diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 75173e36..ac4b3f3c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -89,14 +89,14 @@ jobs:
       # (the scan + gate still run).
       - name: Upload SARIF (root module)
         if: always() && github.event.pull_request.head.repo.fork != true
-        uses: github/codeql-action/upload-sarif@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
+        uses: github/codeql-action/upload-sarif@9b3254085494b55a0f7c4c2b3d2d52cc712ce370 # v4.39.1
         with:
           sarif_file: govulncheck-root.sarif
           category: govulncheck-root
 
       - name: Upload SARIF (test/integration module)
         if: always() && github.event.pull_request.head.repo.fork != true
-        uses: github/codeql-action/upload-sarif@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
+        uses: github/codeql-action/upload-sarif@9b3254085494b55a0f7c4c2b3d2d52cc712ce370 # v4.39.1
         with:
           sarif_file: govulncheck-integration.sarif
           category: govulncheck-integration
diff --git a/.github/workflows/trivy.yml b/.github/workflows/trivy.yml
index 5c3683cf..88a05474 100644
--- a/.github/workflows/trivy.yml
+++ b/.github/workflows/trivy.yml
@@ -52,7 +52,7 @@ jobs:
       # (the scan + gate still run).
       - name: Upload SARIF to code scanning
         if: always() && github.event.pull_request.head.repo.fork != true
-        uses: github/codeql-action/upload-sarif@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
+        uses: github/codeql-action/upload-sarif@9b3254085494b55a0f7c4c2b3d2d52cc712ce370 # v4.39.1
         with:
           sarif_file: trivy-results.sarif
 
@@ -94,6 +94,6 @@ jobs:
           output: trivy-results.sarif
 
       - name: Upload SARIF to code scanning
-        uses: github/codeql-action/upload-sarif@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
+        uses: github/codeql-action/upload-sarif@9b3254085494b55a0f7c4c2b3d2d52cc712ce370 # v4.39.1
         with:
           sarif_file: trivy-results.sarif
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index 8820f7a8..d0ed959b 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -30,7 +30,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Python
-        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
+        uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7.1.0
         with:
           python-version: "3.13"