revlekt @revlekt
Joined February 2009-
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A Survey of Context Engineering 160+ pages covering the most important research around context engineering for LLMs. This is a must-read! Here are my notes:
上下文工程 (Context Engineering) 在 LLMs 中的重要性和最新进展综述论文——非常系统的梳理了上下文工程的概念、重要性和核心组成，推荐给朋友们周末阅读 📰🖍️ 什么是上下文工程？ 上下文工程是关于如何设计、管理和优化输入到 LLMs…
上下文工程 (Context Engineering) 在 LLMs 中的重要性和最新进展综述论文——非常系统的梳理了上下文工程的概念、重要性和核心组成，推荐给朋友们周末阅读 📰🖍️ 什么是上下文工程？ 上下文工程是关于如何设计、管理和优化输入到 LLMs… https://t.co/cMECNbBoE5
Dify 是一家 Tech Startups 公司，像我们这样的公司基石应是工程师友好文化（Hacker-friendly），这是今天我们能成为 GitHub 全球 Top 50 项目，并且实现盈利的首要因素（尽管其它因素也很重要，但这点更重要，例如“贵人相助”、“广结善缘”）。 Hacker-friendly…
Manus 团队发布 Blog，解密上下文工程实践 这是花了用几千万美元学费，实际各种踩坑，才得到了一些反共识的经验 非常宝贵 1. 上下文工程比“从头造轮子”更香…
Go to their main website to start learning: docs.anthropic.com/en/docs/build-… Here's what you are going to learn:
现在最常用的MCP是playwright-mcp，让Cursor写完代码自己去浏览器看下效果
作为一个业余自媒体，从来没有专业的去记录数据和分析数据，但是看了影视飓风这个分享还是大受震撼，原来自媒体运营是有这么多学问在里面的，他们这样团队的成功不是偶然的，你可以看到有一套科学的数据分析、系统化的流程和不断迭代的策略，而且核心指标居然只有两个：“点击率（CTR）”和“平均观看时长…
I Need To Figure Out My Life... youtube.com/watch?v=1ZvUD2…
Google NotebookLM 已经支持了中文，效果挺不错的，我其实挺好奇它系统提示词是怎么写的，于是尝试着逆向了一下，根据逆向的结果再反向推导了它的系统提示词，它的提示词一句话总结就是： “在 5 分钟内，使用‘热情讲述者 +…
Google NotebookLM 已经支持了中文，效果挺不错的，我其实挺好奇它系统提示词是怎么写的，于是尝试着逆向了一下，根据逆向的结果再反向推导了它的系统提示词，它的提示词一句话总结就是： “在 5 分钟内，使用‘热情讲述者 +… https://t.co/0uLedP1AUe
AI Agents Roadmap
Confused about the difference between MCP and Function Calling lately? Are they competing standards at all? (Let’s break it down!) The short answer: 𝐭𝐡𝐞𝐲'𝐫𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐚𝐫𝐲, not competing. 𝗪𝗵𝗮𝘁 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻 𝗖𝗮𝗹𝗹𝗶𝗻𝗴 𝗱𝗼𝗲𝘀: 𝟭. Enables LLMs to…
🤯 AI 写 UI，总是“漂亮一点，有设计感”？效果拉胯？ 我发现了神器 uiprompt，让你的 UI 设计瞬间起飞 ✓ 汇集大量精美UI + 对应提示词 ✓ 一键生成同款Prompt，告别描述无力 ✓ Claude/Cursor/Deepseek/豆包... 通通适用！ 告别垃圾UI，让AI真正懂你的设计！ 赶紧体验，点赞收藏不迷路！
兄弟们，抄作业时间到！ 又一个高转化的 landing page 公式。 来自 @MarkKnd
Less than 24 hours ago, Google dropped Firebase Studio. Cursor AI, Lovable, Bolt, v0, deploy, all in the browser. Free. Minds are blown. 10 wild examples: 👇
Anyone can build on top of Browser Use… that’s the beauty of open source!
Anyone can build on top of Browser Use… that’s the beauty of open source!
Cursor 没有做成插件，估值肯定是一方面，毕竟 AI 代码编辑器和 VSCode AI 编程辅助插件给投资方的想象空间是不一样的，对品牌价值也不一样。 另外定位也不一样， Cursor 定位是 AI 代码编辑器，VSCode 只是它实现的一个框架，它需要将自己很多产品理念融入其中，你如果对比它和 VSCode 中使用 GitHub…
Cursor 没有做成插件，估值肯定是一方面，毕竟 AI 代码编辑器和 VSCode AI 编程辅助插件给投资方的想象空间是不一样的，对品牌价值也不一样。 另外定位也不一样， Cursor 定位是 AI 代码编辑器，VSCode 只是它实现的一个框架，它需要将自己很多产品理念融入其中，你如果对比它和 VSCode 中使用 GitHub… https://t.co/WRNpX30Zjz
一图看懂：成为AI产品经理的七大步骤 据Mlion.ai分析，这张图表详细列出了成为AI产品经理所需的七个关键步骤。每个步骤都提供了具体的指导和建议，从内容学习到实际操作，再到职业网络建设，全面覆盖了一个AI产品经理成长的全过程。 1. 塑造你的内容饮食 - YouTube频道: Jeff Su,…
My Favorite 10 Soft Skill Books that Can Help You Become a Better Developer
This 600-year-old painting is one of the most mysterious in history. That mirror at the back is just 3 inches wide — yet it reflects the entire room in immense detail. Look closer at it and you'll realize nothing is as it seems… (thread) 🧵
非常非常值得一看的来自 LangChain 团队的 RAG 视频：当 LLM 的上下文足够长了就不需要 RAG 了吗？ —— RAG在长上下文大语言模型(LLM)中的应用探讨…
巨牛币社群（分... @FXAVAXjuniu28
384 Followers 5K Following （#LUNA #BNB #区块链）加微信，立即免费获取2天超过全球20个币圈顶级付费内容，【巨牛币众筹社群】汇集价值约20万人民币付费社群内容，(#AVAX #Solana #知识星球)包括: #nansen、#头等舱研报、#本末区块、蓝狐笔记币圈方向、区块链三刀、零X干货铺、掘金之路等。全球币圈最优质社群我们都有
巨牛币社群（分... @FXSOLjuniu25
379 Followers 5K Following 加微信，免费获取2天超过20个全球币圈顶级付费内容，#AVAX #Solana #知识星球【巨牛币社群】汇集价值约20万人民币付费社群内容，#BNB #区块链 包括: #nansen、#头等舱研报、#本末区块、See The Future、#蓝狐笔记、区块链三刀、零X干货铺、王大有、掘金之路等。全球币圈最优社群我们都有
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