https://x.com/Yangyixxxx 用NewMax构建Reverb Marketing 实践AI营销与增长 | MarTech | AI GTM -- Powered by xgo.ing zh Content belongs to Yangyi(@Yangyixxxx) Thu, 23 Jul 2026 17:37:40 GMT XGo.ing RSS Generator Yangyi 2026-07-23T17:37:40Z zh Content belongs to Yangyi(@Yangyixxxx) https://pbs.twimg.com/profile_images/2006199964930879488/FCF1YJ0u_normal.jpg https://x.com/Yangyixxxx https://x.com/yangyi/status/2080182483451326719 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>当牛马就好好当牛马 没必要抱怨这抱怨那<br/>抱怨半天 说 老子tm不干了 opc自己当老板<br/>然后你会发现 老板是你 牛是你 马也是你<br/>就钱不是你的</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>2861</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>6</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 23 Jul 2026 06:45:26 GMT 2080182483451326719 Yangyi (@yangyi) 2026-07-23T06:45:26Z https://x.com/yangyi/status/2080109687266316710 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>在NewMax里配置了AIHOT skill的定时任务<br/>每天看一下AI圈的重点新闻非常方便<br/>Agent想变厉害 依赖上下文<br/>人更是如此</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN4Ih97bcAAvrfv.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1756592360367259648/GXJ4Kl6w_normal.jpg' alt='数字生命卡兹克' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>数字生命卡兹克</span><span style='color: #536471; font-size: 14px;'>@Khazix0918</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>AIHOT的月活突破了60万，我也终于把AIHOT优化到，敢发在X上给大家安利一下我自己做的这个小破东西的时候了。<br/><br/>这玩意也几乎代表了我自己做了三年AI内容，对AI领域资讯的品味。<br/><br/>谁能想到，这个看着小小的AI资讯站，背后的后端逻辑有这么复杂呢，数百个信源5分钟级别的抓取 - 数据清洗 - 结构化 - 预筛 - 精选 - 聚类 - 展示，这还只是大流程，这流程里面，大模型介入的地方就有不下10个了。。。<br/><br/>如果是每个大块里面的细节流程，光一个聚类算法的工程化我感觉我都可以写好几篇万字长文来分享了，更别提最核心的精选了。真的，最近5年的关于新闻聚类的论文全扒了一遍，没有一个结构能达到我的准确性要求的，最后是花了无数个日夜回测了不知道多少轮的数据，又不知道标了多少的数据，硬生生自己造的。<br/><br/>任何东西想把它做好，真的感觉，花费的心力不是一丁点两点。<br/><br/>网址在此：<a href='https://aihot.virxact.com/' target='_blank' style='color: #1da1f2; text-decoration: none;'>aihot.virxact.com</a><br/>这可能是当今无论是对人类、还是对Agent，都是体验最好的AI资讯网站了。<br/>而且我也承诺，永久免费，因为我也不靠这玩意挣钱，主要，还是太喜欢做产品了，也太喜欢看到自己的产品被别人喜欢了。<br/><br/>希望。<br/>能对大家有用就好。<br/>（PS：还有好多好多新功能还在开发中，希望大家再给我点时间...）</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN2yh2ObYAAzpAC.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HN2zNIbakAAWK1n.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/Khazix0918/status/2080022092498768176' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>37</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3282</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>24</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Thu, 23 Jul 2026 01:56:10 GMT 2080109687266316710 Yangyi (@yangyi) 2026-07-23T01:56:10Z https://x.com/yangyi/status/2080076044598702565 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>你们和workbuddy有什么不一样<br/>我们真不一样</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1871437115822944257/wETwEDQD_normal.jpg' alt='Yaosis' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Yaosis</span><span style='color: #536471; font-size: 14px;'>@yaosiscom</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>这就是你们狂吹的workbuddy吗<br/>今天忍不住好奇心用一下<br/>连个按钮同意都做不好...<br/>我还能说啥</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079877585258020864/vid/avc1/1442x978/PbIl1uu9YgSCDUc5.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/yaosiscom/status/2079877719291244868/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/yaosiscom/status/2079877719291244868' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3544</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 23:42:29 GMT 2080076044598702565 Yangyi (@yangyi) 2026-07-22T23:42:29Z https://x.com/yangyi/status/2080073525206168045 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>创业地域歧视：<br/><br/>高级：<br/>广东 广州深圳 来了就是搞钱 只要能搞钱 路子野很正常<br/><br/>中高级：<br/>浙江 杭州 经商环境优异 搞培训做产品都有天然优势<br/><br/>中级：<br/>上海 融资的就都在上海做吧 你和周边互为客户<br/><br/>人肉级：<br/>成都 郑州 武汉 有钱了您来雇我....<br/><br/>傻逼级：<br/>北京 见人 吹牛逼 讲故事 烧钱 没了…</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>77</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>31</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>8079</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>67</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 23:32:28 GMT 2080073525206168045 Yangyi (@yangyi) 2026-07-22T23:32:28Z https://x.com/yangyi/status/2080071273036812446 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>直接给他安装NewMax就完事了啊<br/>这200不是随便赚 不用绕这么一个大圈子了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/2070085669884657664/3S4yciVY_normal.jpg' alt='起风了 ｜AI Lab' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>起风了 ｜AI Lab</span><span style='color: #536471; font-size: 14px;'>@YuriWang49</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>记录我糟糕的第一次线下帮人安装 Codex 服务，三小时含泪收200块<br/><br/>今天线下帮一位大哥安装调试 Codex。原本我以为他只是不会装 Codex，结果发现他是个完全没有翻墙经历的纯新手——既不会翻墙，也没有美区 Apple ID，还是苹果手机加macbook的地狱组合。<br/><br/>于是我先帮他装了梯子。装好后，发现他连 Google 账号和 ChatGPT 账号都没有，又顺手帮他注册了 ChatGPT。但不知是设备问题还是 IP 问题，账号被 OpenAI 风控了，必须验证手机号。<br/><br/>接着我帮他搞了美国手机号接码，总算登上了 GPT。但接下来还要解决手机端的梯子问题——他没有美区 ID，我只好在线上买了一个，结果质量不行，根本登不上去。<br/><br/>最后只能跟他说，等回家后把我自用的美区 ID 借他下载小火箭。<br/><br/>后续他还要在手机上翻墙，否则 Gmail 无法注册，也没法给 GPT 订阅（他又不想走代充）。折腾一下午，最终只完成了“帮他装上 Codex + 注册好 ChatGPT 账号”这一步。<br/><br/>之后我推荐了几个常用插件和 Skill，算是仅剩的价值了。<br/><br/>我是真没想到，国人注册 ChatGPT 和订阅会这么麻烦。我自己因为有U卡和美国手机号，美区 ID 和订阅都很顺畅，今天算是切身体会到了墙的威力。