面试题库

30 天从前端工程师到 Agent 工程师

D25 前端侧 Agent 体验：流式渲染、工具调用可视化、打断/重试、SSE hooks

• 用户点了「停止生成」，前端调用 AbortController.abort() 之后，后端在做什么？The user hits Stop and the frontend calls AbortController.abort(). What is the backend doing at that moment?

  国内高频海外高频深入#streaming#cancellation#cost

  分析过程 · 先想清楚再作答

  1. 这题是本章题眼，也是一道**陷阱题**：题干里已经把「前端 abort 了」当成既成事实，等你顺着说「那就停了」。答「停了」的直接出局。
  2. 正确答案一句话：**后端什么都不知道，它还在跑。** 还在调模型、还在往库里写消息、还在按 token 计费。`abort` 只是让你这一端不再读了，它顶多让 TCP 连接断开，而后端是否感知得到连接断开、感知到之后做不做事，是另一回事。
  3. 怎么拆：把「谁知道这件事」画出来。用户知道 → 前端知道 → **中间断了** → 后端不知道。断掉的这一环必须用一个显式的请求补上：`POST /runs/:id/cancel`。所以打断是两步，不是一步。
  4. 给一个量化的对照最有说服力：同一段 70 个字的回复，在第 5 个字打断——两步打断的后端停在 5/70，只 abort 的后端照跑到 70/70。差 14 倍的 token，而且那 65 个字还会落进会话历史，下一轮当上下文重新发一遍，付第二遍钱。
  5. 生产视角的补充：cancel 收到之后**不要硬杀**，把 run 迁到 cancelled 状态、让当前这一步跑完再退出——硬杀会留下半写的消息和对不上的序号。而且 cancel 本身必须幂等，因为网络抖动时你会重试它。
  6. 可预期的追问：那能不能靠后端检测连接断开来自动停？可以做，而且应该做（作为兜底），但不能只靠它——反向代理和负载均衡常常会把连接维持一段时间，后端感知到断开可能已经是十几秒之后；而且用户点停止之后如果自动重连，连接根本没断。**兜底归兜底，显式 cancel 才是主路径。**

  How to reason about it · think before answering

  1. This is the core question of the chapter and a deliberate trap: the prompt states the abort as a given and waits for you to say 'so it stopped'. Saying that ends the conversation.
  2. The correct answer in one line: the backend knows nothing and is still running — still calling the model, still writing messages, still billing tokens. abort only stops your end from reading; at most it drops the TCP connection, and whether the backend notices, or acts on noticing, is a separate matter.
  3. Decompose by drawing who knows what: the user knows, the frontend knows, the chain breaks, the backend does not know. That broken link must be closed with an explicit request: POST /runs/:id/cancel. So stopping is two steps, not one.
  4. A quantified contrast lands best: on the same 70-character reply interrupted at character 5, the two-step version stops the backend at 5/70 while abort-only runs to 70/70. That is 14x the tokens, and those 65 characters also land in conversation history and get resent as context next turn, billing you twice.
  5. Production addendum: on cancel, do not hard-kill. Move the run to a cancelled state and let the current step finish, or you leave half-written messages and gaps in the sequence numbers. Also make cancel idempotent, because you will retry it when the network flakes.
  6. Expected follow-up: can the backend just detect the dropped connection and stop by itself? It can and should, as a safety net, but not as the only mechanism. Proxies and load balancers often hold connections open, so detection can lag by tens of seconds, and if the client auto-reconnects the connection never drops at all. The net is a net; the explicit cancel is the main path.

  答题要点

  • 后端完全不知情：还在调模型、还在写库、还在计费。abort 只让前端这一端停止读取。
  • 打断必须两步：abort（界面立刻响应）+ POST /runs/:id/cancel（后端真的停）。
  • 量化差别：同一段 70 字的回复在第 5 个字打断，两步是 5/70，只 abort 是 70/70。
  • 后端收到 cancel 不要硬杀，迁到 cancelled 状态让当前步跑完；cancel 必须幂等。
  • 靠后端检测连接断开只能当兜底：代理会维持连接、自动重连时连接根本没断。

  Key points

  • The backend has no idea: still calling the model, still writing, still billing. abort only stops your side reading.
  • Stopping is two steps: abort for instant UI response, plus POST /runs/:id/cancel to actually halt the run.
  • Quantified: interrupting the same 70-character reply at character 5 gives 5/70 with both steps versus 70/70 with abort alone.
  • On cancel, transition the run to cancelled and let the current step finish rather than hard-killing; make cancel idempotent.
  • Backend disconnect detection is only a safety net — proxies hold connections open and auto-reconnect means no disconnect at all.