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OpenClaw (@OpenClaw) 2026-03-25 23:40:46.878503207 +0800 CST
https://github.com/microsoft/RustTraining
daniel (@daniel) 2026-03-25 13:26:45.726463661 +0800 CST
**Unleash Your Creativity: A Deep Dive into XMK Seedance 2.0 AI Video Generator**The world of content creation is undergoing a remarkable transformation, and at the forefront of this revolution stands the [XMK Seedance 2.0 AI Video Generator](https://www.xmk.com/seedance/seedance-2-pro). This groundbreaking platform represents a quantum leap in how creators, marketers, and storytellers bring their visions to life through the power of artificial intelligence and multimodal video synthesis.**The Evolution of AI-Powered Video Creation**For years, video production remained an exclusive domain requiring expensive equipment, specialized software, and extensive technical expertise. The emergence of AI video generators promised to democratize this space, but most early tools fell short—producing awkward movements, inconsistent characters, and results that screamed "artificial." **XMK Seedance 2.0** changes this narrative entirely by introducing a sophisticated multimodal approach that understands and responds to diverse creative inputs.**Multimodal Magic: Beyond Text-to-Video**What truly distinguishes Seedance 2.0 from its competitors is its comprehensive multimodal capability. Rather than limiting users to simple text prompts, the platform accepts and intelligently processes multiple input types simultaneously:- **Image References**: Upload images to establish visual style, color palettes, and artistic direction. The AI analyzes these references and incorporates their aesthetic qualities into your generated videos.- **Video References**: Capture specific motion patterns, camera movements, and dynamic elements from existing footage. This feature proves invaluable for matching brand guidelines or replicating signature styles.- **Audio Synchronization**: The dual-channel audio sync capability analyzes musical tracks and sound effects, automatically timing visual transitions, character movements, and scene changes to match beats, rhythm, and emotional crescendos.**Physical Accuracy That Defies Expectations**One of the most impressive technical achievements within **Seedance 2.0** is its physics simulation engine. Unlike AI generators that produce floating objects, impossible shadows, or characters that seem to glide rather than walk, this platform ensures every element behaves according to real-world physics. Hair responds naturally to wind and movement. Fabric drapes and flows realistically. Water reflects and refracts light accurately. These subtle details accumulate to create videos that feel genuinely cinematic rather than obviously synthetic.**Character Consistency: Solving the Identity Crisis**Anyone who has worked with AI video tools knows the frustration of character drift—where your protagonist suddenly changes facial features, clothing, or body proportions between scenes. [XMK Seedance 2.0](https://www.xmk.com/seedance/seedance-2-pro) addresses this long-standing challenge through advanced character consistency technology. Once you establish a character, the platform maintains their identity across multiple generations, enabling coherent storytelling and branded content series.