<br/><br/>大哥人特别好，结束时还主动问我该给多少钱，最后我有点不好意思地收了 200 块。不过心里还是有点过意不去，还答应他，等回家后我远程操控他的电脑，用我的美区 ID 帮他下载小火箭，并弄好订阅。<br/><br/>临走前还白嫖了大哥一杯咖啡😭</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN0kejmbEAAPP_B.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HN0kejla4AAkV0y.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/YuriWang49/status/2079858857015378277' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>57</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>12160</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>39</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 23:23:32 GMT 2080071273036812446 Yangyi (@yangyi) 2026-07-22T23:23:32Z https://x.com/yangyi/status/2080058250201063720 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>看梁文锋语录得反着看<br/>反者道之动</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>13</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>45</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>33553</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>17</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 22:31:47 GMT 2080058250201063720 Yangyi (@yangyi) 2026-07-22T22:31:47Z https://x.com/yangyi/status/2080057979534287179 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>牛哇牛哇！</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1756592360367259648/GXJ4Kl6w_normal.jpg' alt='数字生命卡兹克' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>数字生命卡兹克</span><span style='color: #536471; font-size: 14px;'>@Khazix0918</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>AIHOT的月活突破了60万，我也终于把AIHOT优化到，敢发在X上给大家安利一下我自己做的这个小破东西的时候了。<br/><br/>这玩意也几乎代表了我自己做了三年AI内容，对AI领域资讯的品味。<br/><br/>谁能想到，这个看着小小的AI资讯站，背后的后端逻辑有这么复杂呢，数百个信源5分钟级别的抓取 - 数据清洗 - 结构化 - 预筛 - 精选 - 聚类 - 展示，这还只是大流程，这流程里面，大模型介入的地方就有不下10个了。。。<br/><br/>如果是每个大块里面的细节流程，光一个聚类算法的工程化我感觉我都可以写好几篇万字长文来分享了，更别提最核心的精选了。真的，最近5年的关于新闻聚类的论文全扒了一遍，没有一个结构能达到我的准确性要求的，最后是花了无数个日夜回测了不知道多少轮的数据，又不知道标了多少的数据，硬生生自己造的。<br/><br/>任何东西想把它做好，真的感觉，花费的心力不是一丁点两点。<br/><br/>网址在此：<a href='https://aihot.virxact.com/' target='_blank' style='color: #1da1f2; text-decoration: none;'>aihot.virxact.com</a><br/>这可能是当今无论是对人类、还是对Agent，都是体验最好的AI资讯网站了。<br/>而且我也承诺，永久免费，因为我也不靠这玩意挣钱，主要，还是太喜欢做产品了，也太喜欢看到自己的产品被别人喜欢了。<br/><br/>希望。<br/>能对大家有用就好。<br/>（PS：还有好多好多新功能还在开发中，希望大家再给我点时间...）</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN2yh2ObYAAzpAC.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HN2zNIbakAAWK1n.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/Khazix0918/status/2080022092498768176' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3572</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 22:30:42 GMT 2080057979534287179 Yangyi (@yangyi) 2026-07-22T22:30:42Z https://x.com/yangyi/status/2079977463443251637 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>为什么会有人热衷于做流水很高利润很少的生意<br/>感觉阿猫阿狗都不乐意做吧</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>17728</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>13</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 17:10:46 GMT 2079977463443251637 Yangyi (@yangyi) 2026-07-22T17:10:46Z https://x.com/yangyi/status/2079958503381401762 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>直接搞到NewMax里了<br/>用Grok授权，在NewMax中免费查推特</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HN1_KZKbIAANKqG.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/2000755831135191040/s6Pf_wjc_normal.jpg' alt='Ding' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Ding</span><span style='color: #536471; font-size: 14px;'>@dingyi</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>原来 Grok 内置了 Twitter 的 API，找东西真是太太太快了。这也说明不管你做了多少第三方工具，多少 hack，都不如官方直接支持。</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079899194341634048/vid/avc1/2432x1660/aD5-sDkHwzeVhqVC.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/dingyi/status/2079900307543523454/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/dingyi/status/2079900307543523454' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5724</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 15:55:25 GMT 2079958503381401762 Yangyi (@yangyi) 2026-07-22T15:55:25Z https://x.com/yangyi/status/2079948905555665103 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>做自媒体的最大价值是：维权</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1631</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 15:17:17 GMT 2079948905555665103 Yangyi (@yangyi) 2026-07-22T15:17:17Z https://x.com/yangyi/status/2079920510360777039 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>梦想：用户需要生产力工具<br/>现实：我就做个文档，这AI来回问我问题，然后几块钱就没了？！<br/><br/>梦想：用户需要Agent Team<br/>现实：Agent来回并发，这Token怎么消耗这么快？一个任务跑了十几块钱？？<br/><br/>所以做产品的没利润，卖课的才有利润<br/>因为梦只有梦里才能实现</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3913</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>24</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 13:24:27 GMT 2079920510360777039 Yangyi (@yangyi) 2026-07-22T13:24:27Z https://x.com/yangyi/status/2079919241625793007 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>我觉得sub2api为其贡献了至少10%……</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/2075819673263001600/pj1vyX6I_normal.jpg' alt='Tibo' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Tibo</span><span style='color: #536471; font-size: 14px;'>@thsottiaux</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>10M! <br/><br/>New day, new usage reset for paid users of Codex and ChatGPT Work. Lands in the next hour. Enjoy.