diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 3b965f8..6a0d58a 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -79,14 +79,25 @@
         python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         # FIXME: temp change os to ubuntu-20.04 to fix python can not found error https://github.com/actions/setup-python/issues/162#issuecomment-1325307787
         os: [ubuntu-20.04, macOS-latest, windows-latest]
-        # Skip because dependence [py4j](https://pypi.org/project/py4j/) not work on those environments
         exclude:
+          # Skip because dependence [py4j](https://pypi.org/project/py4j/) not work on those environments
           - os: windows-latest
             python-version: '3.10'
           - os: windows-latest
             python-version: 3.11
           - os: windows-latest
             python-version: 3.12
+          # Python 3.8 and 3.9 is on macos-13 but not macos-latest (macos-14-arm64)
+          # https://github.com/actions/setup-python/issues/696#issuecomment-1637587760
+          - os: macos-latest
+            python-version: 3.9
+          - os: macos-latest
+            python-version: 3.8
+        include:
+          - os: macos-13
+            python-version: 3.9
+          - os: macos-13
+            python-version: 3.8
     steps:
       - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}