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Claude:Blog(网页)·· 2026-05-12精选AI 评分58

Code w/ Claude SF 2026开发者大会:基于AI指数级增长的构建

Code w/ Claude SF 2026: Building on the AI exponential

AI 导读

在Code w/ Claude SF 2026开发者大会上,Anthropic宣布提升开发者工具能力。Claude Code的速率限制翻倍,Claude Opus的API限制提高,以支持大规模可靠开发。同时,Claude平台上的托管智能体新增四项功能:“梦想”功能通过回顾会话优化记忆;多智能体编排支持主智能体并行委派子任务;“成果”功能通过定义输出标准提升任务成功率,内部测试显示最难问题成功率最多提升10%;Webhooks提供任务完成通知。大会主题演讲和分组会议录像已上线,并计划在伦敦和东京举办后续活动。

推荐理由

虽然已是旧闻,但Dreaming和Outcomes这两个功能让agent能自我改进,是构建生产级AI团队的真信号,做Claude开发的值得补课。

正文

Missed our SF Code w/ Claude developer conference? Keynotes and breakout sessions are now on YouTube.

  • Category

    Product announcements

  • Product

    Claude Code

    Claude Platform

  • Date

    May 12, 2026

  • Reading time

    5

    min

  • https://claude.com/blog/code-w-claude-sf-2026-sf

This week in San Francisco, we hosted Code w/ Claude, our annual developer conference. The event brought together developers, engineers, and founders for two days of keynotes, breakout sessions, and workshops with the teams building Claude. 

From prompting and model selection to architecting skills and scaling AI-native engineering teams, every session circled the same shift: the distance between an idea and production software is narrowing, and the teams getting the most leverage are designing for the AI exponential—not reacting to it. 

We demonstrated this through live coding sessions, customer deep-dives, and hands-on tutorials highlighting what this looks like today.

Daniela Amodei, Co-founder and President, and Dario Amodei, Co-founder and CEO, participate in a fireside chat moderated by Ami Vora, CPO.

What we announced

Announced at the conference, we doubled rate limits on Claude Code and raised API limits for Claude Opus so developers, startups, and enterprises can build more reliably at scale. Both changes are now live.

We also introduced new capabilities to Claude Managed Agents on the Claude Platform aimed at helping teams build and deploy cloud-hosted agents at scale. Four new features are now available to all developers:

  • Dreaming. A scheduled process that reviews past agent sessions, surfaces patterns, and curates memory, so agents improve between runs. Recurring mistakes, shared workflows, and team preferences get pulled into a more useful memory store.
  • Multiagent orchestration. A lead agent can delegate to specialist subagents working in parallel on a shared filesystem, each with its own model, prompt, and tools. The whole flow is traceable in the Claude Console.
  • Outcomes. Developers define a rubric for what a good output looks like. A separate grader evaluates each result in its own context window and sends the agent back to revise until it meets the bar. On our internal benchmarks, outcomes lifted task success by up to 10 points on the hardest problems.
  • Webhooks: Once you’ve defined an outcome, you can let the agent run, and get notified by a webhook when it's done.

In case you missed it

Boris Cherny, creator of Claude Code, presents during Code w/ Claude 2026 in San Francisco.

If you missed the livestream, check out our keynote and breakout session recordings, here.

Our talks go behind the scenes of building Claude with Anthropic teams and share how customers like Asana, Cursor, GitHub, Replit, and Vercel about how they’re designing production-ready agents and pushing the boundaries of agentic development. 

We’ll be taking Code w/ Claude to London (May 20-21) and Tokyo (June 5-6). All Day 1 keynotes and breakout sessions will be streamed live.

Stay tuned for technical tutorials, guides, and customer stories inspired by our talks. 

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来源:Claude:Blog(网页) · claude.com