</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNxBZaGbYAAo4Cb.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/thsottiaux/status/2079609157934886975' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>19</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>12251</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>13</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 13:19:24 GMT 2079919241625793007 Yangyi (@yangyi) 2026-07-22T13:19:24Z https://x.com/yangyi/status/2079905076584534515 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>请问小红书和视频号能obs推流直播吗</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5701</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>21</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 12:23:07 GMT 2079905076584534515 Yangyi (@yangyi) 2026-07-22T12:23:07Z https://x.com/yangyi/status/2079879699170570452 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>当投放量级放大后，归因就变得更加重要<br/><a href='https://newmax.cc/share/incrementality-pie-mmm-marketing-measurement-guide' target='_blank' style='color: #1da1f2; text-decoration: none;'>newmax.cc/share/incremen…</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4075</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>7</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 10:42:17 GMT 2079879699170570452 Yangyi (@yangyi) 2026-07-22T10:42:17Z https://x.com/yangyi/status/2079867872520909262 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>找对标 找爆款 做分析 挖评论<br/>用NewMax的社媒连接器<br/>只要会说话下指令 都能干<br/>应该不能再简单了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079867621936427008/vid/avc1/1660x1080/-VpEcO8Iuy4IxnYa.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/yangyi/status/2079867872520909262/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>50</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>187</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18948</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>103</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 09:55:17 GMT 2079867872520909262 Yangyi (@yangyi) 2026-07-22T09:55:17Z https://x.com/yangyi/status/2079732590416961708 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>我觉得desktop agent这个产品形态是和模型发展正交的方向<br/>它并不会被模型卷掉 而是持续增强<br/>这是一个值得持续做的事情<br/>但终极形态可能真的是个自由的OS <br/>而不是像现在这样的一个对话框</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>17</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4156</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>14</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Wed, 22 Jul 2026 00:57:43 GMT 2079732590416961708 Yangyi (@yangyi) 2026-07-22T00:57:43Z https://x.com/yangyi/status/2079595967926677818 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>创业去哪儿找合伙人？<br/><br/>你有没有听过这个故事，你想遇见一起跑步的人，最简单的方法就是先自己去跑步<br/>你只要开始上路了，路上就会遇到同路人，可能终点不一样，但多数都能同行一阵子<br/>唐僧去西天取经之前，去哪儿找合伙人了<br/>那不也是走着走着遇到的<br/><br/>先上路，然后遇到人，然后一起走，随着历经磨难就会遇到各种离别，经过考验留下的，才是真正能合伙的人<br/><br/>创业是这样，婚姻也是这样</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>19</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4889</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>20</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 15:54:50 GMT 2079595967926677818 Yangyi (@yangyi) 2026-07-21T15:54:50Z https://x.com/yangyi/status/2079507028570173763 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>这个推特视频自动播放感觉跟个Bug一样<br/>都没滚到那个视频呢 就开始出声音了<br/>闹鬼了</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4455</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 10:01:25 GMT 2079507028570173763 Yangyi (@yangyi) 2026-07-21T10:01:25Z https://x.com/yangyi/status/2079478671069642955 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>真不错👍🏻</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1668891036305997825/QeU4nOAg_normal.jpg' alt='狗哥笔记' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>狗哥笔记</span><span style='color: #536471; font-size: 14px;'>@pyang1235005</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>拼贴动画 B-roll Skill 正式开源🔥<br/>评论区可见<br/><br/>👹整个工作流程如下:<br/>1、Codex skill 安装与首次环境自检（缺什么教你配什么）<br/>2、一句口播文稿 → 压成一个视觉隐喻：核心意思、关键物件、底色、组装顺序<br/>3、隐喻确认后才生成彩色拼贴静帧 + contact sheet（Gate 2 再确认一次）<br/>4、静帧通过才烧钱：Gemini Omni Flash 首尾帧组装动画<br/>5、空色场开场，纸片逐件滑入卡位，stop-motion 质感<br/>6、自动去音轨，交付 9:16 竖版 5 秒成片，直接垫口播<br/>7、三重 QA：逐秒抽帧、首帧空场验证、尾帧与确认静帧对照<br/><br/>🧐Tips: 三道确认闸门是故意设的——改文字免费，重生图便宜，重跑视频才是真花钱。