
+  #       build-requirements: 'numpy cython'
+  #       pre-build-command: 'apt install gcc-12 g++-12 -y'
+  #   - name: Install dependencies
+  #     run: |
+  #       python -m pip install twine
+  #       python -m pip list
+  #   - name: Build and publish
+  #     env:
+  #       TWINE_USERNAME: __token__
+  #       TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
+  #     run: |
+  #       ls dist
+  #       twine check dist/*.whl
+  #       twine upload --repository-url https://test.pypi.org/legacy/ dist/pyqlib-*-manylinux*.whl
+
   deploy_with_manylinux:
     runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Build wheel on Linux
-      uses: RalfG/python-wheels-manylinux-build@v0.7.1-manylinux2014_x86_64
-      with:
-        # not supporting 3.6 due to annotations is not supported https://stackoverflow.com/a/52890129
-        python-versions: 'cp38-cp38 cp39-cp39 cp310-cp310 cp311-cp311 cp312-cp312'
-        build-requirements: 'numpy cython'
-        pre-build-command: 'apt install gcc-12 g++-12 -y'
-    - name: Install dependencies
-      run: |
-        python -m pip install twine
-        python -m pip list
-    - name: Build and publish
-      env:
-        TWINE_USERNAME: __token__
-        TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
-      run: |
-        ls dist
-        twine check dist/*.whl
-        twine upload --repository-url https://test.pypi.org/legacy/ dist/pyqlib-*-manylinux*.whl
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+
+      steps:
+      - name: Checkout repo
+        uses: actions/checkout@v3
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+      
+      - name: Install cibuildwheel
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install cibuildwheel
+        
+      - name: Build wheel
+        run: |
+          python -m cibuildwheel --output-dir dist
+
+      - name: Upload wheel
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.TESTPYPI_TOKEN }}
+        run: |
+          ls dist
+          twine check dist/*.whl
+          twine upload --repository-url https://test.pypi.org/legacy/ dist/*.whl