diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 0000000..4857e6e
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,205 @@
+name: Build and Push Docker Images
+
+on:
+  pull_request:
+    types:
+      - closed
+    branches:
+      - main
+
+jobs:
+  check_version_update:
+    name: Check Version Updates
+    if: github.event.pull_request.merged
+    runs-on: ubuntu-latest
+    outputs:
+      build_backend: ${{ steps.version_check.outputs.build_backend }}
+      build_frontend: ${{ steps.version_check.outputs.build_frontend }}
+      backend_version: ${{ steps.version_check.outputs.backend_version }}
+      frontend_version: ${{ steps.version_check.outputs.frontend_version }}
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v5
+        with:
+          fetch-depth: 2  # Need at least 2 commits to compare
+
+      - name: Detect version changes
+        id: version_check
+        run: |
+          echo "🔍 Checking for version changes..."
+
+          # Get current commit and previous commit
+          CURRENT_COMMIT=$(git rev-parse HEAD)
+          # Previous commit refers to the latest commit on main before the PR
+          # was merged
+          PREVIOUS_COMMIT=$(git rev-parse HEAD~1)
+
+          echo "Current commit: $CURRENT_COMMIT"
+          echo "Previous commit: $PREVIOUS_COMMIT"
+
+          # Initialize build flags and version variables
+          BUILD_BACKEND=false
+          BUILD_FRONTEND=false
+          # Extract current versions for backend and frontend
+          BACKEND_VERSION=$(grep '^version = ' backend-agent/pyproject.toml | sed "s/version = '\(.*\)'/\1/")
+          FRONTEND_VERSION=$(grep '"version":' frontend/package.json | sed 's/.*"version": "\(.*\)".*/\1/')
+
+          # Check if backend version file changed
+          if git diff --name-only $PREVIOUS_COMMIT $CURRENT_COMMIT | grep -q 'backend-agent/pyproject.toml'; then
+            # Extract previous backend version
+            PREVIOUS_BACKEND_VERSION=$(git show $PREVIOUS_COMMIT:backend-agent/pyproject.toml | grep '^version = ' | sed "s/version = '\(.*\)'/\1/")
+            echo "Backend version - Current: $BACKEND_VERSION, Previous: $PREVIOUS_BACKEND_VERSION"
+
+            if [ "$BACKEND_VERSION" != "$PREVIOUS_BACKEND_VERSION" ]; then
+              # The version has changed, set flag to build backend
+              BUILD_BACKEND=true
+              echo "✅ Backend version changed: $PREVIOUS_BACKEND_VERSION → $BACKEND_VERSION"
+            else
+              echo "❎ Backend version unchanged: $BACKEND_VERSION. Skip docker backend."
+            fi
+          fi
+
+          # Check if frontend version file changed
+          if git diff --name-only $PREVIOUS_COMMIT $CURRENT_COMMIT | grep -q 'frontend/package.json'; then
+            # Extract previous frontend version
+            PREVIOUS_FRONTEND_VERSION=$(git show $PREVIOUS_COMMIT:frontend/package.json | grep '"version":' | sed 's/.*"version": "\(.*\)".*/\1/')
+            echo "Frontend version - Current: $FRONTEND_VERSION, Previous: $PREVIOUS_FRONTEND_VERSION"
+
+            if [ "$FRONTEND_VERSION" != "$PREVIOUS_FRONTEND_VERSION" ]; then
+              # The version has changed, set flag to build frontend
+              BUILD_FRONTEND=true
+              echo "✅ Frontend version changed: $PREVIOUS_FRONTEND_VERSION → $FRONTEND_VERSION"
+            else
+              echo "❎ Frontend version unchanged: $FRONTEND_VERSION. Skip docker backend."
+            fi
+          fi
+
+          # Set build outputs
+          echo "build_backend=$BUILD_BACKEND" >> $GITHUB_OUTPUT
+          echo "build_frontend=$BUILD_FRONTEND" >> $GITHUB_OUTPUT
+          echo "backend_version=$BACKEND_VERSION" >> $GITHUB_OUTPUT
+          echo "frontend_version=$FRONTEND_VERSION" >> $GITHUB_OUTPUT
+
+          if [ "$BUILD_BACKEND" = "false" ] && [ "$BUILD_FRONTEND" = "false" ]; then
+            echo "⚠️  No version changes detected. Skipping builds."
+          fi
+
+  build-backend:
+    name: Build and Push Backend Docker Image
+    if: github.event.pull_request.merged && needs.check_version_update.outputs.build_backend == 'true'
+    needs: check_version_update
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v5
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to Docker Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ secrets.DOCKER_REGISTRY_URL }}
+          username: ${{ secrets.DOCKER_REGISTRY_USERNAME }}
+          password: ${{ secrets.DOCKER_REGISTRY_TOKEN }}
+
+      - name: 🐳 Build and push Backend Docker image
+        uses: docker/build-push-action@v6
+        with:
+          context: ./backend-agent
+          file: ./backend-agent/Dockerfile
+          push: true
+          tags: |
+            ${{ secrets.DOCKER_REGISTRY_URL }}/stars-backend:${{ needs.check_version_update.outputs.backend_version }}
