diff --git a/Dockerfile.local b/Dockerfile.local
index fc46aac..92b4353 100644
--- a/Dockerfile.local
+++ b/Dockerfile.local
@@ -4,7 +4,7 @@
 # DevTools Frontend build stage using browser-operator-core
 FROM --platform=linux/amd64 ubuntu:22.04 AS devtools-builder
 
-# Install required packages for DevTools frontend build
+# Install required packages
 RUN apt-get update && apt-get install -y \
     curl \
     git \
@@ -30,7 +30,8 @@ RUN git clone https://chromium.googlesource.com/chromium/tools/depot_tools.git
 ENV PATH="/workspace/depot_tools:${PATH}"
 ENV DEPOT_TOOLS_UPDATE=0
 
-# Follow README instructions exactly - fetching code
+# Follow README instructions exactly:
+# fetching code
 RUN mkdir devtools
 WORKDIR /workspace/devtools
 RUN fetch devtools-frontend
@@ -49,13 +50,38 @@ RUN git remote add upstream https://github.com/BrowserOperator/browser-operator-
 RUN git fetch upstream
 RUN git checkout upstream/main
 
-# Build Browser Operator version
+# Copy local changes from the repository (preserve build config)
+# Uncomment the following lines if you want to copy local changes
+# COPY browser-operator-core/front_end/core /workspace/devtools/devtools-frontend/front_end/core/
+# COPY browser-operator-core/front_end/panels/ai_chat /workspace/devtools/devtools-frontend/front_end/panels/ai_chat/
+# COPY browser-operator-core/front_end/entrypoints /workspace/devtools/devtools-frontend/front_end/entrypoints/
+# COPY browser-operator-core/scripts /workspace/devtools/devtools-frontend/scripts/
+
+# Force automated mode
+RUN sed -i 's/AUTOMATED_MODE: false/AUTOMATED_MODE: true/' front_end/panels/ai_chat/core/BuildConfig.ts;
+
+# Build Browser Operator version with current changes
 RUN npm run build
 
+# ============================================================================
+# Eval Server build stage
+# ============================================================================
+FROM --platform=linux/arm64 node:18-alpine AS eval-server-builder
+
+WORKDIR /workspace
+
+# Copy local browser-operator-core eval server with our modifications
+COPY browser-operator-core/eval-server/nodejs /workspace/eval-server
+
+WORKDIR /workspace/eval-server
+
+# Install dependencies
+RUN npm install
+
 # ============================================================================
 # Use kernel-images base with DevTools integration
 # ============================================================================
-FROM docker.io/golang:1.25.0 AS server-builder
+FROM --platform=linux/arm64 docker.io/golang:1.25.0 AS server-builder
 WORKDIR /workspace/server
 
 ARG TARGETOS
@@ -67,11 +93,11 @@ COPY kernel-images/server/go.sum ./
 RUN go mod download
 
 COPY kernel-images/server/ .
-RUN GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH:-amd64} \
+RUN GOOS=${TARGETOS:-linux} GOARCH=${TARGETARCH:-arm64} \
     go build -ldflags="-s -w" -o /out/kernel-images-api ./cmd/api
 
 # webrtc client
-FROM node:22-bullseye-slim AS client
+FROM --platform=linux/arm64 node:22-bullseye-slim AS client
 WORKDIR /src
 COPY kernel-images/images/chromium-headful/client/package*.json ./
 RUN npm install
@@ -79,7 +105,7 @@ COPY kernel-images/images/chromium-headful/client/ .
 RUN npm run build
 
 # xorg dependencies
-FROM docker.io/ubuntu:22.04 AS xorg-deps
+FROM --platform=linux/arm64 docker.io/ubuntu:22.04 AS xorg-deps
 WORKDIR /xorg
 ENV DEBIAN_FRONTEND=noninteractive
 RUN set -eux; \
@@ -104,11 +130,11 @@ RUN set -eux; \
     make -j$(nproc); \
     make install;
 
-FROM ghcr.io/onkernel/neko/base:3.0.6-v1.0.1 AS neko
+FROM --platform=linux/arm64 ghcr.io/onkernel/neko/base:3.0.6-v1.0.1 AS neko
 # ^--- now has event.SYSTEM_PONG with legacy support to keepalive
 
 # Final stage: kernel-images base + DevTools static files
-FROM docker.io/ubuntu:22.04
+FROM --platform=linux/arm64 docker.io/ubuntu:22.04
 
 ENV DEBIAN_FRONTEND=noninteractive
 ENV DEBIAN_PRIORITY=high
@@ -235,6 +261,9 @@ COPY kernel-images/images/chromium-headful/wrapper.sh /wrapper.sh
 COPY kernel-images/images/chromium-headful/supervisord.conf /etc/supervisor/supervisord.conf
 COPY kernel-images/images/chromium-headful/supervisor/services/ /etc/supervisor/conf.d/services/
 
+# Override chromium.conf with local version that includes auto-open-devtools
+COPY supervisor/services/chromium.conf /etc/supervisor/conf.d/services/chromium.conf
+
 # copy the kernel-images API binary built in the builder stage
 COPY --from=server-builder /out/kernel-images-api /usr/local/bin/kernel-images-api
 
