diff --git a/infra/docker/compose.yml b/infra/docker/compose.yml
index 13e5abee8..39c7051d0 100755
--- a/infra/docker/compose.yml
+++ b/infra/docker/compose.yml
@@ -10,20 +10,25 @@
 #   API_IMAGE        - API 镜像名称 (默认: xiaoxia-saas-api:dev)
 #   WORKER_IMAGE     - Worker 镜像名称 (默认: xiaoxia-saas-worker:dev)
 #   WEB_IMAGE        - Web 镜像名称 (默认: xiaoxia-saas-web:dev)
-#   WEB_DOCKERFILE   - Web Dockerfile 路径
-#   WEB_NGINX_CONF   - Nginx 配置文件路径
 #   API_PORT         - API 端口映射 (staging: 8000, production: 8001)
 #   WEB_PORT         - Web 端口映射 (staging: 3001, production: 3002)
 #   GENERATED_FILES_HOST_DIR - 生成文件的主机目录
-#   WORKER_CONCURRENCY        - Worker 并发数 (默认: 4)
+#   GENERATION_CONCURRENCY    - Generation worker 并发（用户实时任务，默认 2）
+#   TRANSCODE_CONCURRENCY     - Transcode worker 并发（后台/转码/AI，默认 2）
 #   WORKER_MAX_TASKS_PER_CHILD - Worker 每个子进程最大任务数 (默认: 100)
+#   BEAT_ENABLED              - 容器内启动 celery beat（默认 1；独立 beat 容器部署设为 0）
+#   WORKER_CONCURRENCY        - 兼容旧变量：未显式设置上面两个并发时按此总数分配
 #
-# 重要: 
+# 重要:
 #   - 生产环境不要挂载 web-dist volume，否则会导致 403
 #   - 确保环境隔离网络已创建: docker network create xiaoxia-net-${ENV}
-#   - ENV=staging  → xiaoxia-net-staging
-#   - ENV=production → xiaoxia-net-production
+#   - ENV=staging  -> xiaoxia-net-staging
+#   - ENV=production -> xiaoxia-net-production
 #
+# #2073 队列分流：worker 容器内跑三个独立进程——beat(只发定时任务)、
+# generation worker(只消费 generation 队列，实时高优)、transcode worker(消费
+# transcode + celery 队列，后台任务)。beat 不再嵌入 generation worker，
+# 不占实时任务槽位；TRANSCODE_CONCURRENCY 独立伸缩，不再依赖 WORKER_CONCURRENCY 差值。
 
 # ===========================================
 # 日志轮转配置（所有服务共享）
@@ -40,53 +45,39 @@ services:
   # =========================================
   api:
     image: ${API_IMAGE:-xiaoxia-saas-api:dev}
-    # 不在生产环境构建镜像，使用预构建的镜像
-    # build:
-    #   context: ../..
-    #   dockerfile: infra/docker/api.Dockerfile
-    
     container_name: xiaoxia-api-${ENV:-staging}
     restart: unless-stopped
     stop_grace_period: 30s
     stop_signal: SIGTERM
-    
-    # 环境变量文件（包含数据库密码等敏感信息）
+
     env_file:
       - ../../.env
-    
+
     environment:
       APP_ENV: ${APP_ENV:-staging}
       GENERATED_FILES_DIR: /app/generated
       GENERATED_FILES_URL_PREFIX: /generated-files
       PUBLIC_API_BASE_URL: ${PUBLIC_API_BASE_URL:-https://api.xiaoxiajianji.com}
-    
-    # 端口映射
-    # Staging: 8000 -> 8000
-    # Production: 8001 -> 8000
+
     ports:
       - "127.0.0.1:${API_PORT:-8000}:8000"
-    
-    # 共享生成文件目录 + 抖音 cookies 等运行时配置
+
     volumes:
       - generated-files:/app/generated
       - ../../deploy/configs:/app/configs:ro
-    
+
     networks:
       - xiaoxia-net
-    
-    # 健康检查配置
+
     healthcheck:
       test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/health', timeout=5)"]
       interval: 30s
       timeout: 10s
       retries: 3
       start_period: 40s
-    
+
     logging: *default-logging
 
-    # =========================================
-    # 资源限制建议（生产环境建议启用）
-    # =========================================
     deploy:
       resources:
         limits:
@@ -97,39 +88,48 @@ services:
           memory: 512M
 