批量丢 10 句文稿进去，只放行你看顺眼的<br/><br/>黑白半调人物 + 彩色卡纸点缀，底色跟着语意换：焦橙讲消耗、深紫讲沉淀、青绿讲协作<br/><br/>备注: 这个目前只跑 Codex（静帧生成依赖内置 image_gen），Claude Code 和其他还在适配<br/>MIT 开源，脚本全自带，clone 下来就能用</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><video autoplay loop muted style='width: 100%; height: auto; max-width: 100%; display: block;'><source src='https://video.twimg.com/tweet_video/HNRTQJ7akAAMUsv.mp4' type='video/mp4'><img src='https://pbs.twimg.com/tweet_video_thumb/HNRTQJ7akAAMUsv.jpg' alt='Animated GIF' style='max-width: 100%; height: auto;' /></video><video autoplay loop muted style='width: 100%; height: auto; max-width: 100%; display: block;'><source src='https://video.twimg.com/tweet_video/HNRTQJ4b0AAjt5O.mp4' type='video/mp4'><img src='https://pbs.twimg.com/tweet_video_thumb/HNRTQJ4b0AAjt5O.jpg' alt='Animated GIF' style='max-width: 100%; height: auto;' /></video><video autoplay loop muted style='width: 100%; height: auto; max-width: 100%; display: block;'><source src='https://video.twimg.com/tweet_video/HNRTQJ4aMAA3YND.mp4' type='video/mp4'><img src='https://pbs.twimg.com/tweet_video_thumb/HNRTQJ4aMAA3YND.jpg' alt='Animated GIF' style='max-width: 100%; height: auto;' /></video><video autoplay loop muted style='width: 100%; height: auto; max-width: 100%; display: block;'><source src='https://video.twimg.com/tweet_video/HNRTQJ5awAA2rx5.mp4' type='video/mp4'><img src='https://pbs.twimg.com/tweet_video_thumb/HNRTQJ5awAA2rx5.jpg' alt='Animated GIF' style='max-width: 100%; height: auto;' /></video></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/pyang1235005/status/2077377043705332172' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>23</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4391</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>17</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 08:08:44 GMT 2079478671069642955 Yangyi (@yangyi) 2026-07-21T08:08:44Z https://x.com/yangyi/status/2079477520400064959 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>牛且专业</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/2039226063088463872/_zw7eSeM_normal.jpg' alt='姚金刚' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>姚金刚</span><span style='color: #536471; font-size: 14px;'>@yaojingang</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>经好友拔刀刘同意，将他们近期抓取的国内各大AI平台数据集进行开源<br/>清洗后的数据集、论文预印本以及第一份分析报告，已推送到GitHub仓库，地址见评论区<br/><br/>这应该是面向国内各大AI平台的最新、最全的一份公开GEO原始数据集<br/>包括了豆包、DeepSeek、元宝、千问、Kimi、文心、百度AI等8个AI平台的AI搜索结果、信源特征数据<br/><br/>这份数据包括：<br/>1、620 个标准问题，覆盖 6 个研究维度、31 种有效问题类型，包括行业、提问意图、提示风格、时间敏感度、触发强度和极端真实场景；<br/>2、214,119 条 AI 引用观察，精确去重后保留 189,845 条。这里统计的是回答中的引用来源与摘要，现有数据不含完整回答原文；<br/>3、引用记录归并为 9,878 个规范域名信源、107,659 个规范页面；211,248 条记录带有效 HTTP URL，占 98.66%；<br/>4、信源按 9 个一级类型、39 个二级类型完成分类，去重引用的分类覆盖率达到 99.77%；<br/>5、原始数据、清洗表和分析集市都已保留，可用 JSONL、Parquet 和 DuckDB 直接查询，也附了字段字典、清洗规则和质量报告；<br/>6、64 个原始分片全部通过 SHA-256 校验，清洗过程保留原值、异常标记和追溯字段，方便复现和继续加工<br/><br/>这几天对数据进行了二次清洗、标注和加工，并输出第一份可视化分析，一些有意思的发现和洞察<br/>1、各大AI平台的信源头部效应非常明显，Top 10 信源贡献了 41.47% 的去重引用，抖音、腾讯网、今日头条、百度百科排在前四<br/>2、平台与社区类信源只占 4.68% 的域名，却拿到 29.63% 的去重引用，内容分发平台在 AI 引用生态里的权重很高<br/>3、品牌与企业官网只贡献 4.33% 的去重引用；加上政府与公共机构，主体自有来源合计 9.06%。品牌自有内容还有很大的可见度空间<br/>4、跨平台共识并没有想象中高，66 个平台组合中，最高的“问题 × 页面”Jaccard 相似度也只有 34.94%，还有 11 个组合完全没有共享的问题与页面。单个平台的经验不能直接外推到其他平台<br/>5、内容新鲜度很明显，在发布时间可靠的页面中，88.77% 来自 2025 或 2026 年；29.57% 的页面标题带年份，23.06% 带榜单或排行。时效信号和决策型内容值得继续验证<br/><br/>欢迎留言补充关心的问题，我可以抽空基于这些关心的问题，再做一份数据分析报告</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNtslwPawAAXaxx.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNtsq9Ra8AA2DMU.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNts0SobMAIt8B3.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNttBTZa8AAuEhq.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/yaojingang/status/2079375927767871665' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>20</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>6960</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>22</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 08:04:10 GMT 2079477520400064959 Yangyi (@yangyi) 2026-07-21T08:04:10Z https://x.com/yangyi/status/2079477188408259042 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>笑死 烟花老师说 现在大模型厂商都是蒸蒸日上……</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNvJZyxa0AAZgjV.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>46</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>6789</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>38</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 08:02:51 GMT 2079477188408259042 Yangyi (@yangyi) 2026-07-21T08:02:51Z https://x.com/yangyi/status/2079437512205017367 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>请问这个怎么拉黑？</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNulXXHbIAAmLp8.png' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>47</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>10972</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>38</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 05:25:11 GMT 2079437512205017367 Yangyi (@yangyi) 2026-07-21T05:25:11Z https://x.com/yangyi/status/2079405498294804889 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>现在好的生意是API生意<br/>然后vibecoding一大堆的玩具去开源<br/>美其名曰免费<br/>实际上就是API套壳<br/>这样就可以给自己的服务引流<br/><br/>但实际上，已经没人用SaaS了<br/>应该包装成agent的服务<br/>SaaS只是一个对抗幻觉的兜底</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1729450995850027008/gllXr6bh_normal.jpg' alt='AIGCLINK' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>AIGCLINK</span><span style='color: #536471; font-size: 14px;'>@aigclink</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>Open-seo： 传统seo工具Semrush/Ahrefs 的开源替代、按量付费、无订阅的平替，还内置 MCP——你可以直接让 Claude Code 帮你查关键词、盯排名、做站点审计，也可 fork 一份 vibe code 出自己的 SEO 工具、还支持GEO。<br/><br/>它想解决的通电是 SEO 工具两个老毛病：贵，和臃肿：<br/><br/>1、无订阅、按量付费：核心数据靠你自带 DataForSEO 的 API key，用多少付多少、直接付给数据方——不用为一堆用不上的功能交年费（这是这个工具里唯一需要为数据付费的地方）；<br/><br/>2、不做大而全的套件，只做聚焦工作流：关键词研究、排名追踪、竞品洞察、外链、站点审计——外加一个很应景的 AI Visibility（你在 AI 答案里的可见性，也就是GEO）。