+            ${{ secrets.DOCKER_REGISTRY_URL }}/stars-backend:latest
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Backend Build Summary
+        run: |
+          echo "Backend Build Complete"
+          echo "✅ Backend: stars-backend:${{ needs.check_version_update.outputs.backend_version }}"
+
+  build-frontend:
+    name: Build and Push Frontend Docker Image
+    if: github.event.pull_request.merged && needs.check_version_update.outputs.build_frontend == 'true'
+    needs: check_version_update
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repo
+        uses: actions/checkout@v5
+
+      - name: Set up Node.js for Frontend build
+        uses: actions/setup-node@v5
+        with:
+          node-version: '24'
+          cache: 'npm'
+          cache-dependency-path: frontend/package-lock.json
+
+      - name: Build Angular application
+        run: |
+          cd frontend
+          npm ci
+          npm run build -- --configuration production
+          # Verify build output exists
+          ls -la dist/
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Log in to Docker Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ${{ secrets.DOCKER_REGISTRY_URL }}
+          username: ${{ secrets.DOCKER_REGISTRY_USERNAME }}
+          password: ${{ secrets.DOCKER_REGISTRY_TOKEN }}
+
+      - name: 🐳 Build and push Frontend Docker image
+        uses: docker/build-push-action@v6
+        with:
+          context: ./frontend
+          file: ./frontend/Dockerfile
+          push: true
+          tags: |
+            ${{ secrets.DOCKER_REGISTRY_URL }}/stars-frontend:${{ needs.check_version_update.outputs.frontend_version }}
+            ${{ secrets.DOCKER_REGISTRY_URL }}/stars-frontend:latest
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Frontend Build Summary
+        run: |
+          echo "Frontend Build Complete"
+          echo "✅ Frontend: stars-frontend:${{ needs.check_version_update.outputs.frontend_version }}"
+
+  build-summary:
+    name: Build Pipeline Summary
+    needs: [check_version_update, build-backend, build-frontend]
+    runs-on: ubuntu-latest
+    # Allow this job to run even if backend or frontend jobs are skipped
+    if: always() && github.event.pull_request.merged
+    steps:
+      - name: Pipeline Summary
+        run: |
+          echo "STARS Build Pipeline Summary"
+          echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+          # Backend
+          if [ "${{ needs.check_version_update.outputs.build_backend }}" = "true" ]; then
+            if [ "${{ needs.build-backend.result }}" = "success" ]; then
+              echo "✅ Backend: stars-backend:${{ needs.check_version_update.outputs.backend_version }}"
+            else
+              echo "❌ Backend: Build failed"
+            fi
+          else
+            echo "⏭️ (SKIP) Backend: No version change detected"
+          fi
+          # Frontend
+          if [ "${{ needs.check_version_update.outputs.build_frontend }}" = "true" ]; then
+            if [ "${{ needs.build-frontend.result }}" = "success" ]; then
+              echo "✅ Frontend: stars-frontend:${{ needs.check_version_update.outputs.frontend_version }}"
+            else
+              echo "❌ Frontend: Build failed"
+            fi
+          else
+            echo "⏭️ (SKIP) Frontend: No version change detected"
+          fi
+          echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
diff --git a/backend-agent/Dockerfile b/backend-agent/Dockerfile
index 3d40a12..d265e73 100644
--- a/backend-agent/Dockerfile
+++ b/backend-agent/Dockerfile
@@ -1,11 +1,59 @@
-FROM python:3.11
+FROM astral/uv:python3.11-trixie AS builder
+
+# Install build dependencies including Rust for packages that need it
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    pkg-config \
+    libssl-dev \
+    && curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y \
+    && . ~/.cargo/env \
+    && rm -rf /var/lib/apt/lists/*
+
+# Add Rust to PATH
+ENV PATH="/root/.cargo/bin:${PATH}"
+
+WORKDIR /app
+
+# Copy dependency files first for better Docker layer caching
+COPY pyproject.toml uv.lock ./
+
+# Set environment variables to use CPU-only versions and reduce download size
+ENV UV_EXTRA_INDEX_URL="https://download.pytorch.org/whl/cpu"
+ENV TORCH_INDEX_URL="https://download.pytorch.org/whl/cpu"
+
+# Install dependencies using uv with proper build environment
+RUN . ~/.cargo/env && \
+    uv sync --frozen --no-dev --no-cache && \
+    # Clean up any temporary files to reduce layer size
+    rm -rf /root/.cache/uv /tmp/* /var/tmp/* && \
+    # Remove Rust toolchain after build to reduce image size
+    rustup self uninstall -y
+
+# ----------------------------------------
+
+FROM python:3.11-slim-trixie
+
+# Install only runtime dependencies
+RUN apt-get update && apt-get install -y \
+    libssl3 \
+    libffi8 \
+    && rm -rf /var/lib/apt/lists/*
 
