diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 387a27f..7264697 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -31,13 +31,13 @@ jobs:
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  # v4.2.2
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@7211b7c8077ea37d8641b6271f6a365a22a5fbfa  # v4.36.0
+        uses: github/codeql-action/init@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
         with:
           languages: ${{ matrix.language }}
           queries: security-and-quality
 
       # Python is interpreted — no build step needed; analyze directly.
       - name: Perform CodeQL analysis
-        uses: github/codeql-action/analyze@7211b7c8077ea37d8641b6271f6a365a22a5fbfa  # v4.36.0
+        uses: github/codeql-action/analyze@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
         with:
           category: "/language:${{ matrix.language }}"
diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
index aed01eb..693288f 100644
--- a/.github/workflows/scorecard.yml
+++ b/.github/workflows/scorecard.yml
@@ -46,6 +46,6 @@ jobs:
           retention-days: 5
 
       - name: Upload SARIF to code-scanning
-        uses: github/codeql-action/upload-sarif@7211b7c8077ea37d8641b6271f6a365a22a5fbfa  # v4.36.0
+        uses: github/codeql-action/upload-sarif@8aad20d150bbac5944a9f9d289da16a4b0d87c1e  # v4.36.2
         with:
           sarif_file: results.sarif