diff --git a/.github/workflows/ossf-scorecard.yml b/.github/workflows/ossf-scorecard.yml
index 14da57c..da72a55 100644
--- a/.github/workflows/ossf-scorecard.yml
+++ b/.github/workflows/ossf-scorecard.yml
@@ -34,7 +34,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -75,6 +75,6 @@ jobs:
       # Upload the results to GitHub's code scanning dashboard (optional).
       # Commenting out will disable upload of results to your repo's Code Scanning dashboard
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
+        uses: github/codeql-action/upload-sarif@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4e3e643..bd929a5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -29,7 +29,7 @@ jobs:
       attestations: write # actions/attest-build-provenance
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -90,7 +90,7 @@ jobs:
       contents: write # softprops/action-gh-release
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -131,7 +131,7 @@ jobs:
       attestations: read # gh attestation verify
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: block
           disable-telemetry: true
diff --git a/.github/workflows/test-dast.yml b/.github/workflows/test-dast.yml
index 016182e..615e3d9 100644
--- a/.github/workflows/test-dast.yml
+++ b/.github/workflows/test-dast.yml
@@ -21,7 +21,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-dco.yml b/.github/workflows/test-dco.yml
index 65fe415..207a052 100644
--- a/.github/workflows/test-dco.yml
+++ b/.github/workflows/test-dco.yml
@@ -17,7 +17,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-lint.yml b/.github/workflows/test-lint.yml
index f87b340..f78a726 100644
--- a/.github/workflows/test-lint.yml
+++ b/.github/workflows/test-lint.yml
@@ -21,7 +21,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-mutation.yml b/.github/workflows/test-mutation.yml
index 39b9250..8382f5b 100644
--- a/.github/workflows/test-mutation.yml
+++ b/.github/workflows/test-mutation.yml
@@ -22,7 +22,7 @@ jobs:
       packages: ${{ steps.list.outputs.packages }}
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -47,7 +47,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-perf.yml b/.github/workflows/test-perf.yml
index 5143b24..66b4cd1 100644
--- a/.github/workflows/test-perf.yml
+++ b/.github/workflows/test-perf.yml
@@ -24,7 +24,7 @@ jobs:
       packages: ${{ steps.list.outputs.packages }}
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -49,7 +49,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-sast.yml b/.github/workflows/test-sast.yml
index 7bc2a22..b4f74a0 100644
--- a/.github/workflows/test-sast.yml
+++ b/.github/workflows/test-sast.yml
@@ -25,7 +25,7 @@ jobs:
     if: (github.actor != 'dependabot[bot]')
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -53,7 +53,7 @@ jobs:
     if: (github.actor != 'dependabot[bot]')
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -102,7 +102,7 @@ jobs:
     if: (github.actor != 'dependabot[bot]')
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -131,7 +131,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -169,7 +169,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -179,16 +179,16 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
+        uses: github/codeql-action/init@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
         with:
           languages: ${{ matrix.language }}
           queries: +security-and-quality
 
       - name: Autobuild
-        uses: github/codeql-action/autobuild@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
+        uses: github/codeql-action/autobuild@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
 
       - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
+        uses: github/codeql-action/analyze@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
         with:
           category: "/language:${{ matrix.language }}"
 
@@ -219,7 +219,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -241,7 +241,7 @@ jobs:
       security-events: write
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -250,7 +250,7 @@ jobs:
         with:
           persist-credentials: false
       - name: zizmor
-        uses: zizmorcore/zizmor-action@6fc4b006235f201fdab3722e17240ab420d580e5 # v0.6.1
+        uses: zizmorcore/zizmor-action@3dc1ecc9bcb9e94e9b2c709687979e1298497054 # v0.6.2
 
   # https://github.com/trufflesecurity/trufflehog
   trufflehog:
@@ -260,7 +260,7 @@ jobs:
     if: (github.actor != 'dependabot[bot]')
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
@@ -282,7 +282,7 @@ jobs:
     if: (github.actor != 'dependabot[bot]')
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-types.yml b/.github/workflows/test-types.yml
index 6dbc4bd..6728a2e 100644
--- a/.github/workflows/test-types.yml
+++ b/.github/workflows/test-types.yml
@@ -21,7 +21,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/test-unit.yml b/.github/workflows/test-unit.yml
index 9617331..588f18f 100644
--- a/.github/workflows/test-unit.yml
+++ b/.github/workflows/test-unit.yml
@@ -21,7 +21,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true
diff --git a/.github/workflows/website-cloudflare-pages.yml b/.github/workflows/website-cloudflare-pages.yml
index db7a334..83051da 100644
--- a/.github/workflows/website-cloudflare-pages.yml
+++ b/.github/workflows/website-cloudflare-pages.yml
@@ -25,7 +25,7 @@ jobs:
 
     steps:
       - name: Harden runner
-        uses: step-security/harden-runner@bf7454d06d71f1098171f2acdf0cd4708d7b5920 # v2.20.0
+        uses: step-security/harden-runner@b09bb98e06d4d774595224525879c09bc6e98c40 # v2.20.1
         with:
           egress-policy: audit
           disable-telemetry: true