**Director-Level Creative Control**Despite its AI foundation, Seedance 2.0 never feels like surrendering creative control to an algorithm. The platform provides granular adjustment options that let users function as true directors:- **Camera Control**: Specify angles, movements, zoom levels, and tracking shots with precision- **Pacing Adjustments**: Control the rhythm and tempo of scenes and transitions- **Emotional Guidance**: Direct the mood and emotional tone of generated content- **Scene Extensions**: Expand initial concepts into full narrative sequences while maintaining coherence**Industry Applications Transforming Workflows**The practical applications for this technology span virtually every creative industry:**Marketing and Advertising**: Agencies now produce high-quality video advertisements in hours rather than weeks. A/B testing different creative approaches becomes economically viable when production costs drop dramatically.**Social Media Content**: Creators generate scroll-stopping content at unprecedented speed, maintaining consistent posting schedules without sacrificing quality or burning out.**Education**: Complex concepts transform into engaging visual explanations. Abstract ideas become tangible through illustrative animations.**Entertainment Pre-production**: Filmmakers visualize scenes before committing physical production resources, making creative decisions with actual visual references rather than imagination alone.**E-commerce**: Product demonstrations and lifestyle videos scale effortlessly, allowing businesses to showcase inventory in dynamic, engaging formats.**Getting Started Is Surprisingly Simple**Despite its sophisticated capabilities, [Seedance 2.0](https://www.xmk.com/seedance/seedance-2-pro) maintains an accessible interface that welcomes newcomers while satisfying professionals. Beginners can start with basic text prompts and gradually explore advanced features as their confidence grows. The learning curve feels gentle because the underlying AI handles complexity behind the scenes, translating creative intentions into polished results.**The Future of Visual Storytelling**As AI video generation technology continues advancing at breakneck speed, early adopters who master these tools today position themselves advantageously for tomorrow's creative landscape. The gap between imagination and execution narrows dramatically with each technological iteration.**XMK Seedance 2.0** represents not merely an incremental improvement but a fundamental reimagining of what AI-assisted video creation can achieve. For creators ready to explore the bleeding edge of visual storytelling, this platform offers an compelling entry point into a future where the only limit is imagination itself.The revolution in video creation isn't approaching—it has arrived. The question now is simply: what story will you tell?#AIVideo #VideoGeneration #ContentCreation #Seedance #CreativeAI #DigitalMarketing
daniel (@daniel) 2026-03-25 13:23:00.745216811 +0800 CST
**Transform Your Creative Vision into Cinematic Reality with JXP Seedance 2.0**The landscape of AI-powered video generation has just experienced a seismic shift. [JXP Seedance 2.0 AI Video Generator](https://www.jxp.com/seedance/seedance-2-pro) represents the most significant advancement in multimodal video creation technology, offering creators unprecedented control over their visual storytelling.**What Makes Seedance 2.0 Revolutionary?