<br/><br/>亮点是支持&quot;agent &quot;调用：<br/><br/>OpenSEO 内置了一个 MCP server，让 Claude Code、OpenClaw、Hermes 这些 agent 直接调用你的 SEO 数据；再配一套 Agent Skills（可复用的 SEO 工作流，指挥 agent 用 MCP 干活）。官方把&quot;best-in-class 的 MCP 和 AI Skills&quot;当第一卖点。也就是说——你可以直接让 Claude Code 帮你查关键词、盯排名、做站点审计，而不是自己在一堆仪表盘里点。你还能 fork 它、vibe code 出自己的定制 SEO 工具。<br/><br/>OpenSEO 把&quot;AI Visibility&quot;做进了工作流，等于顺手接住了 需要GEO 的用户。<br/><br/><span style='color: #1da1f2; font-weight: 500;'>#OpenSEO</span><span style='color: #1da1f2; font-weight: 500;'>#SEO</span><span style='color: #1da1f2; font-weight: 500;'>#开源</span><span style='color: #1da1f2; font-weight: 500;'>#MCP</span><span style='color: #1da1f2; font-weight: 500;'>#AI</span><span style='color: #1da1f2; font-weight: 500;'>#geo</span></div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNtgpB9bsAA7xyH.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/aigclink/status/2079362629806838008' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>28</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>8657</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 03:17:58 GMT 2079405498294804889 Yangyi (@yangyi) 2026-07-21T03:17:58Z https://x.com/yangyi/status/2079395941799587918 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>用NewMax的抖音连接器，和 <a href='https://x.com/dontbesilent' target='_blank' style='color: #1da1f2; text-decoration: none;'>@dontbesilent</a> 对标法，拆解分析爆款<br/>如果用dbskill，效果应该还会明显提升一大截<br/><br/>在模型都差不多的情况下，工具会决定Agent的上限</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNt-8ecbgAAEniN.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNt_A8pbMAAi2dV.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNt_F25aIAEHR5u.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNt_N7haIAAaW_u.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>37</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>31</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>274</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>50858</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>146</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 02:40:00 GMT 2079395941799587918 Yangyi (@yangyi) 2026-07-21T02:40:00Z https://x.com/yangyi/status/2079383522679357615 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>好事儿啊 这回中转站可以卖外国友人了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1885611457376903171/zWWnahYp_normal.jpg' alt='Max For AI' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Max For AI</span><span style='color: #536471; font-size: 14px;'>@MaxForAI</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>突发！特朗普政府正在考虑通过行政命令及其他手段，在美国境内禁止中国开源模型。<br/><br/>知情人士告诉 Axios，政府内部部分人士此前曾试图对外国开源模型实施事实上的禁令。<br/><br/>上周中国模型 <a href='https://x.com/Kimi_Moonshot' target='_blank' style='color: #1da1f2; text-decoration: none;'>@Kimi_Moonshot</a> K3的发布，重新引发了这一争论。<br/><br/>美国公司正越来越多地采用来自中国的开源模型，因为它们更便宜，而且正如 Kimi K3的出现所表明的那样，其性能几乎与美国的人工智能技术相当。<br/><br/>同时，一位接近政府的消息人士告诉 Axios，商务部去年曾考虑将多家中国人工智能实验室列入其“实体清单”，此举将在未经许可的情况下有效切断美国企业的访问渠道。<br/><br/>该消息人士称，国家安全局和白宫国家网络总监办公室去年也曾考虑发布关于中国人工智能实验室威胁的警告，实际上旨在劝阻美国公司使用相关技术。<br/><br/>消息人士补充称，白宫曾考虑发布一项行政命令，规定美国公司只有在能够确保安全并在安全遭到破坏时承担相应责任的前提下，方才可托管中国模型。<br/><br/>另一位接近政府的消息人士表示，商务部去年夏天也在政府内部传阅了草案规则，旨在利用其职权保障国内供应链安全，并将矛头指向中国开源模型。</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNsmWuybQAAnxtk.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/MaxForAI/status/2079297835661750705' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>7572</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>9</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 01:50:39 GMT 2079383522679357615 Yangyi (@yangyi) 2026-07-21T01:50:39Z https://x.com/yangyi/status/2079377875053257149 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>配合FunASR提取脚本做爆款分析和复制的流程就非常容易了</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4054</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>3</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 01:28:13 GMT 2079377875053257149 Yangyi (@yangyi) 2026-07-21T01:28:13Z https://x.com/yangyi/status/2079377260638032364 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>用NewMax的社媒连接器 跑个抖音采集 8分钟全出来了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNtuffRa8AAEYpF.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>208</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>27427</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>92</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Tue, 21 Jul 2026 01:25:46 GMT 2079377260638032364 Yangyi (@yangyi) 2026-07-21T01:25:46Z https://x.com/yangyi/status/2079281171142463856 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>你知道为什么很多人 做事不用尽全力吗？<br/>因为如果一旦用尽全力 结果不如预期<br/>那么自己就找不到任何理由和借口推脱了<br/><br/>只要不用尽全力<br/>就不需要面对终极审判<br/>都可以轻松的说一句<br/>那不就是我没做吗<br/>我做的话 肯定也能做到啊<br/><br/>如果拼尽全力<br/>结局还是很差<br/>就只能承认自己无能了<br/><br/>但也正是因为一个人<br/>愿意承认自己无能<br/>才能变得无所不能<br/><br/>因为反者道之动<br/>无所不能的起点<br/>是从无能开始的</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>32</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4438</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>32</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 19:03:57 GMT 2079281171142463856 Yangyi (@yangyi) 2026-07-20T19:03:57Z https://x.com/yangyi/status/2079279003316466116 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>能不能赚钱取决于<br/>人们幻想中这东西有没有价值<br/>而不是实际价值<br/><br/>只要人能塑造一份幻梦说服自己<br/>那么就会购买<br/><br/>但只有品尝之后<br/>才知道原来这并非美味佳肴<br/><br/>有一些食之无味 弃之可惜的 就得过且过<br/>有一些吃出来屎味儿了 就跑去客诉了<br/><br/>还有一些压根没有品尝<br/>但是大家都说这东西就是屎<br/>导致显得自己买了一坨屎很蠢<br/>也会去客诉</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11042</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>11</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 18:55:20 GMT 2079279003316466116 Yangyi (@yangyi) 2026-07-20T18:55:20Z https://x.com/yangyi/status/2079191156240609764 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>这炒股炒的和商鞅苏秦吴起嫪毐一样了呗</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNrFVTNbsAIKTfS.