diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1e8c82d1d..a340ec11c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,9 +22,9 @@ jobs:
     name: Lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up Python 3
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: "3.10"
       - name: lint
@@ -36,10 +36,10 @@ jobs:
     name: Build
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
 
       - name: Set up Python 3
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: "3.10"
 
@@ -54,7 +54,7 @@ jobs:
           python -m twine check dist/*
 
       - name: 'Upload Artifact'
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v3
         with:
           name: dist
           path: dist/
@@ -81,29 +81,18 @@ jobs:
           ]
 
     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 }}
+          cache: "pip"
+          cache-dependency-path: "setup.py"
 
       - name: Upgrade pip and virtualenv to latest
         run: pip install --upgrade pip virtualenv
 
-      - name: Get pip cache dir
-        id: pip-cache
-        run: |
-          python -c "from pip._internal.locations import USER_CACHE_DIR; print('::set-output name=dir::' + USER_CACHE_DIR)"
-
-      - name: pip cache
-        uses: actions/cache@v2
-        with:
-          path: ${{ steps.pip-cache.outputs.dir }}
-          key: ${{ runner.os }}-pip-${{ hashFiles('setup.py') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
-
       - uses: stripe/openapi/actions/stripe-mock@master
 
       - name: Test with pytest
@@ -125,14 +114,14 @@ jobs:
     needs: [build, test, lint]
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Download all workflow run artifacts
-        uses: actions/download-artifact@v2
+        uses: actions/download-artifact@v3
         with:
           name: dist
           path: dist
       - name: Set up Python 3
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: "3.10"
 
diff --git a/Makefile b/Makefile
index 5efca3bf3..c47149903 100644
--- a/Makefile
+++ b/Makefile
@@ -19,7 +19,7 @@ test-nomock: venv
 
 ci-test: venv
 	${VENV_NAME}/bin/python -m pip install -U tox-gh-actions
-	@${VENV_NAME}/bin/tox -p auto $(TOX_ARGS)
+	@${VENV_NAME}/bin/tox $(TOX_ARGS)
 
 coveralls: venv
 	${VENV_NAME}/bin/python -m pip install -U coveralls
diff --git a/tox.ini b/tox.ini
index a8ad1cef9..90c3f9893 100644
--- a/tox.ini
+++ b/tox.ini
@@ -73,10 +73,7 @@ passenv = GITHUB_*
 deps =
     coverage >= 4.5.3, < 5 # TODO: upgrade to coverage 5 when we drop support for Python 3.4
     coveralls
-    pytest
-    pytest-mock
 commands =
-    coverage run --source=stripe -m pytest tests/
     coverage combine
     coveralls --service=github
 depends = py{310,39,38,37,36,35,34,27,py3,py2}