Cloud Architecture & System Integrations

Full-stack architectural blueprint: from edge routing to physical Android nodes and the hybrid Skill-AI engine.

5-Stage Execution Pipeline

From client prompt dispatch to container sandbox execution — millisecond latency with pure lightweight data streams.

  1. 1. Client Access Tier
    Claude Code, Cursor, REST APIs, and Web Console
    Claude CodeCursor / CopilotREST APIWeb 控制台
  2. 2. Global Edge Routing
    Cloudflare Workers edge scheduling & auth
    Cloudflare Workers边缘路由Session 鉴权
  3. 3. Orchestration Engine
    Skill matching, state machine, and human-in-the-loop
    Skill 状态机人机答复调度任务队列
  4. 4. Hybrid Execution
    0 Token deterministic replay + VLM self-healing
    0 Token Skill 回放多模态 AI 排障90% 缓存折扣
  5. 5. Physical Fleet
    1:1 container sandbox, 50 instances/machine, D1 ledger
    1:1 独立真机沙盒单机 50 实例D1 账本 + R2 截图
  • AI SaaS Starter
    • Clients & Ecosystem
      • Claude Code / Desktop
      • Cursor / Codex / Copilot
      • OpenClaw / Hermes
      • OpenCode / Kilo Code
      • 标准 REST API 接口
    • Security & Sandboxing
      • 1:1 独立容器沙盒
      • 设备指纹物理隔离
      • 多账号防串号防关联
      • 到期置灰保留资产
      • 人机交互答复确认
    • Subscriptions & Quotas
      • 专属云手机配额（1~15台）
      • Stripe / Creem / 支付宝
      • 微美分高精度结算
      • 90% 提示词缓存折扣
      • 企业对公发票与收据
    • Hybrid Orchestration
      • 0 Token Skill 确定性主干
      • 自然语言一键屏幕接管
      • 突发未知弹窗智能自愈
      • 多模态 UI 坐标解析
      • 可复用 Skill 广场与工作流
    • Storage & Token Ledger
      • Cloudflare D1 关系型账本
      • R2 任务截图与素材存储
      • 用户级 Token 隔离计量
      • 720p 截图自动归档
      • 任务日志与执行追踪
    • Notifications & Alerts
      • 设备离线预警通知
      • 任务异常中断实时告警
      • 账户配额与到期提醒
      • Cloudflare / Resend 邮件服务
    • Fleet Deployment
      • 单台物理真机 50 实例承载
      • 跨节点动态负载均衡
      • 零视频流 · 纯数据指令驱动
      • 毫秒级边缘路由调度
      • 弹性集群水平扩展