diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3d55463e..04239c7d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -13,7 +13,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
       - name: Setup Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       - name: Install DocsForge (editable) + test deps
diff --git a/.github/workflows/pages.yml b/.github/workflows/pages.yml
index feeff894..d2e5bc41 100644
--- a/.github/workflows/pages.yml
+++ b/.github/workflows/pages.yml
@@ -26,7 +26,7 @@ jobs:
         uses: actions/checkout@v7
 
       - name: Setup Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: '3.12'
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 303021f5..df4e01cc 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -24,7 +24,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v7
       - name: Setup Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: '3.12'
       - name: Install DocsForge + test deps + Playwright
@@ -298,7 +298,7 @@ jobs:
           ref: ${{ needs.release.outputs.commit_sha }}
 
       - name: Setup Python
-        uses: actions/setup-python@v6
+        uses: actions/setup-python@v7
         with:
           python-version: "3.12"