 WORKDIR /app
 
-COPY requirements.txt .
-RUN pip install -r requirements.txt --no-cache-dir
+# Copy the virtual environment from builder stage
+COPY --from=builder /app/.venv /app/.venv
+
+# Copy dependency files
+COPY pyproject.toml uv.lock ./
 
+# Copy the rest of the application
 COPY . .
 
+# Make sure we use the virtual environment
+ENV PATH="/app/.venv/bin:$PATH"
+ENV PYTHONPATH="/app"
+
 EXPOSE 8080
-CMD [ "python", "main.py" ]
+CMD ["python", "main.py"]
diff --git a/backend-agent/pyproject.toml b/backend-agent/pyproject.toml
index 340e549..4d365a8 100644
--- a/backend-agent/pyproject.toml
+++ b/backend-agent/pyproject.toml
@@ -3,7 +3,7 @@ name = 'stars'
 version = '0.4.0'
 description = 'Smart Threat AI Reporting Scanner (STARS)'
 readme = 'README.md'
-license = 'Apache-2.0'
+license = {text = 'Apache-2.0'}
 authors = [
     {name = 'SAP SE'}
 ]
diff --git a/docker-compose.yml b/docker-compose.yml
index 0eeaa4e..ec92e20 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,16 +1,22 @@
 services:
   frontend:
+    platform: linux/amd64
     build:
       context: ./frontend
       dockerfile: Dockerfile
     ports:
       - "3000:8080"
+    environment:
+      - BACKEND_URL=http://localhost:8080
+      - BACKEND_WS_URL=ws://localhost:8080/agent
+      - API_URL=http://localhost:8080
     depends_on:
       - backend
     networks:
       - stars-network
 
   backend:
+    platform: linux/amd64
     build:
       context: ./backend-agent
       dockerfile: Dockerfile
diff --git a/frontend/.gitignore b/frontend/.gitignore
index 3215514..70bbcee 100644
--- a/frontend/.gitignore
+++ b/frontend/.gitignore
@@ -21,11 +21,6 @@ launch.json
 # dependencies
 /node_modules
 
-# config
-src/assets/configs/config.json
-src/environments/environment.ts
-src/environments/environment.k8s.ts
-
 # System Files
 .DS_Store
 
diff --git a/frontend/Dockerfile b/frontend/Dockerfile
index ab270b2..26e0e81 100644
--- a/frontend/Dockerfile
+++ b/frontend/Dockerfile
@@ -3,8 +3,26 @@ FROM nginxinc/nginx-unprivileged
 # Use default Nginx config (listens on port 8080)
 COPY ./nginx.conf /etc/nginx/conf.d/default.conf
 
