diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 75db6679..973b9de9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,7 +40,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: ${{ matrix.python-version }}
 
@@ -123,7 +123,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -240,7 +240,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: ${{ matrix.python-version }}
           cache: pip
@@ -297,7 +297,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -346,7 +346,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -488,7 +488,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -537,7 +537,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -665,7 +665,7 @@ jobs:
           node test_utm_capture.mjs
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -691,7 +691,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -791,7 +791,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
diff --git a/.github/workflows/failure-lab.yml b/.github/workflows/failure-lab.yml
index bcb130e2..bcff1b75 100644
--- a/.github/workflows/failure-lab.yml
+++ b/.github/workflows/failure-lab.yml
@@ -55,7 +55,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -90,7 +90,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -152,7 +152,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
@@ -210,7 +210,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
diff --git a/.github/workflows/python-sdk-release.yml b/.github/workflows/python-sdk-release.yml
index d45ebdd9..4309a332 100644
--- a/.github/workflows/python-sdk-release.yml
+++ b/.github/workflows/python-sdk-release.yml
@@ -15,7 +15,7 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip
diff --git a/.github/workflows/railway-deploy.yml b/.github/workflows/railway-deploy.yml
index fdb3dea0..a2c8bea9 100644
--- a/.github/workflows/railway-deploy.yml
+++ b/.github/workflows/railway-deploy.yml
@@ -62,7 +62,7 @@ jobs:
           fi
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: "3.12"
           cache: pip