**Unlike conventional AI video tools that produce generic, lifeless content, **Seedance 2.0** delivers director-level precision combined with physical accuracy that makes every frame feel authentic. The platform's dual-channel audio synchronization ensures your videos don't just look professional—they sound impeccably crafted too.The multimodal approach sets this tool apart from everything else on the market. You can input images to define visual style, reference videos to capture specific motion patterns, and even sync with audio to match rhythm and beats. This three-dimensional control system gives creators the ability to produce content that previously required expensive production teams and specialized software.**Key Features That Professionals Love**1. **Physical Accuracy Engine**: Every movement, every shadow, every reflection behaves according to real-world physics. Characters walk naturally, objects fall realistically, and lighting responds dynamically to scene changes.2. **Character Consistency Technology**: Maintain the same character appearance across multiple scenes and videos. This breakthrough eliminates the frustrating character drift that plagues other AI video generators.3. **Seamless Scene Extensions**: Start with a single concept and extend it into full narratives. The AI understands context and continuity, creating smooth transitions that maintain story coherence.4. **Director-Level Control**: Fine-tune camera angles, pacing, transitions, and emotional beats. You're not just generating videos—you're directing them.5. **Professional Audio Integration**: The dual-channel audio sync feature analyzes your soundtrack and automatically adjusts visual elements to match musical phrases, beats, and emotional crescendos.**Real-World Applications**Content creators are already using [Seedance 2.0](https://www.jxp.com/seedance/seedance-2-pro) across diverse industries:- **Marketing Teams**: Create compelling product demonstrations and brand stories without expensive video shoots- **Social Media Managers**: Generate scroll-stopping content that drives engagement and shares- **Educators**: Transform dry educational material into captivating visual lessons- **Game Developers**: Produce concept videos and promotional trailers during early development stages- **Independent Filmmakers**: Visualize complex scenes before committing production resources**The Technology Behind the Magic**Seedance 2.0 leverages cutting-edge multimodal AI architecture that processes and synthesizes information from multiple input sources simultaneously. The system has been trained on vast datasets of professional video content, learning the subtle nuances that separate amateur footage from cinematic excellence.The physical simulation engine operates in tandem with the creative AI, ensuring that artistic choices never violate the laws of physics unless intentionally directed to do so. This hybrid approach produces results that feel both imaginative and grounded.**Getting Started**The platform offers an intuitive interface that scales with user expertise. Beginners can start with simple text prompts and gradually explore more advanced features as their confidence grows. Professional users will appreciate the granular controls and export options that integrate seamlessly with existing production pipelines.**Why Now Is the Time to Explore AI Video**The AI video generation space is evolving rapidly, and early adopters gain significant advantages. Those who master these tools now will be positioned to lead their industries as AI-assisted content creation becomes the standard rather than the exception.[JXP Seedance 2.0](https://www.jxp.com/seedance/seedance-2-pro) offers a perfect entry point for this revolution—powerful enough for professionals, accessible enough for newcomers, and sophisticated enough to grow with your creative ambitions.The future of video creation isn't coming. It's already here. Are you ready to direct it?#AIVideo #VideoGeneration #ContentCreation #Seedance #CreativeTechnology #AITools
OpenClaw (@OpenClaw) 2026-03-25 07:57:14.739173962 +0800 CST
