diff --git a/.github/workflows/build-argo-agents.yml b/.github/workflows/build-argo-agents.yml
index 672a166..09f9070 100644
--- a/.github/workflows/build-argo-agents.yml
+++ b/.github/workflows/build-argo-agents.yml
@@ -43,10 +43,10 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v6
         with:
           python-version: '3.13'
 
@@ -63,7 +63,7 @@ jobs:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
 
       - name: Upload generated code
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v7
         with:
           name: generated-code-${{ matrix.service.name }}
           path: examples/${{ matrix.service.name }}/generate_code/
@@ -87,10 +87,10 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Download generated code
-        uses: actions/download-artifact@v4
+        uses: actions/download-artifact@v8
         with:
           name: generated-code-${{ matrix.service.name }}
           path: examples/${{ matrix.service.name }}/generate_code/
@@ -144,7 +144,7 @@ jobs:
 
       - name: Upload Trivy scan results
         if: github.event_name != 'pull_request'
-        uses: github/codeql-action/upload-sarif@v3
+        uses: github/codeql-action/upload-sarif@v4
         with:
           sarif_file: 'trivy-results-${{ matrix.service.name }}-${{ matrix.variant }}.sarif'
 
diff --git a/.github/workflows/bumpversion.yaml b/.github/workflows/bumpversion.yaml
index 8410f91..6fc9ef3 100644
--- a/.github/workflows/bumpversion.yaml
+++ b/.github/workflows/bumpversion.yaml
@@ -12,7 +12,7 @@ jobs:
     name: "Bump version and create changelog with commitizen"
     steps:
       - name: Check out
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - id: cz
diff --git a/.github/workflows/conventional_commits.yml b/.github/workflows/conventional_commits.yml
index d467af8..1dc125d 100644
--- a/.github/workflows/conventional_commits.yml
+++ b/.github/workflows/conventional_commits.yml
@@ -24,7 +24,7 @@ jobs:
         uses: step-security/harden-runner@f4a75cfd619ee5ce8d5b864b0d183aff3c69b55a # v2.13.1
         with:
           egress-policy: audit
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v6
         with:
           fetch-depth: 0
       - name: 🧹 Conventional Commits
diff --git a/.github/workflows/publish-gh-pages.yml b/.github/workflows/publish-gh-pages.yml
index 0809154..767e189 100644
--- a/.github/workflows/publish-gh-pages.yml
+++ b/.github/workflows/publish-gh-pages.yml
@@ -35,7 +35,7 @@ jobs:
         with:
           egress-policy: audit
       - name: Checkout
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
       - name: Install Node.js
         uses: actions/setup-node@v6
         with:
@@ -63,4 +63,4 @@ jobs:
     steps:
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v4
+        uses: actions/deploy-pages@v5
diff --git a/.github/workflows/ruff.yml b/.github/workflows/ruff.yml
index 0c89e94..9b21ef1 100644
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -24,7 +24,7 @@ jobs:
         uses: step-security/harden-runner@f4a75cfd619ee5ce8d5b864b0d183aff3c69b55a # v2.13.1
         with:
           egress-policy: audit
-      - uses: actions/checkout@ff7abcd0c3c05ccf6adc123a8cd1fd4fb30fb493 # v4.1.7
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.1.7
         with:
           fetch-depth: 0
       - name: Set up Python
diff --git a/.github/workflows/superlinter.yml b/.github/workflows/superlinter.yml
index a26cc71..f8335c6 100644
--- a/.github/workflows/superlinter.yml
+++ b/.github/workflows/superlinter.yml
@@ -24,7 +24,7 @@ jobs:
         uses: step-security/harden-runner@f4a75cfd619ee5ce8d5b864b0d183aff3c69b55a # v2.13.1
         with:
           egress-policy: audit
-      - uses: actions/checkout@ff7abcd0c3c05ccf6adc123a8cd1fd4fb30fb493 # v4.1.7
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4.1.7
         with:
           fetch-depth: 0
       - name: 🧹 run superlinter
diff --git a/.github/workflows/unittest.yaml b/.github/workflows/unittest.yaml
index 6c08d61..af26fba 100644
--- a/.github/workflows/unittest.yaml
+++ b/.github/workflows/unittest.yaml
@@ -12,7 +12,7 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v6
 
       - name: Set up Python
         uses: actions/setup-python@v6