diff --git a/.github/workflows/bandit.yml b/.github/workflows/bandit.yml
index 119672e..61f3901 100644
--- a/.github/workflows/bandit.yml
+++ b/.github/workflows/bandit.yml
@@ -29,7 +29,7 @@ jobs:
 
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Bandit Scan
         uses: shundor/python-bandit-scan@ab1d87dfccc5a0ffab88be3aaac6ffe35c10d6cd
diff --git a/.github/workflows/dependabot-auto-merge.yml b/.github/workflows/dependabot-auto-merge.yml
index bc1a742..4c1fcf5 100644
--- a/.github/workflows/dependabot-auto-merge.yml
+++ b/.github/workflows/dependabot-auto-merge.yml
@@ -13,7 +13,7 @@ jobs:
     steps:
       - name: Dependabot metadata
         id: metadata
-        uses: dependabot/fetch-metadata@21025c705c08248db411dc16f3619e6b5f9ea21a # v2
+        uses: dependabot/fetch-metadata@ffa630c65fa7e0ecfa0625b5ceda64399aea1b36 # v3.0.0
         with:
           github-token: "${{ secrets.GITHUB_TOKEN }}"
 
diff --git a/.github/workflows/ecr-publish-on-release.yml b/.github/workflows/ecr-publish-on-release.yml
index 34b0266..019e899 100644
--- a/.github/workflows/ecr-publish-on-release.yml
+++ b/.github/workflows/ecr-publish-on-release.yml
@@ -15,7 +15,7 @@ jobs:
       version: ${{ steps.get-package-version.outputs.version }}
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
@@ -45,10 +45,10 @@ jobs:
           echo "::debug::Package version: $VERSION"
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@b5ca514318bd6ebac0fb2aedd5d36ec1b5c232a2 # v3.10.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       - name: Build and export to Docker
-        uses: docker/build-push-action@14487ce63c7a62a4a324b0bfb37086795e31c6c1 # v6.16.0
+        uses: docker/build-push-action@bcafcacb16a39f128d818304e6c9c0c18556b85f # v7.1.0
         with:
           context: .
           file: ./Dockerfile
@@ -75,7 +75,7 @@ jobs:
           cyclonedx convert --input-file sbom.cyclonedx.json --input-format json --output-format csv --output-file SBOM-${{ steps.get-package-version.outputs.version }}.csv
 
       - name: Upload SBOM artifact
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: sbom-${{ steps.get-package-version.outputs.version }}
           path: SBOM-${{ steps.get-package-version.outputs.version }}.csv
@@ -92,7 +92,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/pypi-publish-on-release.yml b/.github/workflows/pypi-publish-on-release.yml
index a7bfdf9..fff65f9 100644
--- a/.github/workflows/pypi-publish-on-release.yml
+++ b/.github/workflows/pypi-publish-on-release.yml
@@ -35,7 +35,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
@@ -46,7 +46,7 @@ jobs:
         run: uv build
 
       - name: Upload distribution packages
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: python-package-distributions
           path: dist/
@@ -62,7 +62,7 @@ jobs:
       contents: read
     steps:
       - name: Download distribution packages
-        uses: actions/download-artifact@634f93cb2916e3fdff6788551b99b062d0335ce0 # v5
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: python-package-distributions
           path: dist/
diff --git a/.github/workflows/python-integ.yml b/.github/workflows/python-integ.yml
index 5a80019..196dbf4 100644
--- a/.github/workflows/python-integ.yml
+++ b/.github/workflows/python-integ.yml
@@ -28,7 +28,7 @@ jobs:
       AGENTCORE_RUNTIME_ARN: ${{ secrets.AgentCoreRuntimeArn }}
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ inputs.ref || github.ref }}
 
@@ -36,7 +36,7 @@ jobs:
         uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: ${{ matrix.python-version }}
 
@@ -44,7 +44,7 @@ jobs:
         run: uv sync --frozen --all-extras --dev
 
       - name: Configure AWS Credentials for Tests
-        uses: aws-actions/configure-aws-credentials@cabfdba3510de1431bac9dba27511d97497fc100 # v5
+        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v5
         with:
           aws-region: us-west-2
           role-to-assume: ${{ secrets.IntegTestRoleArn }}
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index fbc2384..53ffd4c 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -30,7 +30,7 @@ jobs:
       security-events: write
       actions: read
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ inputs.ref || github.ref }}
 
@@ -38,7 +38,7 @@ jobs:
         uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
 
       - name: Set up Python
-        uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version-file: ".python-version"
           # cache: uv (not supported)
@@ -81,7 +81,7 @@ jobs:
         run: uv build
 
       - name: Upload distribution
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           path: dist/
 
@@ -191,7 +191,7 @@ jobs:
            python -
 
       - name: Upload Software Bill of Materials
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: sbom-mcp-proxy-for-aws
           path: sbom.json
diff --git a/.github/workflows/scheduled-integ-tests.yml b/.github/workflows/scheduled-integ-tests.yml
index 6885d47..1212371 100644
--- a/.github/workflows/scheduled-integ-tests.yml
+++ b/.github/workflows/scheduled-integ-tests.yml
@@ -27,7 +27,7 @@ jobs:
     environment: Integ
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@ff717079ee2060e4bcee96c4779b553acc87447c # v4
+        uses: aws-actions/configure-aws-credentials@61815dcd50bd041e203e49132bacad1fd04d2708 # v4
         with:
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
           aws-region: us-east-1
diff --git a/.github/workflows/test-pypi-publish.yml b/.github/workflows/test-pypi-publish.yml
index 0b305b2..62960c2 100644
--- a/.github/workflows/test-pypi-publish.yml
+++ b/.github/workflows/test-pypi-publish.yml
@@ -33,7 +33,7 @@ jobs:
       contents: read
     steps:
       - name: Checkout code
-        uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           persist-credentials: false
 
@@ -44,7 +44,7 @@ jobs:
         run: uv build
 
       - name: Upload distribution packages
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
         with:
           name: python-package-distributions
           path: dist/
@@ -59,7 +59,7 @@ jobs:
       id-token: write
     steps:
       - name: Download distribution packages
-        uses: actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093 # v4
+        uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
           name: python-package-distributions
           path: dist/