Devin

Claude Opus 4.8 launched: code defect omission rate reduced to 25% of Opus 4.7’s, hallucination probability dropped to 10%; new Dynamic Workflows enable hundreds of sub-agents in parallel—Bun migration case produced 750K lines of Rust with 99.8% test pass rate.

文章探讨了异步代理技术如何推动工程实践变革，包括80%的AI提交和7倍PR增长的具体案例。

Cognition Labs宣布Devin现在可以在Windows虚拟机中本地运行，从而能够构建、运行和测试原生Windows应用程序。

Cognition Labs 宣布 Devin 现在支持 Windows 原生工具链，包括 MSBuild、IIS、PowerShell 和 SQL Server 等，并且在这些系统实际依赖的环境中运行。Devin for Windows 提供了企业级的安全和治理控制，如隔离会话、不使用客户代码进行训练，以及符合 SOC 2 Type II 和 ISO 27001 标准，支持单点登录和基于角色的访问控制。

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。

Cognition与OpenAI合作，在Devin平台以五折优惠提供GPT-5.5，优惠持续至5月14日。GPT-5.5提升了Devin的自主运行能力，能发现并修复其他模型难以捕捉的生产问题。

Scott Wu分享了他在77秒内完成Expert级别的Minesweeper游戏，并宣布Devin现在支持Windows虚拟机。这可能意味着Devin平台增加了对Windows环境的支持，使得用户可以在该平台上运行Windows应用程序和游戏。

Cognition Labs raised over $1B at a $26B valuation, with enterprise usage growing over 10x and run-rate revenue reaching $492M. Devin, launched two years ago, has driven the adoption of cloud agents in software development.

Beau Rothrock faced a Redshift-to-Snowflake migration challenge at AngelList, completing the migration of 14,000 dashboards and reports within 5 weeks.

Cognition Labs分享了一名高中生在大学前通过直接信息请求在该公司工作的故事，最终公司协助他完成大学申请和美国签证，并提及他参与了DeepWiki和Devin项目。@3blue1brown采访了这位学生。

Cognition has become a trusted partner for major organizations and fast-growing startups, enhancing their software development lifecycle with Devin.

Cognition introduces Devin Auto-Triage, allowing users to set up AI auto-classification for any Slack channel in three clicks, offering $200 in credits.

Cognition 宣称其 AI 工程师 Devin 自动修复了巴西银行 Itaú 在 SonarQube、Fortify 和 Veracode 中 70% 的漏洞积压，但未披露方法、指标细节或第三方验证。

Cognition Labs 宣布其产品 Devin 能够运行和测试 Windows 应用程序，或者从头开始重建用户喜爱的应用。这可能意味着 Devin 是一个强大的开发工具或平台，能够处理 Windows 应用的开发和测试工作。

Cognition announced that using Devin tool completed the data migration 5.2 times faster than projected.

Claude官方推文仅宣传Devin AI工程师由Scott Wu团队开发，未提供技术细节、性能数据或工程实践，属于营销型短讯，信息密度极低。

Cognition announced that Modal's inference team has deployed Devin Auto-Triage for automated incident triage. A Modal engineer praised it as a step forward from other tools, noting its ability to monitor channels, integrate with codebase and observability stack, and proactively return useful investigations without prompting.

Cognition 宣布推出 Devin for Security，声称可提升安全团队修复漏洞与响应事件的能力，但未提供技术细节、架构说明或实证数据。

Cognition Labs 宣布 Devin 可集成至本地 shell，通过 Ctrl+G 快捷键触发，实时感知终端上下文并提供辅助，但正文无技术细节、架构说明或实测验证。

A tweet references another post about a Greptile report comparing failure modes of coding agents, suggesting Devin outperforms humans in most categories, but lacks supporting data or direct evidence.

A tweet quotes another post claiming a report from Greptile compares failure modes of coding agents, stating Devin outperforms humans in most categories, but provides no original data or analysis.

该推文仅为 Cognition Labs 发布的 Devin 终端功能预览链接，无实质性技术内容、原理说明或实操细节。

This is a social media post where Scott Wu expresses gratitude for the deep partnership with the Anthropic team and jokes about his middle school math videos.

Cognition launches Devin Auto-Triage, enabling their AI assistant to automatically monitor and triage software bugs, alerts, and incidents with context analysis and fix suggestions. Positioned as an AI first-responder with long-term memory, but technical implementation details remain undisclosed.