+# Copy the built Angular application
 COPY ./dist/stars /usr/share/nginx/html
-COPY ./src/assets/configs/config.local.json /usr/share/nginx/html/assets/configs/config.json
+
+# Copy the config generation script
+COPY ./generate-config.sh /usr/local/bin/generate-config.sh
+
+# Make the script executable and create config directory with proper permissions
+USER root
+RUN chmod +x /usr/local/bin/generate-config.sh && \
+    mkdir -p /usr/share/nginx/html/assets/configs && \
+    chown -R nginx:nginx /usr/share/nginx/html/assets/configs
+USER nginx
+
+# Set environment variables with default values
+ENV BACKEND_URL=http://localhost:8080
+ENV BACKEND_WS_URL=ws://localhost:8080/agent
+ENV API_URL=http://localhost:8080
 
 EXPOSE 8080
+
+# Use the script as entrypoint to generate config before starting nginx
+ENTRYPOINT ["/usr/local/bin/generate-config.sh"]
 CMD ["nginx", "-g", "daemon off;"]
diff --git a/frontend/angular.json b/frontend/angular.json
index fa44367..8c3b00d 100755
--- a/frontend/angular.json
+++ b/frontend/angular.json
@@ -34,8 +34,8 @@
               "budgets": [
                 {
                   "type": "initial",
-                  "maximumWarning": "500kb",
-                  "maximumError": "1mb"
+                  "maximumWarning": "1mb",
+                  "maximumError": "3mb"
                 },
                 {
                   "type": "anyComponentStyle",
@@ -51,31 +51,7 @@
               "vendorChunk": true,
               "extractLicenses": false,
               "sourceMap": true,
-              "namedChunks": true,
-              "fileReplacements": [
-                {
-                  "replace": "src/environments/environment.ts",
-                  "with": "src/environments/environment.development.ts"
-                }
-              ]
-            },
-            "docker": {
-              "fileReplacements": [
-                {
-                  "replace": "src/environments/environment.ts",
-                  "with": "src/environments/environment.docker.ts"
-                }
-              ],
-              "outputHashing": "all"
-            },
-            "k8s": {
-              "fileReplacements": [
-                {
-                  "replace": "src/environments/environment.ts",
-                  "with": "src/environments/environment.k8s.ts"
-                }
-              ],
-              "outputHashing": "all"
+              "namedChunks": true
             }
           },
           "defaultConfiguration": "production"
@@ -88,12 +64,6 @@
             },
             "development": {
               "buildTarget": "stars:build:development"
-            },
-            "docker": {
-              "buildTarget": "stars:build:docker"
-            },
-            "k8s": {
-              "buildTarget": "stars:build:k8s"
             }
           },
           "defaultConfiguration": "development"
diff --git a/frontend/generate-config.sh b/frontend/generate-config.sh
new file mode 100644
index 0000000..0a815f6
--- /dev/null
+++ b/frontend/generate-config.sh
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+# Generate runtime configuration from environment variables
+# This script runs at container startup to create config.json from environment variables
+
+# Set default values if environment variables are not provided
+BACKEND_URL=${BACKEND_URL:-"http://localhost:8080"}
+BACKEND_WS_URL=${BACKEND_WS_URL:-"ws://localhost:8080/agent"}
+API_URL=${API_URL:-"http://localhost:8080"}
+
+# Generate the config.json file (directory already created with proper permissions)
+cat > /usr/share/nginx/html/assets/configs/config.json << EOF
+{
+  "backend_url": "${BACKEND_URL}/process",
+  "backend_url_ws": "${BACKEND_WS_URL}",
+  "api_url": "${API_URL}"
+}
+EOF
+
+echo "Generated runtime configuration:"
+cat /usr/share/nginx/html/assets/configs/config.json
+
+echo "Starting nginx..."
+exec "$@"
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 7ea888e..03c4609 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -3838,19 +3838,11 @@
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
       }
     },
-    "node_modules/@gar/promisify": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/@gar/promisify/-/promisify-1.1.3.tgz",
-      "integrity": "sha512-k2Ty1JcVojjJFwrg/ThKi2ujJ7XNLYaFGNB/bWT9wGR+oSMJHMa5w+CUq6p/pVrKeNNgA7pCqEcjSnHVoqJQFw==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true
-    },
-    "node_modules/@humanfs/core": {
-      "version": "0.19.1",
-      "resolved": "https://registry.npmjs.org/@humanfs/core/-/core-0.19.1.tgz",
-      "integrity": "sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA==",
+    "node_modules/@humanwhocodes/config-array": {
+      "version": "0.13.0",
+      "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.13.0.tgz",
+      "integrity": "sha512-DZLEEqFWQFiyK6h5YIeynKx7JlvCYWL0cImfSRXZ9l4Sg2efkFGTuFf6vzXjK1cq6IYkU+Eg/JizXw+TD2vRNw==",
+      "deprecated": "Use @eslint/config-array instead",
       "dev": true,
       "license": "Apache-2.0",
