diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d3f7791..d8c59b6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -13,6 +13,16 @@ jobs:
       matrix:
         python-version: [3.8, 3.9, "3.10", "3.11", "3.12", "3.13", "pypy-3.8"]
         os: [ubuntu-latest, windows-latest, macos-latest]
+        exclude:
+          - python-version: 3.8
+            os: macos-latest
+          - python-version: 3.9
+            os: macos-latest
+        include:
+          - python-version: 3.8
+            os: macos-13
+          - python-version: 3.9
+            os: macos-13
 
     steps:
       - uses: actions/checkout@v4
@@ -21,6 +31,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
           allow-prereleases: true
+          cache: "pip"
       - name: Install Dependencies
         run: |
           python -m pip install -U pip pytest setuptools editables