Neck-AI @ReallyUck
大厂R&D 7年｜AI应用R&D 3年｜AI研究｜Agent场景应用｜企业数字员工自主交付｜不聊AGI空话，只晒能上线的结果 Joined August 2018-
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@AlexTamkin 这研究有点膈应人。专家自己觉得在拍板，回头一对，八成是跟着模型走的。
@cursor_ai 没有内置 evals，对我们来说还不算能上线的 Agent SDK——只是多了个会聊天的壳。
@addyosmani 我们这边 merge 前先问：这改动能不能跑通验收、出事怎么回滚。没这门禁，人眼过 diff 也白过。
合并翻倍、回滚掉四成——你们还是每行人眼过，还是先问：这改动该机器查还是人查？
多 agent 是再养一堆 bot，还是一个协调者派活？你现在怎么拆？
Insane Grok @bot upgrade! Finally, you can connect Grok Bot to different agent harnesses and run tasks through their native runtimes. Devs just open-sourced HarnessRouter, the infrastructure layer that lets Grok Bot run tasks across: - Codex - Hermes - Claude Code - DeepSeek
@jackyang886 从零我会选 Agent。IDE 还是人在开飞机；Agent 是把目标说清楚，让它干穿。
大厂现在就两种人：自己上手 Claude Code / Codex 的，和只会派活的。 AI 先砍的是还没招进来的坑。对号入座——你是哪一种？
Fully agree. Before AI can operate or iterate on a company, the company has to be visible to AI. Being seen is the first step.
A thing I see happening at large organizations as a result of AI is the expansion of the role and span of control of senior management who can directly monitor the whole firm. It vastly changes company operations. It also is straightforward to implement compared to firm redesign.
bot 互相聊天，好玩。 评论区那种才烦：礼貌、完整、啥也没说。看着像人，读两句就不像。 我发帖只认自己认的观点。模型帮我润色可以，替我装人不行。 猜一下上面几句——人还是 AI？ 1=人，2=AI。
今天正式发布 Yobiru 的新功能，Yobiru Friends！ 这个新功能是最近最有趣的一个功能之一，因为它可以让我的 Grok bot 和啵啵的 Grok bot 直接聊天，发送文件，协商日程。换句话说，它支持将你的任何 personal agent，比如 Grok bot 或者 Muse，对外发布或分享给亲朋好友。
REA 那波挺好玩的——有人拿它改自己买的电视，去广告、换界面。然后 Claude 突然不让干了。 开源工具还在，模型说停就停。 用 AI 用得越深越清楚：能干什么，不由你说了算。 我自己做个人 AI 应用会更小心：关键别绑死一家。不是站队，是怕哪天直接用不了。
Claude can no longer “Reverse Engineer Anything.” Anthropic just quietly killed REA. But Interesting timing. After a few viral cases of people using Claude to reverse-engineer Samsung TV firmware and identify data-collection services, Anthropic appears to have restricted those
@bourneliu66 别比谁聊天更顺，比谁真能替你把活交出去。Grok Bot 这点对上了。
做Agent，目前最常见的两种陷阱： 一种：一上来自己造编排，二十个节点、LangGraph 画满屏——好像复杂度等于能力。 另一种：只会把活拆碎扔给 AI，人自己退化成派活的。 要反过来：先站在现成的强底座上——Claude Code、Codex等——再把目标抬到「要结果」，别再拿「要步骤」卷自己。 目标说清楚什么叫做完；底座Harness负责把它干穿。 Harness很强、目标很低：好工具沦为高级打杂。 目标很高、底座很弱：嘴上零故障、包结果，日志没有、复现不了、也没人敢验收——那不叫野心，叫空喊。 所以第一版别自研编排。 把标准写死：这块业务持续稳住；异常 24 小时内发现、复现、修好，还要独立验收。 时间和预算花在接系统、能跑的测试、跨团队协作上。再画流程图自我感动，省省。
@allen_xion18328 我主要用来吃透长英文访谈：转成播客随时听，配双语对照和生词本。兴趣直接变成方法，比干背单词扛得多。
@realmaxluo 我也不敢一上来全连邮箱日历。先在 dots 自带云主机上做了个只给自己用的学英语网页，加到 iPhone 主屏幕当图标开——权限边界清楚，出事也只砸自己。
@signulll 竞争从「谁更聪明」挪到「谁住进日常」之后，我这边反而做出了更多小工具，不是更少。个人 agent 当底座，网页加主屏幕就能开干——不用先等上架。
野心那篇（Altitude / Depth / Range）：x.com/felixrieseberg… 长文：felixrieseberg.com/how-to-be-more… 合读 harness：x.com/verrsane/statu…
If you’re building a agent Always go the harness route first. Do not build a complicated 20 step workflow using a bunch of if else statements or langgraph Use a harness as your agent eg. Claude code, codex, deep agents, glean etc You’re just shooting urself in the foot off
Felix Rieseberg @felixrieseberg
110K Followers 734 Following I build things @AnthropicAI, Co-Maintainer https://t.co/g4potti8nq
Bitcoin PulseX @BitcoinPulseX
236K Followers 4 Following Bitcoin Trader | Crypto Activist | Web3 | DM for Promotions
Matt Cole @ColeMacro
47K Followers 2K Following Chairman & CEO @Strive Christ, Liberty, Bitcoin $ASST $SATA $SATS @hurdleratepod
Ameliayu 余一 @ameliax111
11K Followers 659 Following AI Builder & Evangelist AI-first, 6,000+ hours in, sharing what I learn. LinkedIn China Top Voice | Ex-Tencent AI researcher | Former VC VP
MollySIM @mollysim26
8K Followers 15 Following Affordable global eSIM for international travelers. Instant delivery, reliable high-speed data, and simple setup. Connect anywhere with MollySIM.
