diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 254352d7..eb51a366 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -31,6 +31,8 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.tag_name }}
 
       - name: Setup Node.js
         uses: actions/setup-node@v4
@@ -38,6 +40,11 @@ jobs:
           node-version: 22
           cache: npm
 
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
       - name: Install dependencies
         run: npm ci
 
@@ -67,6 +74,8 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.tag_name }}
 
       - name: Setup Node.js
         uses: actions/setup-node@v4
@@ -74,6 +83,11 @@ jobs:
           node-version: 22
           cache: npm
 
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
       - name: Install dependencies
         run: npm ci
 
@@ -103,6 +117,8 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.tag_name }}
 
       - name: Setup Node.js
         uses: actions/setup-node@v4
@@ -110,6 +126,11 @@ jobs:
           node-version: 22
           cache: npm
 
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
       - name: Install dependencies
         run: npm ci
 
@@ -138,6 +159,8 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v4
+        with:
+          ref: ${{ github.event.inputs.tag_name }}
 
       - name: Setup Node.js
         uses: actions/setup-node@v4
@@ -145,6 +168,11 @@ jobs:
           node-version: 22
           cache: npm
 
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
       - name: Install dependencies
         run: npm ci