diff --git a/.github/workflows/codeql-branch-probe.yml b/.github/workflows/codeql-branch-probe.yml
index 98442c27..7d77d6d5 100644
--- a/.github/workflows/codeql-branch-probe.yml
+++ b/.github/workflows/codeql-branch-probe.yml
@@ -33,14 +33,14 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
+        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
         with:
           languages: python
           queries: +security-extended
           config-file: ./.github/codeql/codeql-config.yml
 
       - name: Perform CodeQL analysis
-        uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
+        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
         with:
           category: "/language:python"
 
diff --git a/.github/workflows/docker-release-benchmark.yml b/.github/workflows/docker-release-benchmark.yml
index 25858732..90fabaca 100644
--- a/.github/workflows/docker-release-benchmark.yml
+++ b/.github/workflows/docker-release-benchmark.yml
@@ -107,7 +107,7 @@ jobs:
         run: .github/scripts/preflight-runner.sh base docker
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Validate DHI authentication
         env:
@@ -139,7 +139,7 @@ jobs:
 
       - name: Build and push AMD64 by digest
         id: build
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
         with:
           context: .
           file: docker/Dockerfile
@@ -207,12 +207,12 @@ jobs:
         run: .github/scripts/preflight-runner.sh base docker
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@96fe6ef7f33517b61c61be40b68a1882f3264fb8 # v4.2.0
+        uses: docker/setup-qemu-action@99012661954931238ded8c8b007157a8430204e1 # v4.4.0
         with:
           platforms: arm64
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Validate DHI authentication
         env:
@@ -248,7 +248,7 @@ jobs:
 
       - name: Build and push ARM64 by digest
         id: build
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
         with:
           context: .
           file: docker/Dockerfile
@@ -475,7 +475,7 @@ jobs:
           merge-multiple: true
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Log in to GHCR
         uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
diff --git a/.github/workflows/docker-release.yml b/.github/workflows/docker-release.yml
index db342658..7d20a710 100644
--- a/.github/workflows/docker-release.yml
+++ b/.github/workflows/docker-release.yml
@@ -187,7 +187,7 @@ jobs:
         run: .github/scripts/preflight-runner.sh base docker
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Validate DHI authentication
         env:
@@ -231,7 +231,7 @@ jobs:
 
       - name: Build and push AMD64 by digest
         id: build
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
         with:
           context: .
           file: docker/Dockerfile
@@ -302,12 +302,12 @@ jobs:
         run: .github/scripts/preflight-runner.sh base docker
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@96fe6ef7f33517b61c61be40b68a1882f3264fb8 # v4.2.0
+        uses: docker/setup-qemu-action@99012661954931238ded8c8b007157a8430204e1 # v4.4.0
         with:
           platforms: arm64
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Validate DHI authentication
         env:
@@ -351,7 +351,7 @@ jobs:
 
       - name: Build and push ARM64 by digest
         id: build
-        uses: docker/build-push-action@53b7df96c91f9c12dcc8a07bcb9ccacbed38856a # v7.3.0
+        uses: docker/build-push-action@c3c9e263c25d99ce0380d002d59b67737d91b0dc # v7.4.0
         with:
           context: .
           file: docker/Dockerfile
@@ -459,7 +459,7 @@ jobs:
       - name: Upload SARIF to GitHub Security
         if: always()
         continue-on-error: true
-        uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
+        uses: github/codeql-action/upload-sarif@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
         with:
           sarif_file: ${{ steps.scan.outputs.sarif }}
           category: container-scan
@@ -575,10 +575,10 @@ jobs:
           merge-multiple: true
 
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@96fe6ef7f33517b61c61be40b68a1882f3264fb8 # v4.2.0
+        uses: docker/setup-qemu-action@99012661954931238ded8c8b007157a8430204e1 # v4.4.0
         with:
           platforms: arm64
 
@@ -786,7 +786,7 @@ jobs:
 
       - name: Set up Docker Buildx
         if: github.event_name == 'workflow_dispatch'
-        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
+        uses: docker/setup-buildx-action@f87e5991a6d7451dcb8d9637bfbc97413f497069 # v4.4.1
 
       - name: Log in to GHCR
         uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4.6.0
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 165a3a7e..febbcb2e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -256,7 +256,7 @@ jobs:
 
       - name: Create GitHub Release
         if: steps.release.outputs.skip != 'true'
-        uses: softprops/action-gh-release@3d0d9888cb7fd7b750713d6e236d1fcb99157228 # v3.0.2
+        uses: softprops/action-gh-release@efb35369e0ad2afab669f228072c1b0d510eae64 # v3.0.3
         with:
           tag_name: ${{ steps.release.outputs.tag }}
           name: "Pullbox ${{ steps.version.outputs.tag }}"
diff --git a/.github/workflows/security.yml b/.github/workflows/security.yml
index e7f5e692..db6d36b7 100644
--- a/.github/workflows/security.yml
+++ b/.github/workflows/security.yml
@@ -317,14 +317,14 @@ jobs:
       - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
 
       - name: Initialize CodeQL
-        uses: github/codeql-action/init@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
+        uses: github/codeql-action/init@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
         with:
           languages: python
           queries: +security-extended
           config-file: ./.github/codeql/codeql-config.yml
 
       - name: Perform CodeQL analysis
-        uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
+        uses: github/codeql-action/analyze@2892aa5e19bbd11bc0cff5427e3b750a04d9e3c2 # v4.38.2
         with:
           category: "/language:python"