diff --git a/.github/workflows/cluster-pipeline.yaml b/.github/workflows/cluster-pipeline.yaml
new file mode 100644
index 0000000..ad798d4
--- /dev/null
+++ b/.github/workflows/cluster-pipeline.yaml
@@ -0,0 +1,436 @@
+name: Cluster Pipeline
+
+on:
+  push:
+    paths:
+      - 'cluster-api/**'
+      - 'cluster-service/**'
+      - 'cluster-status/**'
+      - 'cluster-ui/**'
+    branches:
+      - '**'  
+  pull_request:
+    paths:
+      - 'cluster-api/**'
+      - 'cluster-service/**'
+      - 'cluster-status/**'
+      - 'cluster-ui/**'
+  workflow_dispatch:
+
+
+jobs:
+  changed_files:
+    runs-on: ubuntu-latest
+    outputs:
+      python_api: ${{ steps.changes.outputs.cluster-api }}
+      python_service: ${{ steps.changes.outputs.cluster-service }}
+      go: ${{ steps.changes.outputs.cluster-status }}
+      typescript: ${{ steps.changes.outputs.cluster-ui }}
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      
+      - name: Get changed files by directory
+        id: changes
+        run: |
+          if [[ "${{ github.event_name }}" == "pull_request" ]]; then
+            BASE_SHA=${{ github.event.pull_request.base.sha }}
+            HEAD_SHA=${{ github.event.pull_request.head.sha }}
+          else
+            BASE_SHA=$(git rev-parse HEAD^)
+            HEAD_SHA=$(git rev-parse HEAD)
+          fi
+          
+          echo "Checking changes between $BASE_SHA and $HEAD_SHA"
+          
+          # Check each directory separately
+          if git diff --name-only $BASE_SHA $HEAD_SHA | grep -q "^cluster-api/"; then
+            echo "cluster-api=true" >> $GITHUB_OUTPUT
+          else
+            echo "cluster-api=false" >> $GITHUB_OUTPUT
+          fi
+          
+          if git diff --name-only $BASE_SHA $HEAD_SHA | grep -q "^cluster-service/"; then
+            echo "cluster-service=true" >> $GITHUB_OUTPUT
+          else
+            echo "cluster-service=false" >> $GITHUB_OUTPUT
+          fi
+          
+          if git diff --name-only $BASE_SHA $HEAD_SHA | grep -q "^cluster-status/"; then
+            echo "cluster-status=true" >> $GITHUB_OUTPUT
+          else
+            echo "cluster-status=false" >> $GITHUB_OUTPUT
+          fi
+          
+          if git diff --name-only $BASE_SHA $HEAD_SHA | grep -q "^cluster-ui/"; then
+            echo "cluster-ui=true" >> $GITHUB_OUTPUT
+          else
+            echo "cluster-ui=false" >> $GITHUB_OUTPUT
+          fi
+
+  cluster-api-lint:
+    needs: changed_files
+    if: needs.changed_files.outputs.python_api == 'true'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Check for Python files
+        id: check-python
+        run: |
+          if find cluster-api -name "*.py" -print -quit | grep -q .; then
+            echo "has_python_files=true" >> $GITHUB_OUTPUT
+          else
+            echo "has_python_files=false" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Set up Python
+        if: steps.check-python.outputs.has_python_files == 'true'
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+      
+      - name: Install Python linting tools
+        if: steps.check-python.outputs.has_python_files == 'true'
+        working-directory: cluster-api
+        run: |
+          python -m pip install --upgrade pip
+          pip install flake8 black isort pylint
+
+      - name: Run Pylint
+        if: steps.check-python.outputs.has_python_files == 'true'
+        working-directory: cluster-api
+        run: |
+          find . -type f -name "*.py" -not -path "*/\.*" -exec pylint {} + || echo "Linting completed with warnings"
+  gitleaks-cluster-api:
+    name: GitLeaks Security Scan
+    runs-on: ubuntu-latest