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>5202</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 13:06:15 GMT 2079191156240609764 Yangyi (@yangyi) 2026-07-20T13:06:15Z https://x.com/yangyi/status/2079167107120640073 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>报告上传了一下<br/><a href='https://newmax.cc/share/reddit-obscure-money-making-methods' target='_blank' style='color: #1da1f2; text-decoration: none;'>newmax.cc/share/reddit-o…</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>1450</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 11:30:42 GMT 2079167107120640073 Yangyi (@yangyi) 2026-07-20T11:30:42Z https://x.com/yangyi/status/2079167099000520902 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>昨天跟观猹 5个桌面Agent同台分享 我压轴<br/>就给10分钟 还要演示结果No PPT<br/>我想了想 就让NewMax捞Reddit找冷门赚钱方法吧<br/>跑了14分钟，就找了20个<br/><br/>可以对比试试 让workbuddy跑跑<br/>看看能跑出什么</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><div style='margin: 0; background-color: #f5f5f5; padding: 8px;'><video controls style='width: 100%; height: auto; max-height: 400px; max-width: 100%;' preload='metadata'><source src='https://video.twimg.com/amplify_video/2079165260888743936/vid/avc1/1658x1080/crRfs2IsODea0N8r.mp4?tag=29' type='video/mp4'>Your browser does not support the video tag.</video><div style='padding: 10px; text-align: center; background-color: #f0f0f0;'><a href='https://x.com/yangyi/status/2079167099000520902/video/1' target='_blank' style='color: #1da1f2; text-decoration: none; font-weight: 500;'>🔗 View on Twitter</a></div></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>24</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>12592</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>17</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 11:30:40 GMT 2079167099000520902 Yangyi (@yangyi) 2026-07-20T11:30:40Z https://x.com/yangyi/status/2079160525641113690 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'><a href='https://newmax.cc/share/will-fde-disappear-when-agents-get-smart' target='_blank' style='color: #1da1f2; text-decoration: none;'>newmax.cc/share/will-fde…</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4411</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>6</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 11:04:32 GMT 2079160525641113690 Yangyi (@yangyi) 2026-07-20T11:04:32Z https://x.com/yangyi/status/2079109310010044788 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>也算是在机场做广告了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNp65DAaoAAPcwK.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /><img src='https://pbs.twimg.com/media/HNp65DAbIAAmlra.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>10</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>23430</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>25</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 07:41:02 GMT 2079109310010044788 Yangyi (@yangyi) 2026-07-20T07:41:02Z https://x.com/yangyi/status/2079107659111051454 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>这卡没钱了突然被拒 充了钱也一直拒<br/>anthropic真是牛b 送钱都不要<br/>到头来还得问朋友要张卡才续上费</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNp5NrOacAAOy50.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>2123</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>5</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 07:34:28 GMT 2079107659111051454 Yangyi (@yangyi) 2026-07-20T07:34:28Z https://x.com/yangyi/status/2079082990446272824 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>如果都没有拿起来过<br/>又何谈不屑于拿起<br/>这不叫放下<br/>这叫还没开始就放弃</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>2</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3912</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Mon, 20 Jul 2026 05:56:27 GMT 2079082990446272824 Yangyi (@yangyi) 2026-07-20T05:56:27Z https://x.com/yangyi/status/2078914941395066932 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>有什么你当了自媒体博主后才知道的事儿？</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>51</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>18040</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>45</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 18:48:41 GMT 2078914941395066932 Yangyi (@yangyi) 2026-07-19T18:48:41Z https://x.com/yangyi/status/2078914552926986369 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>中国用户是最愿意用ai产品的一波人<br/>付不付钱啥的 不重要<br/>开源的多 免费的多 还有慈善家搞慈善站 做反代的<br/>各有各使用ai的门路<br/><br/>但不得不说<br/>中国用户是最愿意用ai的一波人<br/>就光用豆包的人 就有一大堆<br/><br/>聊钱 就生疏了</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/1522159828231409664/GPpXyPT1_normal.jpg' alt='Gorden Sun' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Gorden Sun</span><span style='color: #536471; font-size: 14px;'>@Gorden_Sun</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>中国用户不愿意给AI产品付费，有这么几个原因：<br/>1，本身就没有付费习惯，国内大多数软件都是免费，软件通过广告、电商、游戏、网贷来赚钱。<br/>2，AI产品订阅价格太贵。之前用户愿意花钱订阅的产品，主要就是影视会员和网盘，一个月就十几二十块，AI产品起步69。<br/>3，认为不值得为他们的破工作自费掏一分钱。</div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/Gorden_Sun/status/2078705896973292025' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>7</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>6214</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 18:47:08 GMT 2078914552926986369 Yangyi (@yangyi) 2026-07-19T18:47:08Z https://x.com/yangyi/status/2078844742608285753 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>天天都说这ai那agent的<br/>你们根本没意识到身份证正在系统性升值<br/>谁能搞定村里三大姑八大姨<br/>谁掌握分发权</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>16</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>26</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>19086</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>16</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 14:09:44 GMT 2078844742608285753 Yangyi (@yangyi) 2026-07-19T14:09:44Z https://x.com/yangyi/status/2078687477376958947 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>我看大家说写的不错<br/>其实都是ai写的<br/>newmax share都是我给ai一些上下文 和ai探讨问题后<br/>ai自己记录下来成文发布的<br/><br/>人机协同作业的重点是你能不能提供有效的角度和有价值的提问<br/>把ai知道的你却不知道的东西挖掘出来<br/><br/>在这种情况下 哪怕是ai写的 也有一定价值</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/2006199964930879488/FCF1YJ0u_normal.jpg' alt='Yangyi' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Yangyi</span><span style='color: #536471; font-size: 14px;'>@yangyi</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>如果你在做企业AI落地，最好搞清楚FDE的方法论<br/><a href='https://newmax.cc/share/fde-enterprise-implementation-guide' target='_blank' style='color: #1da1f2; text-decoration: none;'>newmax.cc/share/fde-ente…</a></div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/yangyi/status/2078405703153381407' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>3</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3404</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>2</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 03:44:49 GMT 2078687477376958947 Yangyi (@yangyi) 2026-07-19T03:44:49Z https://x.com/yangyi/status/2078686499302961539 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>看来anthropic也被薅的不行啊<br/>以前我的账单都有2-3天延迟期<br/>今天到期就停了…</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>27</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>11239</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>23</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 03:40:56 GMT 2078686499302961539 Yangyi (@yangyi) 2026-07-19T03:40:56Z https://x.com/yangyi/status/2078672688189669767 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>就我近日对replybot的观察<br/>结合之前做replybot的经验<br/><br/>我觉得做矩阵自动化回复有几个点需要注意<br/><br/>1、时效问题<br/>帖子发完 秒回 基本都是bot<br/>2、频数问题<br/>一个人的帖子 次次都有评论 bot<br/>3、名字问题<br/>bot名字完全品牌营销号 bot<br/>4、相似生成<br/>同一条tweet 回复很类似的话 bot<br/><br/>解决策略：<br/>- 设置时效间隔 （一般1.5-3min我觉得都好）<br/>- 降低回复频数 （同一人的帖子可以写个rule，或者过一遍网关判断要不要回）<br/>- 名字尽量用 昵称+产品 更像个独立开发者<br/>- 用不同模型跑多矩阵 或者system prompt里增加更多人设信息来干扰生成结果<br/><br/>现在这些bot唯一做的比较好的地方<br/>就是使用 简短+提问+臭屁 的策略<br/><br/>这也是我之前跑的时候获得的共识策略</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>4</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>6</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3001</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>4</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sun, 19 Jul 2026 02:46:03 GMT 2078672688189669767 Yangyi (@yangyi) 2026-07-19T02:46:03Z https://x.com/yangyi/status/2078430547664355695 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>赚钱这件事好像没什么可教的<br/>每个人都能搞俩手机号<br/>每个人都懂用这俩手机号注册小红书<br/>每个人都能发2条笔记<br/>- ai合伙人，我出技术和资金，你出客源<br/>- ai合伙人，我出客源和资金，你出技术<br/>每个人都会聊天 忽悠 加微信<br/>每个人都会问ai做一份合同 收付款<br/><br/>有啥可教的</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>90</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>8</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4062</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>74</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 10:43:52 GMT 2078430547664355695 Yangyi (@yangyi) 2026-07-18T10:43:52Z https://x.com/yangyi/status/2078428557039305046 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>从我这两个月基于飞书文档来做业务的过程来看<br/>单纯依靠飞书表格还是很难完成完全自动化的loop<br/>幻觉非常多<br/><br/>建议飞书团队针对lark cli多做一做优化<br/>或者构建出一种更轻的在线数据库服务<br/>这样标准化输入输出结构<br/>以减少ai的幻觉<br/><br/>这种服务对人机协同而言是有效且必要的<br/><br/>由于缺少这种服务<br/>我只能自己做😂</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>12</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>4873</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>9</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 10:35:57 GMT 2078428557039305046 Yangyi (@yangyi) 2026-07-18T10:35:57Z https://x.com/yangyi/status/2078427461336117749 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>如果你希望全方位了解agent<br/>推荐博杰开源的这个ai agent book项目<br/>适合从0到1上手从认识到理解agent</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; padding: 16px; background: #f9fafb; line-height: 1.4;'><div style='margin-bottom: 8px; padding-bottom: 6px; border-bottom: 1px solid #e1e8ed; display: table; width: 100%; height: 24px;'><div style='display: table-cell; vertical-align: middle; width: 32px;'><img src='https://pbs.twimg.com/profile_images/819210652564615168/NNNeTcef_normal.jpg' alt='Bojie Li' style='width: 24px; height: 24px; border-radius: 50%; display: block;' /></div><div style='display: table-cell; vertical-align: middle; padding-left: 8px; line-height: 1.2;'><span style='font-weight: bold; color: #0f1419; font-size: 15px; margin-right: 6px;'>Bojie Li</span><span style='color: #536471; font-size: 14px;'>@bojie_li</span></div></div><div style='font-size: 15px; line-height: 1.6; color: #0f1419; margin-bottom: 12px; white-space: pre-wrap; word-wrap: break-word;'>一天又翻了一倍，2.6k stars 了 😂<br/>让 Claude Code + Kimi K3 + Opus 4.8 (reviewer) 干了一天，补全了 30 多个缺失的实验代码，也解决了其他实验代码中依赖不全的问题。