diff --git a/.github/workflows/pip4linux.yml b/.github/workflows/pip4linux.yml
index 95f21d78..ee063b01 100644
--- a/.github/workflows/pip4linux.yml
+++ b/.github/workflows/pip4linux.yml
@@ -12,38 +12,33 @@ on:
 
 jobs:
   build:
-    strategy:
-      fail-fast: false
-      matrix:
-        platform: [ubuntu-latest]
-        python-version: ["3.9",
-                         "3.10",
-                         "3.11",
-                         "3.12",
-                         "3.13",
-                         "3.14"]
-
-    runs-on: ${{ matrix.platform }}
+    runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
         with:
           submodules: true
 
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@v5
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: "3.12"
 
-      - name: Update requirements
+      - name: Install build tools
         run: |
           python -m pip install --upgrade pip
-          pip install pybind11 setuptools wheel twine auditwheel
+          python -m pip install cibuildwheel twine
 
-      - name: Build and install for linux
+      - name: Build linux wheels
+        env:
+          CIBW_BUILD: "cp38-* cp39-* cp310-* cp311-* cp312-* cp313-*"
+          CIBW_SKIP: "*-musllinux_*"
+          CIBW_ARCHS_LINUX: "x86_64"
+        run: |
+          python -m cibuildwheel --output-dir wheelhouse python
+
+      - name: Check wheels
         run: |
-          cd python
-          python setup.py bdist_wheel --plat-name manylinux2014_x86_64
-          auditwheel repair dist/*.whl --wheel-dir auditwheel_dist
+          twine check wheelhouse/*
 
       - name: Upload to pypi when release
         if: github.event_name == 'release' && github.event.action == 'published'
@@ -51,6 +46,4 @@ jobs:
           TWINE_USERNAME: __token__
           TWINE_PASSWORD: ${{ secrets.PYPI_PYCGRAPH_TOKEN }}
         run: |
-          cd python
-          twine check dist/*
-          twine upload --verbose --skip-existing dist/*
+          twine upload --verbose --skip-existing wheelhouse/*
diff --git a/python/setup.py b/python/setup.py
index 4948b119..f3cef460 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -6,6 +6,7 @@
 @Desc:
 """
 
+import sys
 import glob
 from setuptools import setup, Extension
 import pybind11
@@ -33,10 +34,12 @@
                        "-fvisibility=hidden"]
 _include_dirs = [pybind11.get_include(),
                  "../src"]
+_extra_link_args = ["-pthread"] if sys.platform != "win32" else []
 _ext_modules = [
     Extension(
         name=__PYCGRAPH_NAME__,
         sources=_sources,
+        extra_link_args=_extra_link_args,
         extra_compile_args=_extra_compile_args,
         include_dirs=_include_dirs,
     ),