+    needs: cluster-api-lint
+    permissions:
+      security-events: write  
+      contents: read
+    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  
+
+      - name: Run GitLeaks
+        uses: gitleaks/gitleaks-action@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          config-path: .gitleaks.toml  
+          enable-upload-artifact: true
+          report-format: sarif
+          report-path: gitleaks-report.sarif
+      
+  cluster-api-build:
+    runs-on: ubuntu-latest
+    needs: gitleaks-cluster-api
+    if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v4
+      - name: Docker Build and Push
+        if: github.event_name != 'pull_request'
+        working-directory: cluster-api
+        env:
+            CLUSTER_API_REGISTRY_URL: ${{secrets.CLUSTER_API_REGISTRY_URL}}
+            CLUSTER_API_REGISTRY_USER: ${{secrets.CLUSTER_API_REGISTRY_USER}}
+            CLUSTER_API_REGISTRY_PASSWORD: ${{secrets.CLUSTER_API_REGISTRY_PASSWORD}}
+            
+        run: |
+          echo "Docker login to $REGISTRY_HOST"
+          
+
+          docker login -u ${{secrets.CLUSTER_API_REGISTRY_USER}} -p "${{secrets.CLUSTER_API_REGISTRY_PASSWORD}}"
+          
+          echo "Building Docker image"
+          docker build . -t ${{secrets.CLUSTER_API_REGISTRY_URL}}:${{ github.sha }} -t ${{secrets.CLUSTER_API_REGISTRY_URL}}:latest
+          
+          echo "Pushing Docker image"
+          docker push ${{secrets.CLUSTER_API_REGISTRY_URL}}:${{ github.sha }}
+          docker push ${{secrets.CLUSTER_API_REGISTRY_URL}}:latest
+          
+          echo "Clean up"
+          if [ -f .id_rsa ]; then rm .id_rsa; fi
+
+  cluster-service-lint:
+    needs: changed_files
+    if: needs.changed_files.outputs.python_service == 'true'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Check for Python files
+        id: check-python
+        run: |
+          if find cluster-service -name "*.py" -print -quit | grep -q .; then
+            echo "has_python_files=true" >> $GITHUB_OUTPUT
+          else
+            echo "has_python_files=false" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Set up Python
+        if: steps.check-python.outputs.has_python_files == 'true'
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+      
+      - name: Install Python linting tools
+        if: steps.check-python.outputs.has_python_files == 'true'
+        working-directory: cluster-service
+        run: |
+          python -m pip install --upgrade pip
+          pip install flake8 black isort pylint
+
+      - name: Run Pylint
+        if: steps.check-python.outputs.has_python_files == 'true'
+        working-directory: cluster-service
+        run: |
+        
+  gitleaks-cluster-service:
+    name: GitLeaks Security Scan
+    runs-on: ubuntu-latest
+    needs: cluster-service-lint
+    permissions:
+      security-events: write  
+      contents: read
+    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  
+
+      - name: Run GitLeaks
+        uses: gitleaks/gitleaks-action@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          config-path: .gitleaks.toml  
+          enable-upload-artifact: true
+          report-format: sarif
+          report-path: gitleaks-report.sarif
+
+  cluster-service-build:
+    runs-on: ubuntu-latest
+    needs: gitleaks-cluster-service
+    if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v4
+      - name: Docker Build and Push
+        if: github.event_name != 'pull_request'
+        working-directory: cluster-api
+        env:
+            CLUSTER_SERIVCE_REGISTRY_URL: ${{secrets.CLUSTER_SERVICE_REGISTRY_URL}}
