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Inside GitHub’s new Git storage architecture
Karthik Raman & Brian Celenza November 5, 2026 | 16 minutes Share: Last week at GitHub Universe, we announced our new Git storage architecture, capabl
Factory 收购 HumanLayer，给开源 AI 工具的“退出”上了一课
知名 AI 工具 HumanLayer 被 Factory 收购，但最值得关注的并非收购本身，而是其特意为用户提供的迁移和退出机制。这对开发者构建可移植的 AI 应用具有重要启示。
OpenAI GPT-6 Cyber：更懂攻击，更懂克制
OpenAI 推出的 GPT-6 Cyber 模型，在网络安全领域展现出卓越的漏洞挖掘能力，同时具备更强的安全边界控制，是安全研究员和开发者的得力助手。
Together AI let coding agents rewrite its GPU code. Then it kept humans on the deploy button.
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Raindrop simulates your agent’s world to catch what your changes break
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Groundcover automates Kubernetes sizing. Engineers set the bounds.
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AI failures threaten incident management: Here are 4 ways to avoid them.
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Postcards from tomorrow: Powering the agentic era through open source
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I broke a working agent seven ways. The metric I was watching caught two of them.
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Making Immersive LLM Chat Experiences More Accessible
21 min readAccessibility, AI, Web DesignShare on Twitter, LinkedInAbout The AuthorEric is a Boston-based designer who helps create straightforward sol
开源工具分享：标准化客户入职与 KYC 文档管理方案
DocAsser 开源了多种行业 KYC 检查清单，支持 Markdown/PDF 导出与网站嵌入，帮助开发者构建合规系统。
构建经得起审计的 LLM 合规审查系统
面对LLM在合规审查中的误读风险，本文结合AML和金融监管经验，深入分析了误差不对称性、可解释性要求及OCR干扰等核心挑战，并提出了在阴影模式下验证模型的实用方案。