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Cognition(@cognition_labs)

Security remediation is an engineering capacity problem. AI has collapsed the time to exploit, but d...

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Security remediation is an engineering capacity problem. AI has collapsed the time to exploit, but d...

TL;DR · AI 摘要

Cognition 宣布推出 Devin for Security,将 AI 工程师能力引入安全修复场景,应对 AI 加速漏洞利用与防御工具滞后之间的矛盾。

核心要点

  • 安全修复本质是工程产能问题,而非单纯工具或流程问题。
  • AI 极大压缩了漏洞从披露到被利用的时间窗口,但现有防御工具响应速度未同步提升。
  • Devin for Security 提供标准化工作流,聚焦降低安全债务、保障每次发布安全、加速事件响应。

结构提纲

按章节快速跳转。

  1. 指出安全修复瓶颈在于工程产能,而非技术认知或流程缺失。

  2. AI 加速攻击链,使‘exploit time’坍缩,但防御侧自动化仍停留在告警/扫描层面。

  3. ·Devin for Security 定位

    不是新扫描器,而是可嵌入 SDLC 的 AI 工程师工作流套件。

  4. 减少安全债务、保障每次发布安全、加速响应——全部基于自主执行闭环。

思维导图

用一张图看清主题之间的关系。

查看大纲文本(无障碍 / 无 JS 友好)
  • Devin for Security
    • 问题根源
      • 工程产能瓶颈
      • Exploit time 坍缩 vs 防御滞后
    • 解决方案
      • AI 工程师工作流
      • 嵌入 SDLC 全阶段
    • 核心目标
      • 降安全债务
      • 保每次发布安全
      • 加速响应

金句 / Highlights

值得收藏与分享的关键句。

#AI#Cybersecurity#DevOps#Cognition#Devin
打开原文

Today we’re introducing Devin for Security: a set of workflows for reducing security debt, securing every release, and accelerating response https://t.co/Jcr1LedCDS" / X

Cognition on X: "Security remediation is an engineering capacity problem. AI has collapsed the time to exploit, but defensive tools haven’t kept up. Today we’re introducing Devin for Security: a set of workflows for reducing security debt, securing every release, and accelerating response https://t.co/Jcr1LedCDS" / X

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Cognition

@cognition

Security remediation is an engineering capacity problem. AI has collapsed the time to exploit, but defensive tools haven’t kept up. Today we’re introducing Devin for Security: a set of workflows for reducing security debt, securing every release, and accelerating response

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5:00 PM · May 5, 2026

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