+            CLUSTER_SERIVCE_REGISTRY_USER: ${{secrets.CLUSTER_SERVICE_REGISTRY_USER}}
+            CLUSTER_SERIVCE_REGISTRY_PASSWORD: ${{secrets.CLUSTER_SERVICE_REGISTRY_PASSWORD}}
+            
+        run: |
+          echo "Docker login to $REGISTRY_HOST"
+          
+
+          docker login -u ${{secrets.CLUSTER_SERVICE_REGISTRY_USER}} -p "${{secrets.CLUSTER_SERVICE_REGISTRY_PASSWORD}}"
+          
+          echo "Building Docker image"
+          docker build . -t ${{secrets.CLUSTER_SERVICE_REGISTRY_URL}}:${{ github.sha }} -t ${{secrets.CLUSTER_SERVICE_REGISTRY_URL}}:latest
+          
+          echo "Pushing Docker image"
+          docker push ${{secrets.CLUSTER_SERVICE_REGISTRY_URL}}:${{ github.sha }}
+          docker push ${{secrets.CLUSTER_SERVICE_REGISTRY_URL}}:latest
+          
+          echo "Clean up"
+          if [ -f .id_rsa ]; then rm .id_rsa; fi
+
+  cluster-status-lint:
+    needs: changed_files
+    if: needs.changed_files.outputs.go == 'true'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      
+      - name: Set up Go
+        uses: actions/setup-go@v5
+        with:
+          go-version: '1.22'
+          cache: true
+
+      - name: Install Go tools
+        run: |
+          go install golang.org/x/tools/cmd/goimports@latest
+          go install honnef.co/go/tools/cmd/staticcheck@latest
+          go install github.com/golangci/golangci-lint/cmd/golangci-lint@latest
+          echo "$HOME/go/bin" >> $GITHUB_PATH
+
+      - name: Go Format Check
+        working-directory: cluster-status
+        run: |
+          if [ -n "$(gofmt -l .)" ]; then
+            echo "The following files need formatting:"
+            gofmt -l .
+            echo "Please run 'gofmt -w .' to format your code."
+            exit 1
+          fi
+
+      - name: Go Imports Check
+        working-directory: cluster-status
+        run: |
+          if [ -n "$(goimports -l .)" ]; then
+            echo "The following files have incorrect imports:"
+            goimports -l .
+            echo "Please run 'goimports -w .' to fix imports."
+            exit 1
+          fi
+
+      - name: Run golangci-lint
+        working-directory: cluster-status
+        run: golangci-lint run --timeout=5m
+
+      - name: Run staticcheck
+        working-directory: cluster-status
+        run: staticcheck ./...
+
+  gitleaks-cluster-status:
+    name: GitLeaks Security Scan
+    runs-on: ubuntu-latest
+    needs: cluster-status-lint
+    permissions:
+      security-events: write  
+      contents: read
+    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  
+
+      - name: Run GitLeaks
+        uses: gitleaks/gitleaks-action@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          config-path: .gitleaks.toml  
+          enable-upload-artifact: true
+          report-format: sarif
+          report-path: gitleaks-report.sarif
+
+  cluster-status-build:
+    runs-on: ubuntu-latest
+    needs: gitleaks-cluster-status
+    if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v4
+      - name: Docker Build and Push
+        if: github.event_name != 'pull_request'
+        working-directory: cluster-api
+        env:
+            CLUSTER_STATUS_REGISTRY_URL: ${{secrets.CLUSTER_STATUS_REGISTRY_URL}}
+            CLUSTER_STATUS_REGISTRY_USER: ${{secrets.CLUSTER_STATUS_REGISTRY_USER}}
+            CLUSTER_STATUS_REGISTRY_PASSWORD: ${{secrets.CLUSTER_STATUS_REGISTRY_PASSWORD}}
+            
+        run: |
+          echo "Docker login to $REGISTRY_HOST"
+          
+
+          docker login -u ${{secrets.CLUSTER_STATUS_REGISTRY_USER}} -p "${{secrets.CLUSTER_STATUS_REGISTRY_PASSWORD}}"
+          
+          echo "Building Docker image"