@@ -253,6 +282,12 @@ RUN ln -s /etc/nginx/sites-available/devtools /etc/nginx/sites-enabled/devtools
 # Add DevTools nginx service to supervisor
 COPY supervisor/services/nginx-devtools.conf /etc/supervisor/conf.d/services/nginx-devtools.conf
 
+# Add eval server service to supervisor
+COPY supervisor/services/eval-server.conf /etc/supervisor/conf.d/services/eval-server.conf
+
+# Add neko service to supervisor (configured for port 8000)
+COPY supervisor/services/neko.conf /etc/supervisor/conf.d/services/neko.conf
+
 # Create nginx temp directories and set permissions
 RUN mkdir -p /var/lib/nginx/body \
              /var/lib/nginx/proxy \
@@ -264,4 +299,23 @@ RUN mkdir -p /var/lib/nginx/body \
 
 RUN useradd -m -s /bin/bash kernel
 
+# ============================================================================
+# Eval Server Integration
+# ============================================================================
+
+# Copy eval server from builder
+COPY --from=eval-server-builder /workspace/eval-server /opt/eval-server
+
+# Install Node.js in final image for eval server
+RUN curl -fsSL https://deb.nodesource.com/setup_18.x | bash - && \
+    apt-get install -y nodejs && \
+    rm -rf /var/lib/apt/lists/*
+
+# Create eval server startup script
+RUN echo '#!/bin/bash\ncd /opt/eval-server && node examples/with-http-wrapper.js' > /usr/local/bin/start-eval-server.sh && \
+    chmod +x /usr/local/bin/start-eval-server.sh
+
+# Expose ports
+EXPOSE 8000 8001 8080 8081 8082
+
 ENTRYPOINT [ "/wrapper.sh" ]
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 7c9e9eb..2e640e0 100644
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,8 @@ build: init ## Build extended image with DevTools frontend
 
 run: ## Run extended container with DevTools (interactive)
 	@echo "🚀 Starting extended kernel-browser with DevTools..."
-	./run-local.sh
+	@if [ -n "$(URLS)" ]; then echo "📄 Opening URLs: $(URLS)"; fi
+	URLS='$(URLS)' ./run-local.sh
 
 compose-up: build ## Start with docker-compose (background)
 	@echo "🚀 Starting with docker-compose..."
@@ -64,7 +65,8 @@ shell: ## Get shell access to running container
 info: ## Show connection information
 	@echo ""
 	@echo "🌐 Service Access Points:"
-	@echo "   WebRTC Client:        http://localhost:8080"
+	@echo "   WebRTC Client:        http://localhost:8000"
+	@echo "   Eval Server API:      http://localhost:8081"
 	@echo "   Chrome DevTools:      http://localhost:9222/json"
 	@echo "   Recording API:        http://localhost:444/api"
 	@echo "   Enhanced DevTools UI: http://localhost:8001"
@@ -72,8 +74,11 @@ info: ## Show connection information
 
 test: ## Test service endpoints
 	@echo "🧪 Testing service endpoints..."
-	@echo -n "WebRTC Client (8080): "
-	@curl -s -o /dev/null -w "%{http_code}" http://localhost:8080/ || echo "Failed to connect"
+	@echo -n "WebRTC Client (8000): "
+	@curl -s -o /dev/null -w "%{http_code}" http://localhost:8000/ || echo "Failed to connect"
+	@echo ""
+	@echo -n "Eval Server API (8081): "
+	@curl -s -o /dev/null -w "%{http_code}" http://localhost:8081/ || echo "Failed to connect"
 	@echo ""
 	@echo -n "Chrome DevTools (9222): "
 	@curl -s -o /dev/null -w "%{http_code}" http://localhost:9222/json/version || echo "Failed to connect" 
@@ -88,7 +93,8 @@ test: ## Test service endpoints
 	@curl -s -o /dev/null -w "%{http_code}" http://localhost:8001/health || echo "Failed to connect"
 	@echo ""
 	@echo "🎯 All services are ready! Access points:"
-	@echo "   WebRTC Client:        http://localhost:8080"
+	@echo "   WebRTC Client:        http://localhost:8000"
+	@echo "   Eval Server API:      http://localhost:8081"
 	@echo "   Chrome DevTools:      http://localhost:9222/json"
 	@echo "   Enhanced DevTools UI: http://localhost:8001"
 