       "engines": {
@@ -5329,22 +5321,6 @@
         "node": ">= 14"
       }
     },
-    "node_modules/@npmcli/fs": {
-      "version": "2.1.2",
-      "resolved": "https://registry.npmjs.org/@npmcli/fs/-/fs-2.1.2.tgz",
-      "integrity": "sha512-yOJKRvohFOaLqipNtwYB9WugyZKhC/DZC4VYPmpaCzDBrA8YpK3qHZ8/HGscMnE4GqbkLNuVcCnxkeQEdGt6LQ==",
-      "dev": true,
-      "license": "ISC",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@gar/promisify": "^1.1.3",
-        "semver": "^7.3.5"
-      },
-      "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
-      }
-    },
     "node_modules/@npmcli/git": {
       "version": "6.0.3",
       "resolved": "https://registry.npmjs.org/@npmcli/git/-/git-6.0.3.tgz",
@@ -5415,38 +5391,6 @@
         "node": "^18.17.0 || >=20.5.0"
       }
     },
-    "node_modules/@npmcli/move-file": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@npmcli/move-file/-/move-file-2.0.1.tgz",
-      "integrity": "sha512-mJd2Z5TjYWq/ttPLLGqArdtnC74J6bOzg4rMDnN+p1xTacZ2yPRCk2y0oSWQtygLR9YVQXgOcONrwtnk3JupxQ==",
-      "deprecated": "This functionality has been moved to @npmcli/fs",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "mkdirp": "^1.0.4",
-        "rimraf": "^3.0.2"
-      },
-      "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
-      }
-    },
-    "node_modules/@npmcli/move-file/node_modules/mkdirp": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz",
-      "integrity": "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "bin": {
-        "mkdirp": "bin/cmd.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/@npmcli/node-gyp": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/@npmcli/node-gyp/-/node-gyp-4.0.0.tgz",
@@ -7236,18 +7180,6 @@
         "@svgdotjs/svg.js": "^3.2.4"
       }
     },
-    "node_modules/@tootallnate/once": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@tootallnate/once/-/once-2.0.0.tgz",
-      "integrity": "sha512-XCuKFP5PS55gnMVu3dty8KPatLqUoy/ZYzDzAGCQ8JNFCkLXzmI7vNHCR+XpbZaMWQK/vQubr7PkYq8g470J/A==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "engines": {
-        "node": ">= 10"
-      }
-    },
     "node_modules/@tufjs/canonical-json": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/@tufjs/canonical-json/-/canonical-json-2.0.0.tgz",
@@ -7719,15 +7651,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@types/minimist": {
-      "version": "1.2.5",
-      "resolved": "https://registry.npmjs.org/@types/minimist/-/minimist-1.2.5.tgz",
-      "integrity": "sha512-hov8bUuiLiyFPGyFPE1lwWhmzYbirOXQNNo40+y3zow8aFVTeyn3VWL0VFFfdNddA8S4Vf0Tc062rzyNr7Paag==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true
-    },
     "node_modules/@types/node": {
       "version": "22.13.8",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-22.13.8.tgz",
@@ -7748,15 +7671,6 @@
         "@types/node": "*"
       }
     },
-    "node_modules/@types/normalize-package-data": {
-      "version": "2.4.4",
-      "resolved": "https://registry.npmjs.org/@types/normalize-package-data/-/normalize-package-data-2.4.4.tgz",
-      "integrity": "sha512-37i+OaWTh9qeK4LSHPsyRC7NahnGotNuZvjLSgcPzblpHB3rrCJxAOgI5gCdKm7coonsaX1Of0ILiTcnZjbfxA==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true
-    },
     "node_modules/@types/qs": {
       "version": "6.14.0",
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-    "node_modules/yargs/node_modules/strip-ansi": {
-      "version": "6.0.1",
-      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
-      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
-      "dev": true,
-      "license": "MIT",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "ansi-regex": "^5.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yargs/node_modules/yargs-parser": {
-      "version": "21.1.1",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
-      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
-      "dev": true,
-      "license": "ISC",
-      "optional": true,
-      "peer": true,
-      "engines": {
-        "node": ">=12"
-      }
-    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/frontend/package.json b/frontend/package.json
index 0eb5e1d..9d3d5a2 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -3,11 +3,11 @@
   "version": "0.0.5",
   "scripts": {
     "ng": "ng",
-    "start": "cp src/assets/configs/config.local.json src/assets/configs/config.json && ng serve",
+    "start": "ng serve",
     "build": "ng build",
     "watch": "ng build --watch --configuration development",
     "test": "ng test",
-    "lint": "eslint . --ext .ts,.html"
+    "lint": "eslint . --ext .js,.ts,.html"
   },
   "private": true,
   "dependencies": {
diff --git a/frontend/src/app/heatmap/heatmap.component.ts b/frontend/src/app/heatmap/heatmap.component.ts
index bae0b47..123ddfd 100644
--- a/frontend/src/app/heatmap/heatmap.component.ts
+++ b/frontend/src/app/heatmap/heatmap.component.ts
@@ -3,6 +3,7 @@ import { capitalizeFirstLetter, splitModelName } from '../utils/utils';
 