+          docker build . -t ${{secrets.CLUSTER_STATUS_REGISTRY_URL}}:${{ github.sha }} -t ${{secrets.CLUSTER_STATUS_REGISTRY_URL}}:latest
+          
+          echo "Pushing Docker image"
+          docker push ${{secrets.CLUSTER_STATUS_REGISTRY_URL}}:${{ github.sha }}
+          docker push ${{secrets.CLUSTER_STATUS_REGISTRY_URL}}:latest
+          
+          echo "Clean up"
+          if [ -f .id_rsa ]; then rm .id_rsa; fi
+
+  cluster-ui-lint:
+    needs: changed_files
+    if: needs.changed_files.outputs.typescript == 'true'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+          cache: 'npm'
+          cache-dependency-path: cluster-ui/package-lock.json
+
+      - name: Install Node.js dependencies
+        working-directory: cluster-ui
+        run: |
+          npm install -g eslint@^8.56.0 typescript @typescript-eslint/parser @typescript-eslint/eslint-plugin
+          npm ci
+
+      - name: Lint TypeScript
+        working-directory: cluster-ui
+        run: |
+          npx tsc --noEmit
+          npx eslint "**/*.{ts,tsx}" --fix
+
+      - name: Lint JavaScript
+        working-directory: cluster-ui
+        run: npx eslint "**/*.{js,jsx}" --fix
+  gitleaks-cluster-ui:
+    name: GitLeaks Security Scan
+    runs-on: ubuntu-latest
+    needs: cluster-ui-lint
+    permissions:
+      security-events: write  
+      contents: read
+    
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0  
+
+      - name: Run GitLeaks
+        uses: gitleaks/gitleaks-action@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          config-path: .gitleaks.toml  
+          enable-upload-artifact: true
+          report-format: sarif
+          report-path: gitleaks-report.sarif
+
+  cluster-ui-build:
+    runs-on: ubuntu-latest
+    needs: gitleaks-cluster-ui
+    if: github.ref == 'refs/heads/main' && github.event_name != 'pull_request'
+    steps:
+      - uses: actions/checkout@v4
+      - name: Docker Build and Push
+        if: github.event_name != 'pull_request'
+        working-directory: cluster-api
+        env:
+            CLUSTER_UI_REGISTRY_URL: ${{secrets.CLUSTER_UI_REGISTRY_URL}}
+            CLUSTER_UI_REGISTRY_USER: ${{secrets.CLUSTER_UI_REGISTRY_USER}}
+            CLUSTER_UI_REGISTRY_PASSWORD: ${{secrets.CLUSTER_UI_REGISTRY_PASSWORD}}
+            
+        run: |
+          echo "Docker login to $REGISTRY_HOST"
+          
+
+          docker login -u ${{secrets.CLUSTER_UI_REGISTRY_USER}} -p "${{secrets.CLUSTER_UI_REGISTRY_PASSWORD}}"
+          
+          echo "Building Docker image"
+          docker build . -t ${{secrets.CLUSTER_UI_REGISTRY_URL}}:${{ github.sha }} -t ${{secrets.CLUSTER_UI_REGISTRY_URL}}:latest
+          
+          echo "Pushing Docker image"
+          docker push ${{secrets.CLUSTER_UI_REGISTRY_URL}}:${{ github.sha }}
+          docker push ${{secrets.CLUSTER_UI_REGISTRY_URL}}:latest
+          
+          echo "Clean up"
+          if [ -f .id_rsa ]; then rm .id_rsa; fi
+  
+
+ 
\ No newline at end of file
diff --git a/cluster-service/Dockerfile b/cluster-service/Dockerfile
index 6163e92..63c39ec 100644
--- a/cluster-service/Dockerfile
+++ b/cluster-service/Dockerfile
@@ -18,4 +18,4 @@ COPY . /app
 # Install your app
 COPY . .
 RUN pip install --no-cache-dir --upgrade -r requirements.txt
-CMD python main.py
+CMD python main.py
\ No newline at end of file
diff --git a/cluster-ui/Dockerfile b/cluster-ui/Dockerfile
index c555bbf..0609dbe 100644
--- a/cluster-ui/Dockerfile
+++ b/cluster-ui/Dockerfile
@@ -22,4 +22,4 @@ RUN npm run build
 EXPOSE 3000
 
 # 7. Run the app
-CMD ["npm", "run", "preview"]
+CMD ["npm", "run", "preview"]
\ No newline at end of file