diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index ee5ce9d..e365404 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -9,20 +9,15 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
-    - uses: actions/cache@v2
-      name: Configure pip caching
-      with:
-        path: ~/.cache/pip
-        key: ${{ runner.os }}-pip-${{ hashFiles('**/setup.py') }}
-        restore-keys: |
-          ${{ runner.os }}-pip-
+        cache: pip
+        cache-dependency-path: setup.py
     - name: Install dependencies
       run: |
         pip install -e '.[test]'
@@ -33,18 +28,13 @@ jobs:
     runs-on: ubuntu-latest
     needs: [test]
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python
-      uses: actions/setup-python@v2
-      with:
-        python-version: '3.9'
-    - uses: actions/cache@v2
-      name: Configure pip caching
+      uses: actions/setup-python@v4
       with:
-        path: ~/.cache/pip
-        key: ${{ runner.os }}-publish-pip-${{ hashFiles('**/setup.py') }}
-        restore-keys: |
-          ${{ runner.os }}-publish-pip-
+        python-version: "3.11"
+        cache: pip
+        cache-dependency-path: setup.py
     - name: Install dependencies
       run: |
         pip install setuptools wheel twine
@@ -55,4 +45,3 @@ jobs:
       run: |
         python setup.py sdist bdist_wheel
         twine upload dist/*
-
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index cd7e525..947f7d3 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,24 +7,18 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.6, 3.7, 3.8, 3.9]
+        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
-    - uses: actions/cache@v2
-      name: Configure pip caching
-      with:
-        path: ~/.cache/pip
-        key: ${{ runner.os }}-pip-${{ hashFiles('**/setup.py') }}
-        restore-keys: |
-          ${{ runner.os }}-pip-
+        cache: pip
+        cache-dependency-path: setup.py
     - name: Install dependencies
       run: |
         pip install -e '.[test]'
     - name: Run tests
       run: |
         pytest
-