diff --git a/.github/workflows/ai-selection-goldens.yml b/.github/workflows/ai-selection-goldens.yml
index 10683e6..4dde327 100644
--- a/.github/workflows/ai-selection-goldens.yml
+++ b/.github/workflows/ai-selection-goldens.yml
@@ -41,10 +41,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
diff --git a/.github/workflows/benchmark-regression.yml b/.github/workflows/benchmark-regression.yml
index 6757346..aebc9eb 100644
--- a/.github/workflows/benchmark-regression.yml
+++ b/.github/workflows/benchmark-regression.yml
@@ -24,10 +24,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: ${{ matrix.python-version }}
 
@@ -63,7 +63,7 @@ jobs:
 
       - name: Upload benchmark report
         if: always()
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7
         with:
           name: universal-benchmark-report-py${{ matrix.python-version }}
           path: ./.tmp/universal-benchmark/universal-route-report.json
diff --git a/.github/workflows/integration-smoke.yml b/.github/workflows/integration-smoke.yml
index c38ca05..80f8a36 100644
--- a/.github/workflows/integration-smoke.yml
+++ b/.github/workflows/integration-smoke.yml
@@ -46,15 +46,15 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
       - name: Set up Node
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: "24"
           cache: "npm"
diff --git a/.github/workflows/mcp-registry.yml b/.github/workflows/mcp-registry.yml
index 04a8373..704ab31 100644
--- a/.github/workflows/mcp-registry.yml
+++ b/.github/workflows/mcp-registry.yml
@@ -19,10 +19,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Node
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: "24"
           cache: "npm"
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 1bd6f7c..ddb5013 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -20,10 +20,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Node
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: "24"
           registry-url: "https://registry.npmjs.org"
@@ -60,10 +60,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
@@ -74,4 +74,4 @@ jobs:
         run: python -m build
 
       - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
+        uses: pypa/gh-action-pypi-publish@7245906fb61fa33a13554f9d5fb856fe61758086 # release/v1
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 29d1fd4..5052aad 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -17,15 +17,15 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.11"
 
       - name: Set up Node
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: "24"
 
diff --git a/.github/workflows/remote-mcp-smoke.yml b/.github/workflows/remote-mcp-smoke.yml
index fabcfcb..2f30a5c 100644
--- a/.github/workflows/remote-mcp-smoke.yml
+++ b/.github/workflows/remote-mcp-smoke.yml
@@ -27,10 +27,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@d23441a48e516b6c34aea4fa41551a30e30af803 # v6
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Set up Node
-        uses: actions/setup-node@249970729cb0ef3589644e2896645e5dc5ba9c38 # v6
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: "24"