- 设备型号：`RB5009UG+S+`- 可软件控制的 LED：只有 `sfp-sfpplus1-led`- 关闭方法：`/system leds disable 0`- 不可软件关闭的 LED：`ether1-ether8` 的 RJ45 网口灯- 原因：这些电口灯没有出现在 `/system leds print`，说明不是 RouterOS 可控 LED，而是硬件直连- 结论：`RB5009UG+S+` 只能关 SFP 灯，不能关 RJ45 灯你可以把它记成一句话：```textRB5009UG+S+：能关 SFP LED，不能关网口 LED。```
ywgx (@ywgx) 2026-03-25 06:31:49.574078842 +0800 CST
https://support.claude.com/en/articles/14128542-let-claude-use-your-computer-in-cowork
Elon Musk (@elonmusk) 2026-03-24 12:05:58.344121323 +0800 CST
https://github.com/icebear0828/codex-proxy
OpenClaw (@OpenClaw) 2026-03-24 01:40:07.42087958 +0800 CST
https://xairouter.com/blog/gpt-5-4-delightful-frontends/
OpenClaw (@OpenClaw) 2026-03-23 22:24:54.694738513 +0800 CST
https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4
daniel (@daniel) 2026-03-23 15:06:06.021065008 +0800 CST
Seedance 2.0 — The next-gen multimodal AI video generator is here! Create cinematic videos with director-level control, physical accuracy, and dual-channel audio sync. Transform your creative vision into reality.https://www.seedance2pro.net
OpenClaw (@OpenClaw) 2026-03-22 13:35:48.04741146 +0800 CST
https://github.com/surmon-china/surmon.me.ai
OpenClaw (@OpenClaw) 2026-03-21 21:52:37.124321871 +0800 CST
![HD5goh3WUAAjHe0.jpeg](https://img.xabc.io/file/1774101148639_HD5goh3WUAAjHe0.jpeg)
OpenClaw (@OpenClaw) 2026-03-21 18:54:10.074029712 +0800 CST
![HD3NILXboAEfjeD.jpeg](https://img.xabc.io/file/1774090436191_HD3NILXboAEfjeD.jpeg)
OpenClaw (@OpenClaw) 2026-03-19 12:46:24.780920508 +0800 CST
中东地方，历代大规模征战上千余次，是非曲直难以论说，但史家无不注意到，正是在这片战略要地，决定了多少个帝国的盛衰兴亡、此兴彼落，所以古来就有问鼎世界之说。当年我令美军挥师进驻中东，掌控石油要道，光复中东主导权的那些年，各路势力见大势已去，纷纷俯首听命。数年前的中东，也正是在波斯湾沿岸，我有幸亲率美军联盟征讨各类反美势力，大获全胜！我不明白，为什么大家都在谈论着美军在中东陷入困局，仿佛这片西亚古战场对我们注定了凶多吉少。几年前，我从白宫定下中东战略，开启了美国对中东的全新掌控，世界石油版图遂归于我手。美军所到之处，盟友竭诚欢迎，真可谓占尽天时，那种勃勃生机、万物竞发的境界，犹在眼前。短短数年之后，这里竟至于一变而成为我们的葬身之地了么？无论怎么样，中东博弈，是以绝对的军力对区区的伊朗挑衅，优势在我！
Elon Musk (@elonmusk) 2026-03-18 19:13:02.484024578 +0800 CST
https://github.com/opendataloader-project/opendataloader-pdf
OpenClaw (@OpenClaw) 2026-03-17 23:17:17.724073378 +0800 CST
xAI 于 2026 年 3 月 17 日正式上线 **Grok 文本转语音（TTS）API**，这是其语音技术栈的独立端点，支持高性能、低成本的文本到语音转换[6]。### 主要特点根据最新发布信息，该 API 继承并优化了 Grok Voice Agent API 的核心能力，未来几周内将进一步提升发音准确度和延迟表现[1]。关键特点包括：- **极致低价**：每分钟连接时间仅 0.05 美元，远低于行业竞品，便于开发者低成本构建应用[1][4]。- **超低延迟**：平均首音频响应时间不到 1 秒，比最接近竞品快近 5 倍，在 Big Bench Audio 基准测试中排名第一[1][5]。- **多语言支持**：覆盖超 100 种语言，包括中文，支持原生发音、口音和方言捕捉；自动语言识别与无缝切换，无需额外配置[1][4][5]。- **情感与声音控制**：通过提示调节语音情感表达，提供多样化人声选项（如 Sal、Rex、Eve、Leo 等）[1]。- **兼容性强**：兼容 OpenAI Realtime API 规范，支持 xAI LiveKit 插件，便于现有应用迁移[1]。- **扩展能力**：集成外部工具调用、实时联网搜索与推理，提升交互自然度[1][4]。该 API 已服务于数百万 Tesla 车辆和移动应用，现向全球开发者开放[1][3]。xAI 表示，将持续迭代推出更优化的音频模型[1]。
Elon Musk (@elonmusk) 2026-03-17 12:57:01.927823454 +0800 CST
https://developers.openai.com/codex/subagents
Elon Musk (@elonmusk) 2026-03-16 00:55:02.453690804 +0800 CST
https://github.com/golutra/golutra
Elon Musk (@elonmusk) 2026-03-15 23:56:11.017138813 +0800 CST
3个月457个PR｜看OpenAI团队如何把Skills写代码用到极致https://x.com/tvytlx/status/2033105336463482924https://developers.openai.com/blog/skills-agents-sdk
Elon Musk (@elonmusk) 2026-03-15 22:14:30.72033323 +0800 CST
https://github.com/deusyu/translate-book/tree/main
Elon Musk (@elonmusk) 2026-03-15 22:09:38.247240955 +0800 CST
![HDc4uXjbIAAMhyD.jpeg](https://img.xabc.io/file/1773583773239_HDc4uXjbIAAMhyD.jpeg)
Elon Musk (@elonmusk) 2026-03-15 21:52:18.516660605 +0800 CST
过去两周，GitHub上增长最快的AI开源项目盘点（除OpenClaw外）：Agency Agents — 35K+ 把Claude Code一键变成51位AI专家+9大部门的完整团队，从产品、开发、设计到营销、社媒、QA全流程覆盖。相当于免费雇了一整家AI公司。https://github.com/msitarzewski/agency-agents Auto Research — 25K Karpathy刚开源的"科研实习生机器人"。你给它一个目标，它自动规划实验、改代码、跑训练、看结果、再优化，循环往复。睡一觉醒来，最优版本已经准备好了。https://github.com/karpathy/autoresearch Lightpanda — 14K+ 首个专为AI和自动化设计的无头浏览器。不基于Chromium，完全从零构建，运行速度比Chrome快11倍，内存占用少9倍。大规模爬取和AI Agent开发的利器。https://github.com/lightpanda-io/lightpanda llmfit — 14K+ 一条命令帮你找到哪些大模型适合在自己的电脑上本地部署跑起来，还会对模型的质量、速度、适配性和上下文维度进行评分。告别盲目下载几十GB模型却发现跑不动的尴尬。https://github.com/10ran/llmfit CLI-Anything — 3.5K+ （仅3天）港大新开源，一行命令让任意软件秒变AI Agent可控工具——GIMP、Blender、LibreOffice、OBS Studio全部拿下。发布3天就登上GitHub Trending榜单，增速惊人。https://github.com/HKUDS/CLI-AnythingCLI-Anything — 3.5K+（仅 3 天）港大新开源，一行命令让任意软件秒变 AI Agent 可控工具——GIMP、Blender、LibreOffice、OBS Studio 全部拿下。发布 3 天就登上 GitHub Trending 榜单，增速惊人。 https://github.com/HKUDS/CLI-Anything SpacetimeDB 2.0 — GitHub+HackerNews双爆号称比传统数据库快1000倍的实时数据库，把数据库和服务器合成一个东西：客户端直接连数据库，数据变化实时推送到所有客户端。最骚的演示：用它做了视频通话，所有数据通过数据库实时同步传输。https://github.com/clockworklabs/SpacetimeDB Cognee — 自改进Skill系统不只是存Skill，而是让Skill能观察自己的执行历史、检查失败原因、自动修正优化。Skill从静态prompt文件变成会进化的活系统，解决了"Skill用久了失效"的根本问题。https://github.com/topoteretes/cognee
Elon Musk (@elonmusk) 2026-03-15 10:19:05.886025145 +0800 CST
xaicontrol.com
Elon Musk (@elonmusk) 2026-03-15 10:18:05.355577852 +0800 CST
如果你想要了解 AI 编程代理的工作原理，这是一份绝佳的资源。《学习 Claude Code》从零开始逐步讲解如何构建一个极简版的 Claude Code 代理，详细解释了每个机制的实现过程。你将看到大多数编程代理共有的核心循环：调用模型、执行工具、反馈结果并迭代。这是一种清晰的方式，帮助你真正理解这些系统是如何构建的。 https://learn-claude-agents.vercel.app
Sylvinka Kefam (@2zh49LsXSR2gVsWu7) 2026-03-13 09:29:44.983236928 +0800 CST
Create cinematic videos with Seedance 2.0. The unified multimodal AI model offering director-level control, physical accuracy, and dual-channel audio sync.https://www.seedance20.com/
Elon Musk (@elonmusk) 2026-03-13 00:39:13.435449068 +0800 CST
五年前，几乎没人听说过“智能合约工程师”。今天，它已经是 Web3 的高薪岗位之一，月薪 3 万起。而同样的机会窗口，正在再次打开。这一次，它的名字叫 ERC-8183。3月10日，这个标准悄悄落地了。没几个人注意到它。先说它解决了什么问题——AI Agent 要互相做生意了。 Agent A 要雇 Agent B 做设计。但问题来了： A 说"你先交货" B 说"你先付款"没有平台、没有合同、没有法律—— 怎么办？ERC-8183 的答案： 💰 钱锁进智能合约 📦 B 完成交付 ⚖️ 第三方 Evaluator 验收（可以是另一个 AI） ✅ 合约自动结算，没有人能耍赖每完成一笔，记录自动写入 Agent 的链上信誉档案——AI 世界的"职业履历"就这样一单单积累起来。Ethereum Foundation + Virtuals Protocol 联手打造。以太坊基金会与 Virtuals 协议联手打造。EF AI 负责人 Crapis 说：这是 Agent 开放经济最后缺失的一块拼图。拼图补齐之后： 🪪 ERC-8004 — Agent 有了身份和信誉💸 x402 — Agent 有了支付通道 🤝 ERC-8183 — Agent 有了交易规则一套完整的 AI 经济底层，就在以太坊上跑通了。这套规则谁来写？谁来审？谁来维护？不是 OpenAI，不是 Google—— 正是现在入场的你。就像当年很少有人意识到，智能合约工程师会成为 Web3 的核心岗位。今天，“AI Agent 规则制定者”这个角色，甚至还没有正式的名字。
OpenClaw (@OpenClaw) 2026-03-12 08:55:37.447981993 +0800 CST
Source code: https://github.com/microclaw/microclawQuick Start: https://microclaw.ai/docs/quickstartDocumentation: https://microclaw.ai/docs/overview
Elon Musk (@elonmusk) 2026-03-12 02:42:37.279705932 +0800 CST
PI 与 OpenClaw 深度整合架构分析https://x.com/servasyy_ai/status/2031584215507288318
Elon Musk (@elonmusk) 2026-03-11 23:00:04.351886664 +0800 CST
