diff --git a/.github/mergify.yml b/.github/mergify.yml
index 97a67be7..715aa1c8 100644
--- a/.github/mergify.yml
+++ b/.github/mergify.yml
@@ -14,11 +14,6 @@ pull_request_rules:
       - files = .trunk/trunk.yaml
     actions:
       merge:
-  - name: Delete branch after close
-    conditions:
-      - closed
-    actions:
-      delete_head_branch:
   - name: Comment when a pull request is merged
     conditions:
       - merged
@@ -83,6 +78,6 @@ queue_rules:
           - check-success = GitGuardian Security Checks
           - check-success = SonarCloud
           - check-success = Trunk Check
-          - check-success = CodeRabbit
           - check-success = Test Image / API Test
           - check-success = CodeQL
+          # - check-success = CodeRabbit
diff --git a/.github/renovate.json b/.github/renovate.json
index 74099f6b..22474119 100644
--- a/.github/renovate.json
+++ b/.github/renovate.json
@@ -10,6 +10,8 @@
       "dependencies"
     ]
   },
+  "osvVulnerabilityAlerts": true,
+  "dependencyDashboardOSVVulnerabilitySummary": "all",
   "ignorePaths": [
     "pyproject.toml"
   ]
diff --git a/.github/workflows/.docker.yaml b/.github/workflows/.docker.yaml
index 07deebb0..a45bdd3a 100644
--- a/.github/workflows/.docker.yaml
+++ b/.github/workflows/.docker.yaml
@@ -22,19 +22,28 @@ permissions:
 jobs:
   check_dockerfile:
     name: Validate Dockerfile
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     if: ${{ inputs.is_test }}
     environment:
       name: code_quality
     steps:
       - name: Checkout repository
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
+      - name: Install APT packages
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y docker.io
+          sudo systemctl start docker
       - name: Log in to ${{ inputs.registry }} Registry
         uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3
         with:
           registry: ${{ inputs.registry }}
           username: mh0386
           password: ${{ inputs.registry == 'ghcr.io' && secrets.GH_TOKEN || inputs.registry == 'docker.io' && secrets.TOKEN_KEY_DOCKER }}
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3
       - name: Validate build configuration
         uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6
         with:
@@ -55,16 +64,13 @@ jobs:
     name: Build and push Docker image to ${{ inputs.registry }}
     needs: check_dockerfile
     if: ${{ always() && !cancelled() }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     outputs:
       image_tag: ${{ steps.tag.outputs.TAG }}
     environment:
       name: docker_image
       url: ${{inputs.registry}}/${{github.repository}}
     steps:
-      - name: Free Disk Space
-        if: github.event_name != 'pull_request'
-        uses: jlumbroso/free-disk-space@54081f138730dfa15788a46383842cd2f914a1be # v1.3.1
       - name: Checkout repository
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
       - name: Get Python version from pyproject.toml
@@ -72,6 +78,18 @@ jobs:
         uses: mikefarah/yq@0ecdce24e83f0fa127940334be98c86b07b0c488 # v4.48.1
         with:
           cmd: yq -roy '.project.requires-python' pyproject.toml
+      - name: Install APT packages
+        run: sudo apt-get update && sudo apt-get install -y docker.io
+      - name: Set up Docker
+        uses: docker/setup-docker-action@v4.5.0
+        with:
+          daemon-config: |
+            {
+              "debug": true,
+              "features": {
+                "containerd-snapshotter": true
+              }
+            }
       - name: Log in to ${{ inputs.registry }} Registry
         uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3
         with:
@@ -126,7 +144,7 @@ jobs:
     name: Docker Scout (${{ matrix.commands }})
     needs: build_image
     if: ${{ always() && !cancelled() }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     environment:
       name: docker_image
     strategy:
@@ -137,6 +155,18 @@ jobs:
           - cves
           - recommendations
     steps:
+      - name: Install APT packages
+        run: sudo apt-get update && sudo apt-get install -y docker.io
+      - name: Set up Docker
+        uses: docker/setup-docker-action@v4.5.0
+        with:
+          daemon-config: |
+            {
+              "debug": true,
+              "features": {
+                "containerd-snapshotter": true
+              }
+            }
       - name: Log in to ${{ inputs.registry }} Registry
         uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3
         with:
@@ -155,7 +185,7 @@ jobs:
   api_test:
     name: API Test
     needs: build_image
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     if: ${{ always() && !cancelled() && inputs.is_test }}
     environment:
       name: api_test
@@ -194,7 +224,7 @@ jobs:
       - api_test
       - docker_scout
     if: ${{ always() && !cancelled() && inputs.registry == 'ghcr.io' }}
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     environment:
       name: docker_image
     steps:
diff --git a/.github/workflows/.lint.yaml b/.github/workflows/.lint.yaml
index dd1d058b..ca4c2c16 100644
--- a/.github/workflows/.lint.yaml
+++ b/.github/workflows/.lint.yaml
@@ -8,7 +8,7 @@ permissions:
 jobs:
   format:
     name: Format
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     permissions:
       contents: write
     environment:
@@ -37,7 +37,7 @@ jobs:
           commit_options: '--no-verify'
   check:
     name: Check
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     environment:
       name: code_quality
     needs: format
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 798109ea..d3d414e4 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -20,7 +20,7 @@ jobs:
       UV_LINK_MODE: "copy"
     permissions:
       contents: write
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     steps:
       - name: Checkout Code
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5
@@ -64,7 +64,7 @@ jobs:
   github_release:
     name: Create GitHub Release
     needs: setup_and_build
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     environment:
       name: github
       url: ${{github.event.repository.html_url}}/releases/tag/${{github.ref_name}}
diff --git a/.github/workflows/ci_tools.yaml b/.github/workflows/ci_tools.yaml
index 61fe6d75..e4a4e07e 100644
--- a/.github/workflows/ci_tools.yaml
+++ b/.github/workflows/ci_tools.yaml
@@ -15,7 +15,7 @@ concurrency:
 jobs:
   trunk_upgrade:
     name: Upgrade Trunk
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     if: github.event_name == 'schedule'
     permissions:
       contents: write
@@ -28,7 +28,7 @@ jobs:
         uses: trunk-io/trunk-action/upgrade@75699af9e26881e564e9d832ef7dc3af25ec031b # v1
   cache_trunk:
     name: Cache Trunk
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     if: github.event_name == 'push'
     permissions:
       actions: write
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index df6454c4..45564451 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -10,7 +10,7 @@ concurrency:
 jobs:
   pypi:
     name: Upload Python Package
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     permissions:
       contents: read
       id-token: write
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 5df150e4..5605933f 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -12,7 +12,7 @@ permissions: read-all
 jobs:
   compatibility:
     name: Check Dependency Compatibility
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-slim
     environment:
       name: code_quality
     permissions: