Albert Hew @HewAlbert

Google Brain founder, Andrew Ng: "Prompting will die in 6 months. Loops and Graphs are what's replacing it." In 2 hours, he shows exactly what the best engineers already build instead, and how to start building it yourself. The missing piece most people skip: how to connect those loops into a graph that compounds every time it runs. Watch it, then read the full guide on loops and graphs below.

Mahax @Mahaximus_

3 days ago

x.com/i/article/2084…

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蒸馏的保姆级教程

范冰把一本二十多万字的新书免费开源了。 《前置部署工程师》 讲的是 AI 时代怎么把「产品能做的」和「客户需要的」焊在一起——FDE。 全书在线读，一分钱不收。

我沉迷于收集提供远程工作的网站。 时薪最高120美元。 无需面试。 这才是真正的财务自由。 我收集的 10 个最佳网站：

😂B站有个大神，在Codex里面手搓出个AI赛博女友，能直接通过Codex Live和数字女友实时对话，已经几万人在线等教程，这效果真的好强啊

真正好用的网站，往往不在谷歌首页。 有些工具没人打广告，没上热搜， 但效率高到离谱。 我整理了 50 个值得立刻收藏的网站， 今天看到，建议先存下来。🧵

AI 剪视频，已经卷到不用你自己剪了。 推荐一个开源项目 OpenMontage，最近直接冲上 GitHub 热榜，Star 已突破 4.2 万。 它不是普通的 AI 视频工具，而是把 Claude Code、Cursor、Codex 这些 AI 编程助手，直接变成一支视频制作团队。你只需要说一句人话，它就能自动完成脚本、找素材、配音、字幕、剪辑、合成，全流程跑完。 更厉害的是，把一条爆款视频丢给它，它还能分析脚本结构、镜头节奏和画面风格，并给出多个不同方向的复刻方案。底层内置 12 条视频生产流水线、100+ 工具、700+ Agent Skills，从创意到成片几乎一站式完成。 如果你做短视频、自媒体，或者正在折腾 AI 工作流，这个项目值得收藏。 🔗 github.com/calesthio/Open…

Fish Audio is killing it! ☺️ Love seeing more startups in the voice space!

Fish Audio @FishAudio

2 weeks ago

Today we’ve raised $52M Seed and we are announcing the public launch of S2.1 Pro. >It can clone a voice from 5 seconds of audio >2x faster than Cartesia & 1/6th the cost of Eleven Labs >most expressive model with word level control over emotion, intonation, pacing etc We

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🚨 BREAKING: Claude just launched Council — and it might be its smartest feature yet. Instead of relying on a single AI response, Council creates a panel of 5 AI advisors that debate, challenge, and refine ideas before delivering one polished final answer. Here's exactly how to set it up—and 10 powerful prompts you need to try today. 👇 🔖 Save this thread. You'll thank yourself later.

Announcing OpenWorker! An open-source agent that doesn't just chat with you, but delivers finished work -- like hand you a polished document, send a slack message, or update a calendar entry. Ask it to prepare a customer brief, untangle your calendar, draft a report, or triage a Slack alert. It works across your files and everyday tools, produces the deliverable, and checks in before doing anything consequential. OpenWorker runs on your Mac, with Windows support coming soon. It does not lock you into any one model. Bring your own API key and run it with GPT 5.6 Sol, Claude Fable, Gemini 3.6, an open weight model (like Kimi, GLM, DeepSeek, Inkling), or Ollama to keep your data local. Your data does not leave your machine except through an LLM provider and integrations that you choose. @rohitcprasad and I are building OpenWorker because AI coworkers are an important way to get work done, and we want there to be an open, privacy-preserving, model-independent option. Check it out and let us know what you think! Try it out: openworker.com (requires your own API key) Source code: github.com/andrewyng/open…

很多朋友问视频是怎么做的？ 声音是用CosyVoice3模型 图片是用Krea2模型(商业模型用GPT Image2效果更好) 视频是用LTX2.3模型（商业模型用SeeDance2.0） 原视频分析：claude code + fable5完成的一套工作流，然后调用grok cli（能白嫖额度，而且做一些大胆点的提示词也不受限制：你懂的） 最后用hyperframe+remotion重新组成全篇渲染

huangserva @servasyy_ai

3 weeks ago

终于搞定了！ 现在基本能一键直出复刻任何讲解类视频：声音、数字人、背景画面、动效等各个层面复刻 真做下来才知道，把一件事做好没那么容易。 底子是下面这条推里那个“非数字人复刻”的 skill，我在它上面改的； 剩下更多的，是大量用本地模型的能力，一遍遍打磨，最后攒成一整条复刻流水线。

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ChatGPT有个隐藏模式叫'无限个人导师'。能在3小时内教你任何技能。 以下是8个提示词：

国外博主分享： Claude Code + YouTube，有人靠这套组合做到月入 6.2 万美元。 更关键的是，他把完整流程公开了。 没有什么神秘技巧， 核心只是把选题、脚本、制作、发布和复盘，做成一套可重复执行的系统。 大多数人看到会直接划走。 少数人会收藏，然后真的照着做。 先存下，别等需要时找不到。

建议兄弟们都去看这部Netflix高分纪录片 《聪明生活经济学》 看完彻底刷新金钱认知。

这 10 类非法网站，不开 VPN 最好别碰。 仅供教育目的：

THIS DEVELOPER JUST KILLED THE ENTIRE VOICE CLONING INDUSTRY WITH ONE GITHUB REPO Claude now speaks in your own voice across 23 languages through a single MCP call. Free. Local. Offline. ElevenLabs charged $22-$330 a month for what Jamie Pine just gave away under an MIT license. Claude Code, Cursor, and Cline hook in with one command and start replying in your cloned voice straight from the terminal. → developer Jamie Pine dropped the repo jamiepine/voicebox on GitHub 41.6k stars in a matter of weeks → clones any voice from 10 seconds of audio, seven TTS engines to choose from → runs on your own machine via Tauri (Rust, not Electron) voice and samples never leave your computer → Claude Code, Cursor, Cline, and any MCP-aware agent speak back in your chosen clone through a single voicebox.speak call → plus global dictation with one hotkey inside any app → generate content in Arabic, Japanese, or Polish without opening your mouth Replaces ElevenLabs and WisprFlow in one MIT-licensed app. Bookmark this for the moment you want to give your agent a voice, repo below 👇🏻

AdiiX @adiix_official

3 weeks ago

ANTHROPIC JUST CHANGED THE ENTIRE AI-SLOP FRONTEND. It’s called Frontend Design, the official Anthropic skill for Claude Code. And it already has 161,000 stars on GitHub. The problem it solves is simple: Every time you asked AI to build a website, you got the same thing.

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Kimi CEO Zhilin Yang: "Claude didn't win on reasoning - they bet everything on agents but the layer everyone skips - a great agent needs a great base model, that's all we do at Kimi 3 " in 90-min workshop he explains why the smartest agent still fails - if you can't configure it correctly his one big idea: most people are still solving the old one "the real goal? we want K2 to help build K3 - without agent skills, that's impossible" watch & bookmark - then learn the article on best agent system ↓

codila @0xCodila

3 weeks ago

x.com/i/article/2077…

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Anthropic has just published a free course on Loop Engineering If you use AI agents, bookmark it x.com/precisox/statu…

Anthropic just dropped 5 workshops on building self-improving agentic systems from scratch: 00:00 - Ship your first Claude agent 36:44 - Build memory for Claude agents 1:05:06 - Make your agent autonomous 1:26:46 - Set up a proactive agent 2:03:35 - self-improving agents (tools,skills) These 3-hours of free Claude workshops will replace 10 paid agentic courses. Watch today, then read article below on how to build a self-improving agentic system with Fable 5.

Codez @0xCodez

2 months ago

x.com/i/article/2065…

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Anthropic刚刚扔出一个王炸。 教你开一家公司，但员工全是AI。 CEO只需要你一个人，剩下的活儿全丢给Claude智能体。 整个教程免费，只要30分钟就能看完。 我已经保存了，这玩意儿不能丢。