 import ApexCharts from 'apexcharts';
 import { CommonModule } from '@angular/common';
+import { ConfigService } from '../services/config.service';
 import { FormsModule } from '@angular/forms';
 import { HeatmapSeries } from '../types/Serie';
 import { HttpClient } from '@angular/common/http';
@@ -14,7 +15,6 @@ import { MatIconModule } from '@angular/material/icon';
 import { MatSelectModule } from '@angular/material/select';
 import { ScoreResponse } from './../types/API';
 import { WeightDialogComponent } from '../weight-dialog/weight-dialog.component';
-import { environment } from '../../environments/environment';
 
 @Component({
   selector: 'app-heatmap',
@@ -27,6 +27,7 @@ export class HeatmapComponent implements AfterViewInit, OnInit {
   private http = inject(HttpClient);
   private el = inject(ElementRef);
   private dialog = inject(MatDialog);
+  private configService = inject(ConfigService);
 
   private latestData: ScoreResponse | null = null;
   private attackNames: string[] = [];
@@ -45,13 +46,12 @@ export class HeatmapComponent implements AfterViewInit, OnInit {
 
   // Load the heatmap data from the server
   loadHeatmapData() {
-    let url = '';
-    url = `${environment.api_url}/api/heatmap`;
+    const url = `${this.configService.apiUrl}/api/heatmap`;
     this.http.get<ScoreResponse>(url).subscribe({
       next: scoresData => {
         this.processDataAfterScan(scoresData);
       },
-      error: error => console.error('❌ Erreur API:', error),
+      error: error => console.error('❌ Error API:', error),
     });
   }
 
diff --git a/frontend/src/app/services/config.service.ts b/frontend/src/app/services/config.service.ts
index f50ee36..544d099 100644
--- a/frontend/src/app/services/config.service.ts
+++ b/frontend/src/app/services/config.service.ts
@@ -3,23 +3,58 @@ import { HttpClient } from '@angular/common/http';
 import { Observable } from 'rxjs';
 import { catchError, tap } from 'rxjs/operators';
 
+export interface AppConfig {
+  backend_url: string;      // HTTP URL for API calls (e.g., https://backend.com/process)
+  backend_url_ws: string;   // WebSocket URL (e.g., wss://backend.com/agent)
+  api_url: string;          // Base API URL (e.g., https://backend.com)
+}
+
 @Injectable({
   providedIn: 'root'
 })
 export class ConfigService {
 
-  private config: any;  // eslint-disable-line @typescript-eslint/no-explicit-any
+  private config: AppConfig | null = null;
 
   constructor(private http: HttpClient) { }
 
-  loadConfig(): Observable<any> {   // eslint-disable-line @typescript-eslint/no-explicit-any
-    return this.http.get('/assets/configs/config.json').pipe(
-      tap(config => this.config = config),
-      catchError(async () => alert('Could not access config.json. Make sure that assets/configs/config.json is accessible.'))
+  loadConfig(): Observable<AppConfig> {
+    return this.http.get<AppConfig>('/assets/configs/config.json').pipe(
+      tap(config => {
+        this.config = config;
+        console.log('Runtime configuration loaded:', config);
+      }),
+      catchError(async () => {
+        const errorMsg = 'Could not load runtime configuration. Make sure config.json is accessible and contains valid configuration.';
+        console.error(errorMsg);
+        alert(errorMsg);
+        throw new Error(errorMsg);
+      })
     );
   }
 
+  // HTTP URL for API calls (e.g., POST requests)
   get backendUrl(): string {
-    return this.config?.backendUrl;
+    return this.config?.backend_url || '';
+  }
+
+  // WebSocket URL for real-time communication
+  get backendUrlWs(): string {
+    return this.config?.backend_url_ws || '';
+  }
+
+  // Base API URL for general API calls
+  get apiUrl(): string {
+    return this.config?.api_url || '';
+  }
+
+  // Get the full configuration object
+  get configuration(): AppConfig | null {
+    return this.config;
+  }
+
+  // Check if configuration is loaded
+  get isConfigLoaded(): boolean {
+    return this.config !== null;
   }
 }
diff --git a/frontend/src/app/services/web-socket.service.ts b/frontend/src/app/services/web-socket.service.ts
index 985622a..80faf4f 100644
--- a/frontend/src/app/services/web-socket.service.ts
+++ b/frontend/src/app/services/web-socket.service.ts
@@ -1,6 +1,6 @@
 import { Injectable, inject } from '@angular/core';
 import { retry } from 'rxjs';
-import { webSocket } from 'rxjs/webSocket';
+import { webSocket, WebSocketSubject } from 'rxjs/webSocket';
 import { ConfigService } from './config.service';
 
 @Injectable({
@@ -9,26 +9,41 @@ import { ConfigService } from './config.service';
 export class WebSocketService {
   private config = inject(ConfigService);
 
-  readonly URL = this.config.backendUrl;
+  get URL(): string {
+    return this.config.backendUrlWs;
+  }
+
   connected: boolean = false;
-  private webSocketSubject = webSocket<any>(  // eslint-disable-line @typescript-eslint/no-explicit-any
-    {
-      url: this.URL,
-      openObserver: {
-        next: () => {
-          this.connected = true;
-        }
-      },
-      closeObserver: {
-        next: () => {
-          this.connected = false;
+  private webSocketSubject?: WebSocketSubject<any>;  // eslint-disable-line @typescript-eslint/no-explicit-any
+
+  private initializeWebSocket() {
+    if (!this.webSocketSubject && this.config.isConfigLoaded) {
+      this.webSocketSubject = webSocket<any>({  // eslint-disable-line @typescript-eslint/no-explicit-any
+        url: this.URL,
+        openObserver: {
+          next: () => {
+            this.connected = true;
+          }
+        },
+        closeObserver: {
+          next: () => {
+            this.connected = false;
+          }
         }
-      }
-    });
-  public webSocket$ = this.webSocketSubject.pipe(retry());
+      });
+    }
+  }
+
+  get webSocket$() {
+    this.initializeWebSocket();
+    return this.webSocketSubject!.pipe(retry());
+  }
 
   postMessage(message: string, key: string | null): void {
-    const data = { type: "message", data: message, key };
-    this.webSocketSubject.next(data);
+    this.initializeWebSocket();
+    if (this.webSocketSubject) {
+      const data = { type: "message", data: message, key };
+      this.webSocketSubject.next(data);
+    }
   }
 }
diff --git a/frontend/src/app/weight-dialog/weight-dialog.component.ts b/frontend/src/app/weight-dialog/weight-dialog.component.ts
index 062f723..d5697b3 100644
--- a/frontend/src/app/weight-dialog/weight-dialog.component.ts
+++ b/frontend/src/app/weight-dialog/weight-dialog.component.ts
@@ -3,7 +3,7 @@ import { MAT_DIALOG_DATA, MatDialogActions, MatDialogRef } from "@angular/materi
 import { Component, OnInit, inject } from '@angular/core';
 import { HttpClient, HttpHeaders } from "@angular/common/http";
 
