Anthropic Claude 推出消息线程功能降低长会话延迟
Make long-running agents faster with message threads | Claude by Anthropic
做 Agent 开发的同学必看,这个 API 更新直接优化了长上下文场景下的 TTFT,实测能降 35% 延迟,赶紧去压测你的链路。
Message threads is now available in public beta on the Claude Platform. With message threads, agents no longer need to resend the full conversation history on every turn, reducing latency for long-running sessions.
消息线程(Message Threads)现已在 Claude Platform 上以公开测试版形式提供。借助消息线程,智能体无需在每一轮交互中重新发送完整的对话历史,从而降低了长时间运行会话的延迟。
How message threads works
消息线程的工作原理
A coding agent might make hundreds of requests in one session, and each request resends every earlier message and tool result. Once a conversation reaches hundreds of thousands of tokens, resending all of it adds time before Claude starts responding. With message threads, agents send only what’s new since the last turn, which reduces time to first token (TTFT).
一个编码智能体在一次会话中可能会发出数百次请求,而每次请求都会重新发送之前的每条消息和工具结果。一旦对话达到数十万 token,重新发送所有内容会在 Claude 开始响应之前增加时间开销。使用消息线程后,智能体只需发送自上一轮以来新增的内容,从而减少了首字生成时间(TTFT)。
With message threads on by default for most Claude Code users, requests with 500k to 1M tokens see median TTFT drop by about 35%.
对于大多数 Claude Code 用户,消息线程默认开启。对于包含 50 万至 100 万 token 的请求,中位数 TTFT 下降了约 35%。
To use message threads, add the thread parameter to Messages API requests. The first request includes the full conversation and starts a thread. Each request after that includes only the new messages and the ID of the previous response. Between turns, we hold each thread in memory, where it’s encrypted and not written to disk. A thread expires 5 minutes after its last request and your client then resends the full conversation to start a new one. While each request is smaller with message threads, Claude still reads the full conversation on every turn, so token usage stays the same.
要使用消息线程,请在 Messages API 请求中添加 thread 参数。首次请求需包含完整对话并启动一个线程。随后的每次请求仅包含新消息以及上一次响应的 ID。在轮次之间,我们会将每个线程保留在内存中,对其进行加密且不写入磁盘。如果线程在最后一次请求后超过 5 分钟未活动,则会自动过期,此时你的客户端需重新发送完整对话以启动新线程。虽然使用消息线程时每次请求的数据量更小,但 Claude 仍会在每一轮读取完整对话,因此 token 用量保持不变。
Message threads is best for active sessions where latency matters, including:
消息线程最适合对延迟敏感的活跃会话,包括:
- Long-running coding agents, where each tool result or file edit adds to the conversation.
- Computer use agents, where screenshots stay with the thread instead of being re-uploaded on every turn.
- Document and image-heavy workflows, where requests are made smaller.
- 长时间运行的编码智能体,其中每次工具结果或文件编辑都会增加对话内容。
- 计算机使用智能体,其中截图会随线程保留,而非在每轮交互中重新上传。
- 文档和图片密集型工作流,此类场景下请求体积得以减小。
The more context an agent carries, the more message threads can reduce time to first token.
智能体携带的上下文越多,消息线程在降低首字生成时间方面的效果就越显著。
Getting started
入门指南
Message threads is available now in public beta on the native Claude Platform, and on Claude Platform on AWS, Claude in Microsoft Foundry, and on Claude Models on Google Cloud (Anthropic managed). Standard Claude token rates and existing rate limits apply. See the documentation to get started.
消息线程现已在原生 Claude Platform、AWS 上的 Claude Platform、Microsoft Foundry 中的 Claude 以及 Google Cloud 上的 Claude Models(Anthropic 管理)上以公开测试版形式提供。适用标准 Claude token 费率及现有速率限制。请参阅文档以开始使用。
ArticleOct 28, 2026
文章 2026年10月28日
Smart reports, surveys, and pooled group budgets for Claude Enterprise
Claude Enterprise 的智能报告、调查和共享团队预算功能
In many organizations, members have identified the unique work that Claude can unlock. The next step is expanding that work to every team.
在许多组织中,成员已经识别出 Claude 能够解锁的独特工作价值。下一步是将这些工作扩展到每个团队。
Claude Enterprise
ArticleOct 28, 2026
文章 2026年10月28日
IDC brings Quanta into Claude and adopts Claude across the company
IDC 将 Quanta 集成至 Claude 并在公司内部全面采用 Claude
IDC integrated Claude as part of its Quanta platform, and it has rolled Claude out across its own business
IDC 将 Claude 作为其 Quanta 平台的一部分进行集成,并已在其自身业务中推广部署 Claude
Claude CoworkClaude Code
1 more: Claude EnterpriseClaude Enterprise
ArticleOct 28, 2026
文章Oct 28, 2026
Introducing artifacts for legal work
推出法律工作专用工件
Claude for Legal now includes ready-to-use artifacts for legal work that teams can adapt with their own data and connectors, and share across the business.
Claude for Legal 现已包含开箱即用的法律工作工件,团队可结合自身数据和连接器对其进行定制,并在企业内部共享。
Claude Enterprise
ArticleOct 27, 2026
文章Oct 27, 2026
Claude for Financial Advisors
面向财务顾问的 Claude
Financial advisors can now connect Claude to the custodians, portfolio platforms, CRMs, and planning tools they depend on, along with new skills tailored to the daily work of a financial advisor.
财务顾问现在可以将 Claude 与他们依赖的托管机构、投资组合平台、CRM 和规划工具相连接,并配备专为财务顾问日常工作量身定制的新技能。
更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力