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Why Most Multi-Agent Systems Fail in Production (And How to Fix It)
多智能体系统在测试环境跑得通，生产环境却频繁崩溃？根因不在模型，而在编排层——实战经验教你避开无限重试与静默故障的坑。
Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the pattern: agents that "worked" in a Jupyter notebo…
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Why Pasting Figma Screenshots into Claude Fails (And What to Use Instead)
Figma截图喂给Claude会丢失哪些关键信息？用结构化上下文替代像素猜测。
Here's the workflow that's become default in every design-to-code team right now: export a frame from Figma, paste the PNG into Claude or Cursor, type…
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当品牌开始争夺AI的答案：翰智GEO入场
AI答案已成为品牌必争之地，翰智GEO把GEO做成工程：三大引擎、七步闭环、溯源编码，还把AI提及率和引用率写进可验收的合同。
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对话蚂蚁数科：打造商业智能体超级工厂，生态共建中国行业版Harness标准
蚂蚁数科推出商业智能体超级工厂，预置200个数字专家模板，解读企业AI工程化落地新路径。
7月17日，2026世界人工智能大会（WAIC）在上海开幕。作为36氪连续第三年深入WAIC现场的重要内容窗口，「氪话未来」直播间也在大会首日同步开启现场对话。蚂蚁数科副总裁、中国区业务发展部总经理孙磊在WAIC现场接受36氪「氪话未来」特邀专访，围绕商业智能体超级工厂、行业垂直大模型、AI工程化能…
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Break Up Your React App: Micro-Frontends with Next.js 🧩
Next.js结合Module Federation实现微前端拆分，实战指南直击单体应用痛点。
The Frontend Monolith Bottleneck Backend architectures evolved from monoliths to decoupled services years ago, but the frontend was largely left behin…
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Harness Engineering for LLM-Driven GPU Kernel Generation
LLM驱动GPU内核自动生成，工程优化是关键——比赛级技术报告揭示提示工程与循环生成创新
arXiv:2607.17979v1 Announce Type: cross Abstract: Large language models (LLMs) can assist GPU kernel generation, but their practical effectiveness dep…
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The Turborepo + Bun + Biome stack behind a 40-package monorepo
40个package的monorepo实战，看Turborepo+Bun+Biome如何搭建CI防线，前端工程化必读。
Forty packages, one maintainer, and no ESLint config anywhere in the repo. That is not a boast - it is the direct result of a decision made early: eve…
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中国宝武太钢 T1100S 级超高强碳纤维工程化试制一次成功，性能达国际先进水平
IT之家 7 月 1 日消息，中国宝武官方 6 月 29 日确认，旗下太钢集团钢科公司 T1100S 级超高强碳纤维已一次性试制成功。 此项工程化试制依托钢科公司现有年产 500 吨碳纤维生产线完成，产品拉伸强度稳定达到 7.0GPa 以上，各项关键性能指标均表现优异。经检测，其综合性能达到国内领先…
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Helm Charts for a Simple SPA: Over-Engineering or Smart DevOps?
深度探讨Helm Charts对简单SPA应用是否是过度工程，用实际YAML对比揭示DevOps决策取舍。
Ah, the Single Page Application (SPA). You’ve built it in React, Vue, or Svelte. You’ve run npm run build, and out pops a dist/ folder containing a fe…
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Harness engineering: Leveraging Codex in an agent-first world
OpenAI分享如何利用Codex在智能体优先的世界中驾驭工程化实践，前沿视角值得一看
Article URL: https://openai.com/index/harness-engineering/ Comments URL: https://news.ycombinator.com/item?id=48416264 Points: 245 # Comments: 160
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AI Goal: Senior Software Engineer
大厂资深工程师分享AI落地心得，探讨MCP和Agents的实际应用场景与组织挑战。
Context: Working as a senior software engineer in one of the big techs. One of the goals for senior engineers in my organization is to identify and im…
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How does VuReact compile Vue 3's defineSlots() to React?
揭秘VuReact如何将Vue 3的defineSlots()宏编译为React，带你理解跨框架编译的核心机制。
VuReact is a compiler toolchain for migrating from Vue to React — and for writing React with Vue 3 syntax. In this article, we will look at how Vue 3'…