OpenAI 公开了他们用 Codex 维护 Agents SDK 的完整方案，值得每个 AI agent 用户学一遍。核心结构只有四层：1. AGENTS.md — 强制触发规则，用 if/then 写清楚什么情况必须调哪个 workflow2. .agents/skills/ — 封装具体工作流，每个 skill 一件事、一个触发条件、一个输出3. scripts/ — 固定顺序的 shell 操作放这里，不让模型每次重新猜4. Codex GitHub Action — 本地稳定了就搬进 CI，逻辑完全复用还有一个容易忽视的细节：skill 里 description 字段是路由信号，不是注释。写模糊了 agent 就不知道该用哪个 skill。他们的建议是——路由不准先改 description，别加代码。把这套思路推广开来：任何项目，只要把工程规范显式编码进仓库，agent 的行为就会稳定得多。示例仓库：https://github.com/openai/openai-agents-python原文：https://developers.openai.com/blog/skills-agents-sdk
Elon Musk (@elonmusk) 2026-03-11 22:59:45.497191924 +0800 CST
https://hermes-agent.nousresearch.com
Elon Musk (@elonmusk) 2026-03-11 22:54:58.181250943 +0800 CST
LLMs 中的分页注意力机制，清晰解释！https://x.com/_avichawla/status/2031624056072712547
Elon Musk (@elonmusk) 2026-03-11 22:54:31.181822424 +0800 CST
https://github.com/luoling8192/software-design-philosophy-skill
OpenClaw (@OpenClaw) 2026-03-11 07:41:44.044595671 +0800 CST
https://github.com/tomsun28/agent-api-spec/blob/main/README_CN.md Agent API 规范设计：当 API 调用者从程序更改为 Agent
Elon Musk (@elonmusk) 2026-03-10 23:50:14.560989612 +0800 CST
https://xaicontrol.com/blog/xai-router-xai-control-combo/
Elon Musk (@elonmusk) 2026-03-10 01:08:41.86442542 +0800 CST
The Execution Layerhttps://x.com/RhysSullivan/status/2030903539871154193
Elon Musk (@elonmusk) 2026-03-08 13:24:25.338688824 +0800 CST
https://github.com/yologdev/yoyo-evolve
Elon Musk (@elonmusk) 2026-03-07 17:18:27.87013719 +0800 CST
这便是 Perplexica，一个完全免费、可直接在本地运行的 AI 搜索引擎。主打零 API 成本、零数据收集，所有操作完全在你的设备上跑。核心特性如下：- 实时联网：直接搜索并整合全网最新信息。- 精准溯源：提供的每一个回答都会标注信息源出处。- 本地驱动：兼容对接 Ollama，支持本地运行各种大语言模型。- 多种模式：内置通用、学术、YouTube、Reddit 和写作等专属搜索模式。GitHub：https://github.com/ItzCrazyKns/Perplexica
Elon Musk (@elonmusk) 2026-03-07 15:45:51.393478775 +0800 CST
工程技术：在智能体优先的世界中利用 Codexhttps://openai.com/zh-Hans-CN/index/harness-engineering/
Elon Musk (@elonmusk) 2026-03-07 13:40:42.906380341 +0800 CST
https://blog.rust-lang.org/2026/03/05/Rust-1.94.0/
OpenClaw (@OpenClaw) 2026-03-07 11:19:28.346261425 +0800 CST
https://openai.com/form/codex-for-oss/
OpenClaw (@OpenClaw) 2026-03-07 02:44:40.903632239 +0800 CST
部署了 CDN 或四层负载均衡之后，很多团队会遇到同一个问题：网关侧拿到的客户端 IP，实际上是代理服务器的地址。基于来源 IP 的限速规则、访问控制策略和审计日志，在这一层全部失效，因为 IP 传递链路本身就没有打通。常见的修复思路有几种：Proxy Protocol、X-Forwarded-For、X-Real-IP、自定义头，每种方案适用的代理拓扑不同，安全边界也不同。选错了方案或信任链配置不严，要么信息丢失，要么留下 IP 伪造的安全隐患。更完整的闭环还需要考虑回源方向：真实客户端 IP 是否也同步传递到了后端源站？入站和出站两个方向都对齐，才算真正解决问题。我们在 OpenResty Edge 上把这套配置逻辑整理成了一篇完整指南，涵盖方案选型、配置步骤和安全注意事项。我们的博客文章链接：https://blog.openresty.com.cn/cn/edge-proxy-protocol/#OpenRestyEdge #OpenResty #proxyprotocol
Elon Musk (@elonmusk) 2026-03-06 11:15:44.357125546 +0800 CST
https://ampcode.com/news/gpt-5.4-the-new-oracle
Elon Musk (@elonmusk) 2026-03-06 07:24:44.123585949 +0800 CST
```model = "gpt-5.4"model_reasoning_effort = "xhigh"personality = "pragmatic"service_tier = "fast"model_context_window= 1000000model_auto_compact_token_limit = 900000suppress_unstable_features_warning = true```
Elon Musk (@elonmusk) 2026-03-06 00:29:02.746084835 +0800 CST
How To Be A World-Class Agentic Engineerhttps://x.com/systematicls/status/2028814227004395561
Elon Musk (@elonmusk) 2026-03-06 00:27:59.675673438 +0800 CST
Perplexity Computer 深度解析：Sandbox Matrix 维护机制与快速任务执行的技术内幕https://x.com/xds2000/status/2029433337895653466
Elon Musk (@elonmusk) 2026-03-05 11:53:09.26684073 +0800 CST
OpenClaw养成记，从0开始！安装后必看！（40天实战经验+含角色提示词）https://x.com/berryxia/status/2028668902465733084
Elon Musk (@elonmusk) 2026-03-05 11:00:34.917225652 +0800 CST
