diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index f6c00c82..aee08e91 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -4,11 +4,11 @@ on:
   pull_request:
     paths:
       - ".github/workflows/docs.yml"
-      - 'docs/**'
+      - "docs/**"
   push:
     paths:
       - ".github/workflows/docs.yml"
-      - 'docs/**'
+      - "docs/**"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}
@@ -20,12 +20,13 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v1
+      - uses: actions/checkout@v1
 
-    - uses: actions/setup-python@v2
-      name: Install Python
-      with:
-        python-version: '3.9'
+      - uses: actions/setup-python@v3
+        name: Install Python
+        with:
+          python-version: "3.9"
+          cache: "pip"
 
-    - name: Build documentation
-      run: pipx run nox -s docs
+      - name: Build documentation
+        run: pipx run nox -s docs
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 7342c0c5..1f7df0a5 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -22,10 +22,11 @@ jobs:
     steps:
       - uses: actions/checkout@v1
 
-      - uses: actions/setup-python@v2
+      - uses: actions/setup-python@v3
         name: Install Python
         with:
           python-version: "3.9"
+          cache: "pip"
 
       - name: Run `nox -s lint`
         run: pipx run nox -s lint
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 03f98ef8..58f6ee23 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -28,10 +28,11 @@ jobs:
     steps:
       - uses: actions/checkout@v1
 
-      - uses: actions/setup-python@v2
+      - uses: actions/setup-python@v3
         name: Install Python ${{ matrix.python_version }}
         with:
           python-version: ${{ matrix.python_version }}
+          cache: "pip"
 
       # PyPy 3.9 for Windows changed the binary name from pypy3 to pypy3.9
       # PyPy 3.7 & 3.8 for Windows still only have pypy3