diff --git a/cloudrun-kernel-wrapper.sh b/cloudrun-kernel-wrapper.sh
index a6f7b92..f660127 100644
--- a/cloudrun-kernel-wrapper.sh
+++ b/cloudrun-kernel-wrapper.sh
@@ -92,8 +92,8 @@ done
 if [[ "${ENABLE_WEBRTC:-}" == "true" ]]; then
   echo "[cloudrun-kernel] Starting Neko (WebRTC)..."
   supervisorctl -c /etc/supervisor/supervisord-cloudrun.conf start neko
-  echo "[cloudrun-kernel] Waiting for Neko on port 8080..."
-  while ! nc -z 127.0.0.1 8080 2>/dev/null; do
+  echo "[cloudrun-kernel] Waiting for Neko on port 8081..."
+  while ! nc -z 127.0.0.1 8081 2>/dev/null; do
     sleep 0.5
   done
 fi
diff --git a/run-local.sh b/run-local.sh
index 75b8dc0..9c89adb 100755
--- a/run-local.sh
+++ b/run-local.sh
@@ -80,7 +80,11 @@ RUN_ARGS=(
   --memory 8192m
   -p 9222:9222
   -p 444:10001
-  -p 8001:8001
+  -p 8000:8000 \
+  -p 8001:8001 \
+  -p 8080:8080 \
+  -p 8081:8081 \
+  -p 8082:8082
   -e DISPLAY_NUM=1
   -e HEIGHT=768
   -e WIDTH=1024
@@ -88,10 +92,15 @@ RUN_ARGS=(
   --mount type=bind,src="$FLAGS_FILE",dst=/chromium/flags,ro
 )
 
+# Add URLS environment variable if provided
+if [[ -n "${URLS:-}" ]]; then
+  echo "   URLs: $URLS"
+  RUN_ARGS+=( -e URLS="$URLS" )
+fi
+
 # WebRTC port mapping
 if [[ "${ENABLE_WEBRTC:-}" == "true" ]]; then
   echo "Running container with WebRTC"
-  RUN_ARGS+=( -p 8080:8080 )
   RUN_ARGS+=( -e ENABLE_WEBRTC=true )
   if [[ -n "${NEKO_ICESERVERS:-}" ]]; then
     RUN_ARGS+=( -e NEKO_ICESERVERS="$NEKO_ICESERVERS" )
@@ -104,11 +113,14 @@ fi
 
 # Run with our additional DevTools port mapping
 docker rm -f "$NAME" 2>/dev/null || true
-docker run -it "${RUN_ARGS[@]}" "$IMAGE"
+docker run -d "${RUN_ARGS[@]}" "$IMAGE"
 
 echo ""
 echo "🌐 Extended service should be accessible at:"
-echo "   WebRTC Client:        http://localhost:8080"
+echo "   WebRTC Client:        http://localhost:8000"
+echo "   Eval Server HTTP API: http://localhost:8080"
+echo "   WebRTC (Neko):        http://localhost:8081"
+echo "   Eval Server WS:       ws://localhost:8082"
 echo "   Chrome DevTools:      http://localhost:9222"
 echo "   Recording API:        http://localhost:444"
 echo "   Enhanced DevTools UI: http://localhost:8001"
\ No newline at end of file
diff --git a/supervisor-cloudrun/neko.conf b/supervisor-cloudrun/neko.conf
index a97169d..d74bf00 100644
--- a/supervisor-cloudrun/neko.conf
+++ b/supervisor-cloudrun/neko.conf
@@ -1,5 +1,5 @@
 [program:neko]
-command=/usr/bin/neko serve --server.static /var/www --server.bind 0.0.0.0:8080
+command=/usr/bin/neko serve --server.static /var/www --server.bind 0.0.0.0:8081
 user=kernel
 autostart=false
 autorestart=true
diff --git a/supervisor/services/chromium.conf b/supervisor/services/chromium.conf
new file mode 100644
index 0000000..12b9fd7
--- /dev/null
+++ b/supervisor/services/chromium.conf
@@ -0,0 +1,8 @@
+[program:chromium]
+command=/bin/bash -lc '/images/chromium-headful/start-chromium.sh'
+autostart=false
+autorestart=true
+startsecs=5
+stdout_logfile=/var/log/supervisord/chromium
+redirect_stderr=true
+environment=HOME="/home/kernel",USER="kernel",CHROMIUM_FLAGS="--auto-open-devtools-for-tabs"
\ No newline at end of file
diff --git a/supervisor/services/eval-server.conf b/supervisor/services/eval-server.conf
new file mode 100644
index 0000000..530f00d
--- /dev/null
+++ b/supervisor/services/eval-server.conf
@@ -0,0 +1,8 @@
+[program:eval-server]
+command=/usr/local/bin/start-eval-server.sh
+autostart=true
+autorestart=true
+stdout_logfile=/var/log/supervisor/eval-server.log
+stderr_logfile=/var/log/supervisor/eval-server.error.log
+environment=NODE_ENV="production"
+priority=30
\ No newline at end of file
diff --git a/supervisor/services/neko.conf b/supervisor/services/neko.conf
new file mode 100644
index 0000000..a8b9fc8
--- /dev/null
+++ b/supervisor/services/neko.conf
@@ -0,0 +1,8 @@
+[program:neko]
+command=/usr/bin/neko serve --bind 0.0.0.0:8000 --config /etc/neko/neko.yaml --static /var/www
+autostart=true
+autorestart=true
+stdout_logfile=/var/log/supervisor/neko.log
+stderr_logfile=/var/log/supervisor/neko.error.log
+environment=DISPLAY=":1.0",HOME="/root"
+priority=20
\ No newline at end of file