diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
index cc20333..1a9805e 100644
--- a/.github/workflows/scorecard.yml
+++ b/.github/workflows/scorecard.yml
@@ -33,7 +33,7 @@ jobs:
           path: results.sarif
           retention-days: 5
 
-      - uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+      - uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         continue-on-error: true
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index 9ff20d1..c218a8a 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -56,7 +56,7 @@ jobs:
           version: 'v0.69.3'
 
       - name: Upload Trivy scan results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         if: always()
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
@@ -84,7 +84,7 @@ jobs:
         run: gosec -no-fail -fmt sarif -out gosec-results.sarif ./...
 
       - name: Upload gosec scan results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         if: always()
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
@@ -121,7 +121,7 @@ jobs:
           go-version-file: go.mod
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         with:
           languages: go
           build-mode: manual
@@ -133,14 +133,14 @@ jobs:
         run: go build ./...
 
       - name: Perform CodeQL analysis
-        uses: github/codeql-action/analyze@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         with:
           category: codeql-go
           upload: never
           output: sarif-results
 
       - name: Upload SARIF to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
           sarif_file: sarif-results
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 8f1e1e6..c1ec609 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -70,7 +70,7 @@ jobs:
         uses: rhysd/actionlint@914e7df21a07ef503a81201c76d2b11c789d3fca # v1.7.12
 
       - name: Run zizmor
-        uses: zizmorcore/zizmor-action@3dc1ecc9bcb9e94e9b2c709687979e1298497054 # v0.6.2
+        uses: zizmorcore/zizmor-action@70fb788f84895a7701f5643d103d587e460b5c99 # v0.6.3
         with:
           advanced-security: false
 
diff --git a/seed/.github/workflows/release.yml b/seed/.github/workflows/release.yml
index 70f1c1e..4bea57d 100644
--- a/seed/.github/workflows/release.yml
+++ b/seed/.github/workflows/release.yml
@@ -201,7 +201,7 @@ jobs:
         uses: sigstore/cosign-installer@6f9f17788090df1f26f669e9d70d6ae9567deba6 # v4.1.2
 
       - name: Install Syft
-        uses: anchore/sbom-action/download-syft@e22c389904149dbc22b58101806040fa8d37a610 # v0.24.0
+        uses: anchore/sbom-action/download-syft@3ad7283483fc7af8ff2b4ea19663c2d5ca935e26 # v0.24.2
 
       # Configure secrets.MACOS_SIGN_P12 (plus MACOS_SIGN_PASSWORD, MACOS_NOTARY_KEY,
       # MACOS_NOTARY_KEY_ID, MACOS_NOTARY_ISSUER_ID) to enable macOS notarization
diff --git a/seed/.github/workflows/scorecard.yml b/seed/.github/workflows/scorecard.yml
index cc20333..1a9805e 100644
--- a/seed/.github/workflows/scorecard.yml
+++ b/seed/.github/workflows/scorecard.yml
@@ -33,7 +33,7 @@ jobs:
           path: results.sarif
           retention-days: 5
 
-      - uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+      - uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         continue-on-error: true
         with:
           sarif_file: results.sarif
diff --git a/seed/.github/workflows/security.yml b/seed/.github/workflows/security.yml
index 1c9312f..1f9d4f9 100644
--- a/seed/.github/workflows/security.yml
+++ b/seed/.github/workflows/security.yml
@@ -61,7 +61,7 @@ jobs:
           version: 'v0.69.3'
 
       - name: Upload Trivy scan results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         if: always()
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
@@ -107,7 +107,7 @@ jobs:
           gosec -no-fail -fmt sarif -out gosec-results.sarif ./...
 
       - name: Upload gosec scan results to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         if: always()
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
@@ -163,7 +163,7 @@ jobs:
         run: git config --global url."https://x-access-token:${TOKEN}@github.com/".insteadOf "https://github.com/"
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         with:
           languages: go
           build-mode: manual
@@ -175,14 +175,14 @@ jobs:
         run: go build ./...
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         with:
           category: codeql-go
           upload: never
           output: sarif-results
 
       - name: Upload SARIF to GitHub Security tab
-        uses: github/codeql-action/upload-sarif@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
+        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
         continue-on-error: true  # Requires GitHub Advanced Security
         with:
           sarif_file: sarif-results