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2026-08-08 0 浏览 会员

Anthropic将Claude Code默认设置为Auto Mode,以减少人工审批

Anthropic宣布Claude Code将默认启用Auto Mode,让AI代理自主处理开发任务,仅对高风险操作请求人工确认。测试显示自动模式更安全且效率更高,但Anthropic建议对生产环境变更仍需人工审查。这一变化将深刻影响开发者工作流。

SOURCE / AI技能杠杆 MIN / 9 ACCESS / 会员 POST / 2026-08-08 22:58:57

原贴

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作者:Matthias Bastian 来源站点:the-decoder.com 原贴时间:

原文

Claude Code will soon run in Auto Mode by default. Only Enterprise customers still need to opt in. The change means AI handles even more of the development process on its own. Auto Mode lets the AI coding tool work on its own without waiting for manual approval at every step. A classifier checks whether an action is dangerous or irreversible and only asks for confirmation in those cases. Starting August 14, Claude Code will ship with Auto Mode enabled by default for Pro, Max, and Team plans, as Anthropic announced in a blog post . In tests with 1,053 paid testers and internal red-teaming, Auto Mode performed at least as safely as manual approvals, and often better. Teams using Auto Mode also generated about 25 percent more pull requests, meaning they got more work done. Ad Anthropic also says Auto Mode adds a layer of protection against prompt injection attacks , where injected code tries to hijack the agent away from the user's instructions. An independent audit by Trajectory Labs tested 72 attack scenarios ten times each. None of the 720 attempts succeeded against Claude's current models, Fable 5, Opus 5, and Sonnet 5, in Auto Mode. With OpenAI's GPT-5.6 Sol in Codex Auto-Review mode, 5.83 percent of the attacks got through. Ad DEC_D_Incontent-1 Internally at Anthropic, Auto Mode stopped Claude from uploading confidential data to a public page. During one long session, it also killed roughly 2,000 processes that would have disrupted ongoing GPU training jobs, the company says. Anthropic doesn't charge for the tokens the classifier itself consumes. But making Auto Mode the default is likely still a good deal for the company. When Claude works longer and gets more done, total token usage goes up, and so does revenue, even if that wasn't Anthropic's main motivation for the change. Ad Claude Code is currently the most widely used AI coding tool by a wide margin, and making Auto Mode the default pushes the developer's role further from active coding toward reviewing AI-generated output. Anthropic itself urges caution. The classifier reduces risks but doesn't eliminate them. "For high-stakes changes to production infrastructure, we still recommend reviewing Claude's actions yourself," the company writes. Ad DEC_D_Incontent-2 That advice creates a paradox. The less often developers step in, the more their oversight matters. But it gets harder to build a deep understanding of projects that were largely built by Auto Mode without much human involvement. And cybersecurity is moving faster and growing more complex than any human can realistically keep up with. Ad Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section.

中文翻译

Claude Code即将默认以自动模式运行。只有企业客户仍需要选择加入。这一变化意味着AI将更多地自主处理开发过程。自动模式让AI编码工具自行工作,无需在每一步都等待人工批准。一个分类器会检查某个操作是否危险或不可逆,并仅在这些情况下要求确认。从8月14日起,Claude Code将默认对Pro、Max和Team计划启用自动模式,正如Anthropic在博文中宣布的那样。在对1,053名付费测试者和内部红队的测试中,自动模式的安全性与手动审批相当,甚至更好。使用自动模式的团队还生成了大约25%更多的拉取请求,意味着他们完成了更多工作。Anthropic还表示,自动模式增加了一层针对提示注入攻击的保护,注入代码试图劫持代理偏离用户的指令。Trajectory Labs的独立审计对72个攻击场景各测试了10次。在自动模式下,针对Claude当前模型Fable 5、Opus 5和Sonnet 5的720次尝试中没有一次成功。对于OpenAI的GPT-5.6 Sol在Codex自动审查模式下,5.83%的攻击成功通过。在Anthropic内部,自动模式阻止了Claude将机密数据上传到公共页面。公司表示,在一次长时间会话中,它还终止了大约2,000个会中断正在进行的GPU训练作业的进程。Anthropic不收取分类器本身消耗的token费用。但将自动模式设为默认值可能对公司来说仍然是一笔好交易。当Claude工作更长时间并完成更多工作时,总token使用量上升,收入也随之增加,即使这不是Anthropic做出这一改变的主要动机。Claude Code目前是使用最广泛的AI编码工具,且遥遥领先,而将自动模式设为默认值,将开发者的角色从主动编码进一步推向审查AI生成输出。Anthropic自己也敦促谨慎。分类器降低了风险,但并未消除风险。公司写道:“对于对生产基础设施的高风险变更,我们仍建议您自行审查Claude的操作。”这一建议造成了悖论。开发者干预得越少,他们的监督就越重要。但要深入理解那些主要由自动模式构建、且没有太多人工参与的项目,就变得更加困难。而且网络安全的发展速度比任何人能实际跟上的都要快,也变得更加复杂。

核心信息

Anthropic宣布Claude Code将默认启用Auto Mode,让AI代理自主处理开发任务,仅对高风险操作请求人工确认。测试显示自动模式更安全且效率更高,但Anthropic建议对生产环境变更仍需人工审查。这一变化将深刻影响开发者工作流。

  • Anthropic宣布Claude Code将默认启用Auto Mode,让AI代理自主处理开发任务,仅对高风险操作请求人工确认。测试显示自动模式更安全且效率更高,但Anthropic建议对生产环境变更仍需人工审查。这一变化将深刻影响开发者工作流。
  • 原贴提到:Claude Code will soon run in Auto Mode by default. Only Enterprise custo
  • 来源:the-decoder.com
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