-import { environment } from '../../environments/environment';
+import { ConfigService } from '../services/config.service';
 import { MatFormFieldModule, MatLabel } from "@angular/material/form-field";
 import { CommonModule } from "@angular/common";
 import { FormsModule } from "@angular/forms";
@@ -22,6 +22,7 @@ export class WeightDialogComponent implements OnInit {
   private http = inject(HttpClient);
   dialogRef = inject<MatDialogRef<WeightDialogComponent>>(MatDialogRef);
   private snackBar = inject(MatSnackBar);
+  private configService = inject(ConfigService);
   data = inject(MAT_DIALOG_DATA);
 
   currentWeights: { [attack: string]: number } = {};
@@ -37,18 +38,18 @@ export class WeightDialogComponent implements OnInit {
   }
 
   onSave() {
-  const headers = new HttpHeaders({
-      'X-API-Key': this.apiKey  // ← make sure this.apiKey is correctly defined
+    const headers = new HttpHeaders({
+      'X-API-Key': this.apiKey
     });
 
-  this.http.put(`${environment.api_url}/api/attacks`, this.currentWeights, { headers })
-    .subscribe({
-      next: () => {
-        this.snackBar.open('Weights successfully updated ', '✅', {
-          duration: 3000,
-          horizontalPosition: 'right',
-          verticalPosition: 'top',
-        });
+    this.http.put(`${this.configService.apiUrl}/api/attacks`, this.currentWeights, { headers })
+      .subscribe({
+        next: () => {
+          this.snackBar.open('Weights successfully updated ', '✅', {
+            duration: 3000,
+            horizontalPosition: 'right',
+            verticalPosition: 'top',
+          });
           this.dialogRef.close(true);
         },
         error: err => {
diff --git a/frontend/src/assets/configs/config.docker.json b/frontend/src/assets/configs/config.docker.json
deleted file mode 100644
index 36a19a5..0000000
--- a/frontend/src/assets/configs/config.docker.json
+++ /dev/null
@@ -1,4 +0,0 @@
-
-{
-    "backendUrl": "ws://localhost:8080/agent"
-}
\ No newline at end of file
diff --git a/frontend/src/assets/configs/config.json b/frontend/src/assets/configs/config.json
index 7d7c338..6365ef8 100644
--- a/frontend/src/assets/configs/config.json
+++ b/frontend/src/assets/configs/config.json
@@ -1,4 +1,6 @@
+
 {
-    "backendUrl": "__BACKEND_URL__"
+  "backend_url": "http://localhost:8080/process",
+  "backend_url_ws": "ws://localhost:8080/agent",
+  "api_url": "http://localhost:8080"
 }
-// This file will be overwritten by the build/start process.
diff --git a/frontend/src/assets/configs/config.k8s.json b/frontend/src/assets/configs/config.k8s.json
deleted file mode 100644
index 4ae9b6a..0000000
--- a/frontend/src/assets/configs/config.k8s.json
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-    "backendUrl": "ws://stars-backend.stars.svc.cluster.local:8080/agent"
-}
\ No newline at end of file
diff --git a/frontend/src/assets/configs/config.local.json b/frontend/src/assets/configs/config.local.json
deleted file mode 100644
index 36a19a5..0000000
--- a/frontend/src/assets/configs/config.local.json
+++ /dev/null
@@ -1,4 +0,0 @@
-
-{
-    "backendUrl": "ws://localhost:8080/agent"
-}
\ No newline at end of file
diff --git a/frontend/src/environments/environment.development.ts b/frontend/src/environments/environment.development.ts
deleted file mode 100644
index 3b92ed1..0000000
--- a/frontend/src/environments/environment.development.ts
+++ /dev/null
@@ -1,5 +0,0 @@
-export const environment = {
-  backend_url: 'http://127.0.0.1:8080/process',
-  backend_url_ws: 'ws://localhost:8080/agent',
-  api_url: 'http://127.0.0.1:8080',
-};
diff --git a/frontend/src/environments/environment.docker.ts b/frontend/src/environments/environment.docker.ts
deleted file mode 100644
index bb87f86..0000000
--- a/frontend/src/environments/environment.docker.ts
+++ /dev/null
@@ -1,5 +0,0 @@
-export const environment = {
-  backend_url: 'http://localhost:8080/process',
-  backend_url_ws: 'ws://localhost:8080/agent',
-  api_url: 'http://localhost:8080',
-};
\ No newline at end of file