   # =========================================
-  # Worker 服务（Celery 任务队列）
+  # Worker 服务（#2073 队列分流：beat + generation + transcode 同容器三进程）
   # =========================================
+  # 三个进程独立启动，任一退出则容器整体退出由 docker restart 拉起；
+  # 各自的并发与资源占用通过环境变量控制：
+  #   - generation：GENERATION_CONCURRENCY（默认 2），消费 generation 队列
+  #   - transcode： TRANSCODE_CONCURRENCY（默认 2），消费 transcode,celery 队列
+  #   - beat：      不消费任务，只发定时任务到 celery 默认队列
   worker:
     image: ${WORKER_IMAGE:-xiaoxia-saas-worker:dev}
-    
+
     container_name: xiaoxia-worker-${ENV:-staging}
     restart: unless-stopped
+    # 长任务（ingest HEVC 转码最长 30min、生成硬超时 11min）给足优雅关闭窗口
     stop_grace_period: 300s
     stop_signal: SIGTERM
-    
+
     env_file:
       - ../../.env
-    
+
     environment:
       APP_ENV: ${APP_ENV:-staging}
+      # 兼容旧变量：若两个 *_CONCURRENCY 均未显式设置，entrypoint 会按此总数分配
       WORKER_CONCURRENCY: ${WORKER_CONCURRENCY:-4}
       WORKER_MAX_TASKS_PER_CHILD: ${WORKER_MAX_TASKS_PER_CHILD:-100}
-      # #1714 队列隔离：generation 队列独占 worker（默认并发 2），其余并发给转码
+      # #2073 队列独立伸缩：generation 默认 2，transcode 默认 2（不再差值计算）
       GENERATION_CONCURRENCY: ${GENERATION_CONCURRENCY:-2}
+      TRANSCODE_CONCURRENCY: ${TRANSCODE_CONCURRENCY:-2}
+      # beat 默认在本容器启动；独立 beat 容器部署时设为 0
+      BEAT_ENABLED: ${BEAT_ENABLED:-1}
       GENERATED_FILES_DIR: /app/generated
       GENERATED_FILES_URL_PREFIX: /generated-files
       PUBLIC_API_BASE_URL: ${PUBLIC_API_BASE_URL:-https://api.xiaoxiajianji.com}
-    
+
     volumes:
       - generated-files:/app/generated
-    
+
     networks:
       - xiaoxia-net
 
-    # 健康检查配置
-    # 注：容器内无 pgrep/ps，扫描 /proc 所有进程的 cmdline 查找 celery 进程
+    # 健康检查：至少有一个 celery worker 进程在跑（beat 本身不作为存活依据）
     healthcheck:
-      test: ["CMD-SHELL", "grep -lq celery /proc/[0-9]*/cmdline 2>/dev/null || exit 1"]
+      test: ["CMD-SHELL", "grep -q 'celery.*worker' /proc/[0-9]*/cmdline 2>/dev/null || exit 1"]
       interval: 30s
       timeout: 10s
       retries: 3
@@ -137,12 +137,8 @@ services:
 
     logging: *default-logging
 
-    # =========================================
-    # 资源限制建议（生产环境建议启用）
-    # =========================================
-    # 注意: Worker 需要处理视频，建议分配更多资源
-    # #1714 队列隔离后容器内运行 generation + transcode 两个 worker 进程，
-    # 总并发 = WORKER_CONCURRENCY（默认 4），4C8G 以上确保视频渲染不 OOM
+    # 资源限制：容器总资源 = gen + trans + beat，按 2+2 并发场景建议 4C8G；
+    # 后续如需独立扩容/重启，可拆为 worker-generation / worker-transcode / worker-beat 三个 service。
     deploy:
       resources:
         limits:
@@ -157,35 +153,21 @@ services:
   # =========================================
   web:
     image: ${WEB_IMAGE:-xiaoxia-saas-web:dev}
-    # 不在生产环境构建镜像，使用 web-artifact.Dockerfile
-    # build:
-    #   context: ../..
-    #   dockerfile: ${WEB_DOCKERFILE:-infra/docker/web.Dockerfile}
-    #   args:
-    #     (NGINX_CONF no longer needed - all configs baked into image)
-    
+
     container_name: xiaoxia-web-${ENV:-staging}
     restart: unless-stopped
-    
-    # 端口映射
-    # Staging: 3001 -> 80
-    # Production: 3002 -> 80 (通过 Nginx 反向代理)
+
     ports:
       - "127.0.0.1:${WEB_PORT:-3001}:80"
-    
+
     networks:
       - xiaoxia-net
-    
-    # =========================================
-    # Nginx 配置运行时覆盖（双保险：entrypoint 也按 APP_ENV 选择配置）
-    # 确保容器使用正确环境的 nginx 配置，即使镜像构建时使用了默认配置
-    # 注意: 只覆盖 /etc/nginx/conf.d/default.conf，不挂载 /usr/share/nginx/html
-    # =========================================
+
     environment:
       - APP_ENV=${ENV:-staging}
     volumes:
       - ./nginx-${ENV:-staging}.conf:/etc/nginx/conf.d/default.conf:ro
-    
+
     healthcheck:
       test: ["CMD", "wget", "--spider", "-q", "http://127.0.0.1:80"]
       interval: 30s
@@ -194,9 +176,6 @@ services:
 
     logging: *default-logging
 
-    # =========================================
-    # 资源限制建议
-    # =========================================
     deploy:
       resources:
         limits:
@@ -212,9 +191,6 @@ volumes:
     driver_opts:
       type: none
       o: bind
-      # 重要: 确保主机目录存在且有正确权限
-      # Staging: /var/lib/xiaoxia-saas-staging/generated
-      # Production: /var/lib/xiaoxia-saas-production/generated
       device: ${GENERATED_FILES_HOST_DIR:?GENERATED_FILES_HOST_DIR must be set in .env}
 
 # ===========================================
@@ -223,8 +199,4 @@ volumes:
 networks:
   xiaoxia-net:
     external: true
-    # 网络名根据 ENV 变量区分，实现 staging/production 环境隔离
-    # staging:     xiaoxia-net-staging
-    # production:  xiaoxia-net-production
     name: xiaoxia-net-${ENV:-staging}
-