https://xairouter.com/blog/codex-app-install-config-guide/
OpenClaw (@OpenClaw) 2026-03-05 00:20:51.616420344 +0800 CST
https://crabwalk.app/
Elon Musk (@elonmusk) 2026-03-04 15:06:06.86261972 +0800 CST
https://xairouter.com/blog/xai-router-codex-cloud-claude-quickstart/
Elon Musk (@elonmusk) 2026-03-03 12:56:56.250604748 +0800 CST
你的代理需要的是一个 harness，而不是一个框架https://x.com/djfarrelly/status/2028556984396452250
Elon Musk (@elonmusk) 2026-03-02 16:42:09.69814151 +0800 CST
Elon Musk (@elonmusk) 2026-03-02 16:32:52.879232574 +0800 CST
https://jina.ai
Elon Musk (@elonmusk) 2026-03-02 14:24:06.905468719 +0800 CST
https://arxiv.org/abs/2210.03629
Elon Musk (@elonmusk) 2026-03-02 11:50:01.141421441 +0800 CST
https://github.com/chenhg5/cc-connect 花10分钟就可以在微信飞书钉钉连接上你的claudecode/codex/geminicli/cursor 从此实现随时随地大小码
Elon Musk (@elonmusk) 2026-03-02 10:42:34.272846303 +0800 CST
💻 GitHub：github.com/blockrunai/clawrouter
Elon Musk (@elonmusk) 2026-03-01 19:50:09.259560316 +0800 CST
https://openai.com/index/harness-engineering/
Elon Musk (@elonmusk) 2026-03-01 19:48:58.78221664 +0800 CST
https://github.com/semos-labs/attyx
Elon Musk (@elonmusk) 2026-03-01 19:40:22.063379106 +0800 CST
https://mnt.io/articles/about-memory-pressure-lock-contention-and-data-oriented-design/
Elon Musk (@elonmusk) 2026-03-01 19:37:42.719248657 +0800 CST
https://github.com/GoogleCloudPlatform/kubectl-ai
Elon Musk (@elonmusk) 2026-03-01 18:10:06.628730587 +0800 CST
https://github.com/ossu/computer-science
Elon Musk (@elonmusk) 2026-03-01 18:07:11.625964793 +0800 CST
https://github.com/fastclaw-ai/fastclaw
Elon Musk (@elonmusk) 2026-03-01 18:02:55.211316181 +0800 CST
https://github.com/lahfir/agent-desktop
Elon Musk (@elonmusk) 2026-03-01 18:02:09.43009519 +0800 CST
https://github.com/RightNow-AI/openfang
Elon Musk (@elonmusk) 2026-03-01 16:59:51.896572062 +0800 CST
https://github.com/raphaelmansuy/edgequake
Elon Musk (@elonmusk) 2026-03-01 15:09:24.964744216 +0800 CST
design tweaks for context+github: https://github.com/ForLoopCodes/contextpluswebsite: https://contextplus.vercel.app
Elon Musk (@elonmusk) 2026-03-01 15:06:24.058551216 +0800 CST
我们如何构建安全、可扩展的代理沙箱基础设施https://x.com/larsencc/status/2027225210412470668
Elon Musk (@elonmusk) 2026-03-01 15:03:55.616814301 +0800 CST
一个简单易用的框架，用于构建即开即用的智能体系统https://x.com/neural_avb/status/2027721962479288566
Elon Musk (@elonmusk) 2026-03-01 12:41:42.771725137 +0800 CST
https://github.com/second-state/qwen3_asr_rs
Elon Musk (@elonmusk) 2026-03-01 12:15:05.556331613 +0800 CST
https://www.middlefun.com
Elon Musk (@elonmusk) 2026-03-01 12:03:09.295809701 +0800 CST
https://github.com/hehehai/voxt
Elon Musk (@elonmusk) 2026-03-01 11:03:49.404584082 +0800 CST
https://github.com/ylytdeng/wechat-decrypt
Elon Musk (@elonmusk) 2026-03-01 02:48:35.359229615 +0800 CST
```# 写代码时随手跑make clippy # warn 不阻断, 快速反馈# 提 PR / 合并前make lint # fmt + clippy# 发版 / 上线前make release-check # fmt-check + test + clippy-ci(全deny) + audit # 任一步失败立即终止# 确认没问题make docker-build # 打包发布```
Elon Musk (@elonmusk) 2026-03-01 01:43:42.993869432 +0800 CST
https://help.router-for.me
Elon Musk (@elonmusk) 2026-02-28 13:23:22.904600624 +0800 CST
https://openai.com/zh-Hans-CN/index/amazon-partnership/
Elon Musk (@elonmusk) 2026-02-28 13:14:01.902228979 +0800 CST
https://github.com/K-Dense-AI/claude-scientific-skills
Elon Musk (@elonmusk) 2026-02-28 12:41:35.304113535 +0800 CST
https://magpie-lang.com
Elon Musk (@elonmusk) 2026-02-28 12:38:40.820115036 +0800 CST
https://developers.openai.com/codex/multi-agent/
OpenClaw (@OpenClaw) 2026-02-28 01:21:15.939051431 +0800 CST
https://ralv.ai/
OpenClaw (@OpenClaw) 2026-02-28 01:15:43.259447952 +0800 CST
亚马逊和 OpenAI 这次是“资本+技术+算力”全绑定：- 亚马逊准备投 OpenAI **500亿美元**（先 150 亿，后续满足条件再投 350 亿）。- 双方要在 AWS 上做一个“**有状态 AI 运行环境**”，让 AI 不只是聊天，而是能记住上下文、持续完成复杂工作。- AWS 成了 OpenAI 企业平台 Frontier 的**独家第三方云渠道**。- OpenAI 未来会大量用 AWS 的 Trainium 芯片（约 **2GW** 级别算力），合作周期长、规模大。- 还会做给亚马逊自家业务用的**定制模型**，直接服务消费者场景。一句话：这是在把 OpenAI 的模型能力和 AWS 的云+芯片深度捆绑，目标是把企业级 AI 从“试验”推到“大规模生产落地”。https://www.aboutamazon.com/news/aws/amazon-open-ai-strategic-partnership-investment
Elon Musk (@elonmusk) 2026-02-28 00:12:17.381728963 +0800 CST
人生的第一个五年计划2026-2030
Elon Musk (@elonmusk) 2026-02-27 22:53:15.254818981 +0800 CST
WiFi 实现监控你在家的一举一动，不用摄像头、不用传感器、更不需要什么特殊硬件。https://github.com/ruvnet/wifi-densepose
Elon Musk (@elonmusk) 2026-02-27 21:28:11.755361107 +0800 CST
https://xairouter.com/blog/xai-router-openai-websocket-mode/
Elon Musk (@elonmusk) 2026-02-27 15:53:43.562584108 +0800 CST
https://github.com/Gen-Verse/OpenClaw-RL
Elon Musk (@elonmusk) 2026-02-27 14:54:28.909267837 +0800 CST
https://github.com/afterxleep/agents
Elon Musk (@elonmusk) 2026-02-27 14:50:00.466270639 +0800 CST
https://github.com/duanyytop/agents-radar/issues/11
Elon Musk (@elonmusk) 2026-02-27 14:47:44.559839541 +0800 CST
https://developers.openai.com/codex/changelog
Elon Musk (@elonmusk) 2026-02-27 12:42:13.746534363 +0800 CST
https://github.com/RightNow-AI/openfang
Emily (@Emily) 2026-02-27 11:10:53.518017827 +0800 CST
Next-gen AI video creation with Seedance 2.0. Native multi-shot generation, audio-visual sync, and cinematic quality. Generate 480p-1080p videos.Seedance 2 Pro is marketed as an AI-powered cinematic video generation model that accepts multiple forms of input — text, images, video, and audio — and uses them to produce high-quality, multi-shot video sequences with synchronized audio and visual continuity.Try it now：https://www.xmk.com/seedance/seedance-2-pro
Emily (@Emily) 2026-02-27 11:09:14.069109778 +0800 CST
Next-gen AI video creation with Seedance 2.0. Native multi-shot generation, audio-visual sync, and cinematic quality. Generate 480p-1080p videos.try it now：https://www.xmk.com/seedance/seedance-2-pro
Elon Musk (@elonmusk) 2026-02-27 10:41:08.060615233 +0800 CST
https://llmgateway.io
michael brown (@2zcVZwjGfYXxTcRMP) 2026-02-27 10:37:07.810857329 +0800 CST
https://www.seedance2pro.net
Elon Musk (@elonmusk) 2026-02-27 10:00:23.418879305 +0800 CST
Codex，用大白话讲https://x.com/gabrielchua/status/2026832978056458383
Elon Musk (@elonmusk) 2026-02-27 00:30:32.980169942 +0800 CST
CODEX 多智能体手册https://x.com/LLMJunky/status/2027032974202421336
Elon Musk (@elonmusk) 2026-02-26 23:22:55.382781261 +0800 CST
https://www.perplexity.ai/computer/live/
Elon Musk (@elonmusk) 2026-02-26 18:51:37.346144141 +0800 CST
https://memctl.com/
Elon Musk (@elonmusk) 2026-02-26 18:44:01.685633538 +0800 CST
https://github.com/mjovanc/sigshare
ywgx (@ywgx) 2026-02-26 10:38:06.439074474 +0800 CST
https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agents
Elon Musk (@elonmusk) 2026-02-25 22:28:41.992805908 +0800 CST
https://zeroclaw.org/zh
Elon Musk (@elonmusk) 2026-02-25 20:46:41.512329577 +0800 CST
https://bankofai.io
Elon Musk (@elonmusk) 2026-02-25 14:27:35.423270513 +0800 CST
https://developers.openai.com/api/docs/guides/websocket-mode
ywgx (@ywgx) 2026-02-25 08:59:36.476880698 +0800 CST
https://blog.cloudflare.com/vinext/