diff --git a/.github/workflows/agent-task-dispatch.yml b/.github/workflows/agent-task-dispatch.yml
index a26e48e..5efb5c5 100644
--- a/.github/workflows/agent-task-dispatch.yml
+++ b/.github/workflows/agent-task-dispatch.yml
@@ -23,7 +23,7 @@ jobs:
       issues: write # posts one comment with the structural check result; nothing else is written
     steps:
       - name: Harden runner (egress audit)
-        uses: step-security/harden-runner@e14015d583714f6e62063499dc959a02595150a1 # v2.21.1
+        uses: step-security/harden-runner@dc2769abcc0fcfbadfc1df54081c1608579ef6b2 # v2.22.2
         with:
           egress-policy: audit
 
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 0278198..009965c 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -28,7 +28,7 @@ jobs:
       security-events: write # uploads SARIF to code scanning
     steps:
       - name: Harden runner (egress audit)
-        uses: step-security/harden-runner@e14015d583714f6e62063499dc959a02595150a1 # v2.21.1
+        uses: step-security/harden-runner@dc2769abcc0fcfbadfc1df54081c1608579ef6b2 # v2.22.2
         with:
           egress-policy: audit
 
@@ -38,13 +38,13 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/init@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
         with:
           languages: python
           build-mode: none
           queries: security-and-quality
 
       - name: Analyze
-        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/analyze@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
         with:
           category: "/language:python"
diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml
index 2373ff6..4f339c3 100644
--- a/.github/workflows/dependency-review.yml
+++ b/.github/workflows/dependency-review.yml
@@ -26,7 +26,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Harden runner (egress audit)
-        uses: step-security/harden-runner@e14015d583714f6e62063499dc959a02595150a1 # v2.21.1
+        uses: step-security/harden-runner@dc2769abcc0fcfbadfc1df54081c1608579ef6b2 # v2.22.2
         with:
           egress-policy: audit
 
diff --git a/.github/workflows/reusable-codeql.yml b/.github/workflows/reusable-codeql.yml
index 778090a..f6d56f4 100644
--- a/.github/workflows/reusable-codeql.yml
+++ b/.github/workflows/reusable-codeql.yml
@@ -46,11 +46,11 @@ jobs:
           persist-credentials: false
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/init@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
         with:
           languages: ${{ inputs.languages }}
           build-mode: ${{ inputs.build-mode }}
           queries: ${{ inputs.queries }}
 
       - name: Analyze
-        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/analyze@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
diff --git a/.github/workflows/reusable-sbom-provenance.yml b/.github/workflows/reusable-sbom-provenance.yml
index 9a39e3f..8960e8c 100644
--- a/.github/workflows/reusable-sbom-provenance.yml
+++ b/.github/workflows/reusable-sbom-provenance.yml
@@ -47,7 +47,7 @@ jobs:
           persist-credentials: false
 
       - name: Generate SBOM
-        uses: anchore/sbom-action@3ad7283483fc7af8ff2b4ea19663c2d5ca935e26 # v0.24.2
+        uses: anchore/sbom-action@66cbf4bc1f1c0d2edc94016e65bc221b6bb0ad6c # v0.24.3
         with:
           path: ${{ inputs.sbom-path }}
           format: ${{ inputs.sbom-format }}
diff --git a/.github/workflows/reusable-validate.yml b/.github/workflows/reusable-validate.yml
index a235a4e..46558c5 100644
--- a/.github/workflows/reusable-validate.yml
+++ b/.github/workflows/reusable-validate.yml
@@ -69,14 +69,14 @@ jobs:
 
       - name: Setup Node.js (with cache)
         if: inputs.package-manager != 'bun'
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: ${{ inputs.node-version }}
           cache: ${{ inputs.package-manager }}
 
       - name: Setup Node.js
         if: inputs.package-manager == 'bun'
-        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
+        uses: actions/setup-node@949feb2413d6458794dcd2491c4babbbce0c15c1 # v7.1.0
         with:
           node-version: ${{ inputs.node-version }}
 
diff --git a/.github/workflows/reusable-workflow-lint.yml b/.github/workflows/reusable-workflow-lint.yml
index ad7059c..69f29aa 100644
--- a/.github/workflows/reusable-workflow-lint.yml
+++ b/.github/workflows/reusable-workflow-lint.yml
@@ -29,7 +29,7 @@ jobs:
           persist-credentials: false
 
       - name: Run zizmor
-        uses: zizmorcore/zizmor-action@cc914d7f3750a2d13d75c7f184a1060aa0e9d482 # v0.6.4
+        uses: zizmorcore/zizmor-action@85b2b9fb8e3325e7a23d7d0a9d7ba5ae0f999e3e # v0.7.1
         with:
           persona: ${{ inputs.persona }}
           advanced-security: false
diff --git a/.github/workflows/scorecard.yml b/.github/workflows/scorecard.yml
index 66ae64b..c4dbc43 100644
--- a/.github/workflows/scorecard.yml
+++ b/.github/workflows/scorecard.yml
@@ -28,7 +28,7 @@ jobs:
       security-events: write # uploads SARIF to code scanning
     steps:
       - name: Harden runner (egress audit)
-        uses: step-security/harden-runner@e14015d583714f6e62063499dc959a02595150a1 # v2.21.1
+        uses: step-security/harden-runner@dc2769abcc0fcfbadfc1df54081c1608579ef6b2 # v2.22.2
         with:
           egress-policy: audit
 
@@ -38,20 +38,20 @@ jobs:
           persist-credentials: false
 
       - name: Run Scorecard
-        uses: ossf/scorecard-action@2d1146689b8cda280b9bc96326124645441f03bc # v2.4.4
+        uses: ossf/scorecard-action@fa7117db83c52d787ae5a89f350999701505d78e # v2.5.0
         with:
           results_file: results.sarif
           results_format: sarif
           publish_results: true
 
       - name: Upload SARIF artifact
-        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7.0.1
+        uses: actions/upload-artifact@cf430e030ddbb5b0abf93d22962f4752f3646cd9 # v7.0.2
         with:
           name: scorecard-sarif
           path: results.sarif
           retention-days: 5
 
       - name: Upload to code scanning
-        uses: github/codeql-action/upload-sarif@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
+        uses: github/codeql-action/upload-sarif@6f2ac81f5cd81fe351a197ba0b00d91d03cd2aee # v4.39.0
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/workflow-lint.yml b/.github/workflows/workflow-lint.yml
index f5e733c..f39195a 100644
--- a/.github/workflows/workflow-lint.yml
+++ b/.github/workflows/workflow-lint.yml
@@ -26,7 +26,7 @@ jobs:
     timeout-minutes: 10
     steps:
       - name: Harden runner (egress audit)
-        uses: step-security/harden-runner@e14015d583714f6e62063499dc959a02595150a1 # v2.21.1
+        uses: step-security/harden-runner@dc2769abcc0fcfbadfc1df54081c1608579ef6b2 # v2.22.2
         with:
           egress-policy: audit
 
@@ -36,7 +36,7 @@ jobs:
           persist-credentials: false
 
       - name: Run zizmor (pedantic)
-        uses: zizmorcore/zizmor-action@cc914d7f3750a2d13d75c7f184a1060aa0e9d482 # v0.6.4
+        uses: zizmorcore/zizmor-action@85b2b9fb8e3325e7a23d7d0a9d7ba5ae0f999e3e # v0.7.1
         with:
           persona: pedantic
           advanced-security: false