diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 65cee26..3029436 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -28,9 +28,10 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install dependencies
         run: pip install -e ".[dev]"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 9770464..fc62237 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -34,9 +34,10 @@ jobs:
           persist-credentials: false
           fetch-depth: 0
 
-      - uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+      - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - run: pip install build twine==7.0.0
 
@@ -67,7 +68,7 @@ jobs:
           path: dist/
 
       - name: Publish to PyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
+        uses: pypa/gh-action-pypi-publish@7245906fb61fa33a13554f9d5fb856fe61758086 # v1.14.3
 
   release:
     name: Create GitHub release
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 01fd333..c84e63c 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -32,9 +32,10 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install towncrier
         run: pip install towncrier==26.9.0
@@ -52,9 +53,10 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install ruff
         run: pip install ruff==0.16.10
@@ -75,9 +77,10 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install docutils
         run: pip install docutils==0.22.4
@@ -103,9 +106,10 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install dependencies
         run: pip install -e ".[docs]"
@@ -123,9 +127,10 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.14"
+          pip-version: "26.2.2"
 
       - name: Install dependencies
         run: pip install -e ".[dev]"
@@ -152,9 +157,10 @@ jobs:
           fetch-depth: 0
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ matrix.python-version }}
+          pip-version: "26.2.2"
 
       - name: Install dependencies
         run: pip install -e ".[dev]"
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 397c47a..fa206cf 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -27,6 +27,11 @@ jobs:
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
         with:
           persist-credentials: false
+      - name: Set up Python
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
+        with:
+          python-version: "3.14"
+          pip-version: "26.2.2"
       - name: Install zizmor
         run: pip install zizmor==1.30.1
       - name: Run zizmor