diff --git a/Makefile b/Makefile
index 9e19f303..a7a09705 100644
--- a/Makefile
+++ b/Makefile
@@ -263,29 +263,29 @@ docker-logs-gateway:
 # ==========================================
 # Docker Publish Command
 # ==========================================
-# Usage: make docker-publish VERSION=v220.20251202 SERVICE=frontend
-# Example: make docker-publish VERSION=v220.20251202 SERVICE=frontend
+# Usage: make docker-publish VER=v220.20251202 SVC=frontend
+# Example: make docker-publish VER=v220.20251202 SVC=frontend
 docker-publish:
-	@if [ -z "$(VERSION)" ]; then \
-		echo "✗ VERSION is required (e.g. v220.20251202)"; \
+	@if [ -z "$(VER)" ]; then \
+		echo "✗ VER is required (e.g. v220.20251202)"; \
 		exit 1; \
 	fi
-	@if [ -z "$(SERVICE)" ]; then \
-		echo "✗ SERVICE is required (frontend, gateway, langgraph)"; \
+	@if [ -z "$(SVC)" ]; then \
+		echo "✗ SVC is required (frontend, gateway, langgraph)"; \
 		exit 1; \
 	fi
 	@echo "=========================================="
-	@echo "  Building Docker image for $(SERVICE)"
+	@echo "  Building Docker image for $(SVC)"
 	@echo "=========================================="
-	@IMAGE=registry.xueai.art/deerflow/deerflow-$(SERVICE):$(VERSION); \
-	DOCKERFILE=$$(case "$(SERVICE)" in \
-		frontend) echo "frontend/Dockerfile";; \
+	@IMAGE=registry.xueai.art/deerflow/deerflow-$(SVC):$(VER); \
+	DOCKERFILE=$$(case "$(SVC)" in \
+		frontend) echo "frontend/Dockerfile.prod";; \
 		gateway) echo "backend/Dockerfile";; \
 		langgraph) echo "backend/Dockerfile";; \
 		*) echo "";; \
 		esac); \
 	if [ -z "$$DOCKERFILE" ]; then \
-		echo "✗ Unknown SERVICE: $(SERVICE)"; \
+		echo "✗ Unknown SVC: $(SVC)"; \
 		exit 1; \
 	fi; \
 	docker build -f $$DOCKERFILE -t $$IMAGE .; \
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 40bf8fc8..0169ef33 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -8,20 +8,7 @@ RUN apt-get update && apt-get install -y \
     docker.io \
     && rm -rf /var/lib/apt/lists/*
 
-# Install uv
-# Use IP address for proxy (cai.local may not resolve in Docker container)
-ENV http_proxy=http://192.168.1.250:7897 https_proxy=http://192.168.1.250:7897
-# Exclude localhost and container network from proxy
-ENV no_proxy=localhost,127.0.0.1,0.0.0.0,frontend,gateway,langgraph,nginx,.local
-# RUN curl -LsSf https://astral.sh/uv/install.sh | sh
-# Try to install uv via official installer, fallback to pip if fails
-RUN (curl -LsSf https://astral.sh/uv/install.sh | sh || pip install uv) && \
-    echo "uv installed at:" && \
-    which uv || echo "uv not found in PATH" && \
-    ls -la /root/.local/bin/ || echo "/root/.local/bin/ not found" && \
-    echo "uv version:" && \
-    uv --version || echo "uv command not working"
-ENV PATH="/root/.local/bin:$PATH"
+RUN pip install uv -i https://pypi.tuna.tsinghua.edu.cn/simple
 
 # Set working directory
 WORKDIR /app
@@ -32,10 +19,7 @@ COPY backend ./backend
 # Install dependencies with cache mount
 RUN --mount=type=cache,target=/root/.cache/uv \
     sh -c "cd backend && uv sync"
-
-# Keep proxy for uv sync (Python package downloads may need proxy in China)
-ENV http_proxy= https_proxy=
-
+    
 # Expose ports (gateway: 8001, langgraph: 2024)
 EXPOSE 8001 2024
 
diff --git a/docker/docker-compose-prod.yaml b/docker/docker-compose-prod.yaml
index a7eb3958..f6100052 100644
--- a/docker/docker-compose-prod.yaml
+++ b/docker/docker-compose-prod.yaml
@@ -40,6 +40,7 @@ services:
   gateway:
     image: registry.xueai.art/deerflow/deerflow-gateway:${VERSION}
     container_name: deer-flow-gateway
+    command: sh -c "cd backend && uv run uvicorn src.gateway.app:app --host 0.0.0.0 --port 8001 > /app/logs/gateway.log 2>&1"
     volumes:
       - ../config.yaml:/app/config.yaml
       - ../skills:/app/skills
@@ -64,6 +65,7 @@ services:
   langgraph:
     image: registry.xueai.art/deerflow/deerflow-langgraph:${VERSION}
     container_name: deer-flow-langgraph
+    command: sh -c "cd backend && exec uv run langgraph dev --no-browser --no-reload --allow-blocking --host 0.0.0.0 --port 2024 > /app/logs/langgraph.log 2>&1"
     volumes:
       # Persist LangGraph inmem runtime data (threads/checkpoints/store)
       - ../backend/.langgraph_api:/app/backend/.langgraph_api
diff --git a/frontend/Dockerfile.prod b/frontend/Dockerfile.prod
new file mode 100644
index 00000000..0d483ee6
--- /dev/null
+++ b/frontend/Dockerfile.prod
@@ -0,0 +1,27 @@
+# --------------- 构建阶段 ---------------
+FROM node:22-alpine AS builder
+ARG PNPM_STORE_PATH=/root/.local/share/pnpm/store
+ENV BETTER_AUTH_SECRET=any-random-string-123456
+
+RUN corepack enable && corepack install -g pnpm@10.26.2
+RUN pnpm config set store-dir ${PNPM_STORE_PATH}
+
+WORKDIR /app
+
+COPY frontend/ .
+RUN pnpm install --frozen-lockfile
+
+RUN pnpm build
+
+# --------------- 运行阶段（最小镜像） ---------------
+FROM node:22-alpine AS runner
+ENV NODE_ENV=production
+
+WORKDIR /app
+COPY --from=builder /app/next.config.js ./
+COPY --from=builder /app/.next ./.next
+COPY --from=builder /app/node_modules ./node_modules
+COPY --from=builder /app/package.json ./
+
+EXPOSE 3000
+CMD ["pnpm", "start"]
\ No newline at end of file