diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 109204e976..6a16bc4167 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -25,7 +25,6 @@ on:
 jobs:
   release-python:
     name: Publish Fury Python to PyPI
-    runs-on: ubuntu-20.04
     if: github.repository == 'apache/fury'
     environment:
       name: pypi
@@ -33,6 +32,8 @@ jobs:
     strategy:
       matrix:
         python-version: [3.8, 3.9, 3.10.12, 3.11, 3.12]
+        os: [ubuntu-latest, macos-13, macos-14, windows-2022] # macos-13: x86, macos-14: arm64
+    runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python ${{ matrix.python-version }}
@@ -57,6 +58,7 @@ jobs:
           pip list
           export PATH=~/bin:$PATH
           echo "Build pyfury"
+          bazel build //:cp_fury_so
           python setup.py bdist_wheel --dist-dir=../dist
           ../ci/deploy.sh rename_linux_wheels $PWD/../dist
       - name: Publish wheel to PyPI