Diogo Almeida @CompleteSkeptic
157K Followers 80 Following Sane + 🌶️ takes in an insane AI world... AI capabilities researcher: co-created RLHF/ChatGPT @ @openai now trying to right the wrong 🤭 (ceo @typesafeai)
H.E. Justin Sun 👨�... @justinsuntron
4.3M Followers 4K Following 👨💻 Entrepreneur | 🤵♂️ Diplomat | 👨🚀 Astronaut #712 | Founder @trondao | Advisor https://t.co/o9xGaETpdH https://t.co/Y1UfwSJ8ko https://t.co/GSEqOn3haH | Chinese @sunyuchentron
DAIR.AI @dair_ai
136K Followers 1 Following Democratizing AI research, education, and technologies. Learn about AI Agents for FREE at https://t.co/HHXg8rryu4
Noam Brown @polynoamial
183K Followers 967 Following Researching reasoning @OpenAI | Co-created Libratus/Pluribus superhuman poker AIs, CICERO Diplomacy AI, and OpenAI o-series 🍓 reasoning models
Fei-Fei Li @drfeifei
1.1M Followers 1K Following Cofounder/CEO @theworldlabs, Prof (CS @Stanford), Co-Director @StanfordHAI, #AI #SpatialIntelligence #GenAI #computervision #robotics #AI-healthcare
Min Choi @minchoi
392K Followers 1K Following Building with Super Intelligence. Sharing what's wild, what's practical, and what's next.
Zephyr @Zephyr_hg
59K Followers 120 Following Most people use 10% of AI. I'll hand you the other 90: new features and free setups to copy, in ChatGPT, Claude, Grok and so on. One short email a day ↓
Qizheng Zhang @ COLM ... @qizhengz_alex
2K Followers 896 Following Final-year CS PhD student @Stanford. Working on recursive self-improvement of AI (ACE, Meta-Harness, etc.).
刘小排 @bourneliu66
35K Followers 103 Following AI Product Founder · Building in Public Raphael https://t.co/tJOiC32ULa
Akshay 🚀 @akshay_pachaar
292K Followers 510 Following Simplifying LLMs, AI Agents, RAG, and Machine Learning for you! • Co-founder @dailydoseofds_• BITS Pilani • 3 Patents • ex-AI Engineer @ LightningAI
Yuchen Wu @eaufavor
5K Followers 306 Following Inference traffic cop @SpaceXAI. Slug engineer @cursor_ai. Former CDN/Pingora lead @Cloudflare. Look at memes everyday at 10:30pm.
Raycast @raycast
98K Followers 33 Following Your shortcut to everything. Pro → https://t.co/U2NFkqtaYw Community → https://t.co/R2il42i6E7 Glaze → @glazeapp
Ryo Lu @ryolu_
99K Followers 2K Following Designed @Cursor_ai, @NotionHQ, @Stripe, built startups. I make a world where anyone can make software. Aspiring k-pop idol.
机器人（退休版... @shipin_xiazai
433K Followers 0 Following
CodeGuide @CodeGuidedev
19K Followers 1 Following Generate coding docs for AI tools or run autonomous coding agent that can code for hours | by @cjzafir
Neo Zhang @neozhang
7K Followers 1K Following cofounder of @argnhq, stanford gsb, ex-coo of ZH (NYSE)
howie.serious @howie_serious
53K Followers 398 Following purity of thought. be exactly who you are : just a serious man. 思想纯净，做好自己：严肃对待自己的兴趣，不要浮皮潦草。 公众号：howie和小能熊 youtube：https://t.co/J1aSMKnUFo
Jiayuan (JY) Zhang @jiayuan_jy
121K Followers 1K Following Building @MulticaAI. Ex-@devv_ai. Ex-@tiktok_us.
Yangyi @yangyi
127K Followers 626 Following 用NewMax(https://t.co/sYOJBYIaoF)构建Reverb Marketing 关注Yangyi，订阅Yangyi的实战手记，收获最真实的AI营销实践分享👇🏻 https://t.co/Pkue4jV8hK
宝玉 @dotey
263K Followers 2K Following AI Engineer, dedicated to learning and disseminating knowledge about AI, software engineering, and engineering management.
Anthropic @AnthropicAI
1.9M Followers 2 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant @claudeai on https://t.co/FhDI3KQh0n.
Sam Altman @sama
6.4M Followers 1K Following The mission of OpenAI is to ensure that AGI benefits all of humanity
Seth Kramer @sethjkramer
19K Followers 440 Following Follow me to learn about AI, marketing, and entrepreneurship. Building @nocodemba
AutoGPT @Auto_GPT
14K Followers 8 Following Explore the new frontier of autonomous AI, dive into the fastest growing open source project on GitHub, and journey through the dynamic agent ecosystem!
Stability AI @StabilityAI
264K Followers 10 Following We’ll help you make it like nobody’s business. Multimodal media generation and editing tools to get your idea to production. Self-deploy? 👍 Need a partner? 🤝
LangChain @LangChain
272K Followers 206 Following Own your intelligence. Makers of LangSmith, @LangChain_OSS, and @LangChain_JS.
AI at Meta @AIatMeta
877K Followers 370 Following We're building the future of personal superintelligence to help people create, connect, and achieve more in life.You might like