更新了大多数实验的模型，使用新模型替代老模型。当然，有些实验必须用比较差的模型，因为 SOTA 模型已经不需要 harness 来补缺陷了。<br/>感谢吴叩天纠正了书中很多事实错误。发布了 v1.1 版本。<a href='https://github.com/bojieli/ai-agent-book' target='_blank' style='color: #1da1f2; text-decoration: none;'>github.com/bojieli/ai-age…</a>e</div><div style='margin-top: 12px; padding-top: 8px; border-top: 1px solid #e1e8ed; text-align: right;'><a href='https://x.com/bojie_li/status/2078368794129662052' target='_blank' style='color: #1da1f2; text-decoration: none; font-size: 13px; font-weight: 500;'>🔗 View Quoted Tweet</a></div></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>46</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>19</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>124</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>50918</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>71</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 10:31:36 GMT 2078427461336117749 Yangyi (@yangyi) 2026-07-18T10:31:36Z https://x.com/yangyi/status/2078425181840925111 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>当下企业ai落地有一种特别微妙的矛盾<br/><br/>在中国 只要你不是做培训获客派单搞落地的<br/>你如果只是一个单纯的工程团队<br/>那么你面临的问题永远都是：<br/><br/>亏多少钱<br/>搭出一个行业标准化资产<br/>在有限的生命周期里<br/>卖多少份？<br/><br/>亏钱做前面2/3个客户<br/>花了三个月搞知识库 搭工作流 赚一份业务的钱<br/>没有做基建<br/>然后模型变牛了一些<br/>最后一公里的价值 只剩下了半公里<br/><br/>再去卖的时候<br/>这个提效链条上之前解决的卡点<br/>被模型填平了<br/><br/>所以企业落地最大的难点<br/>其实是在于识别一个全链路模块中<br/>重复度高&amp;模型能力能处理&amp;但必须依赖业内工程化的部分<br/><br/>只有短时间从这里切<br/>才可能切开一些机会<br/>才有更多机会扩展基础建设<br/><br/>企业落地最大的问题不是给企业解决多少问题<br/>最大的问题是在模型精进的周期里<br/>怎么能在短期内构建出有效的基建系统<br/><br/>因为只有这个才是长期的资产和壁垒<br/>其他的 都只是泡沫和浮云<br/><br/>可能可以赚得一时的利<br/>但绝无可能长期获利</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>25</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>5</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>29</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>7586</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>28</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 10:22:33 GMT 2078425181840925111 Yangyi (@yangyi) 2026-07-18T10:22:33Z https://x.com/yangyi/status/2078420498816590171 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>大部分人创业不是因为热爱<br/>只是因为不想再给别人当牛马了😂</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>1</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>39</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>8802</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>16</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 10:03:56 GMT 2078420498816590171 Yangyi (@yangyi) 2026-07-18T10:03:56Z https://x.com/yangyi/status/2078405703153381407 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>如果你在做企业AI落地，最好搞清楚FDE的方法论<br/><a href='https://newmax.cc/share/fde-enterprise-implementation-guide' target='_blank' style='color: #1da1f2; text-decoration: none;'>newmax.cc/share/fde-ente…</a></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>30</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>63</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>311</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>29578</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>142</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 09:05:09 GMT 2078405703153381407 Yangyi (@yangyi) 2026-07-18T09:05:09Z https://x.com/yangyi/status/2078402691110474215 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>在NewMax中，哪怕你使用deepseekV4 Flash这种性价比极高的模型<br/>一样也能有很好的输出<br/>这是套壳的价值</div><div style='margin: 16px 0; border: 1px solid #e1e8ed; overflow: hidden;'><img src='https://pbs.twimg.com/media/HNf4GtqbAAA_nPa.jpg' alt='Tweet Image' style='width: 100%; height: auto; display: block; max-width: 100%; border: none; margin: 0 auto;' /></div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>15</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>34</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>12129</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>21</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 08:53:11 GMT 2078402691110474215 Yangyi (@yangyi) 2026-07-18T08:53:11Z https://x.com/yangyi/status/2078399730598756712 <div style='font-family: Arial, Helvetica, sans-serif; max-width: 600px; margin: 0 auto; background: #ffffff; border: 1px solid #e1e8ed; padding: 0; line-height: 1.5;'><div style='padding: 8px 16px;'><div style='font-size: 16px; line-height: 1.6; color: #0f1419; margin-bottom: 16px; white-space: pre-wrap; word-wrap: break-word;'>应该学会对github star祛魅<br/><br/>大几万星的项目 不一定是好 有的甚至是极其粗制滥造的垃圾<br/>几百颗星的项目 也不一定差 有的代码结构异常简洁清晰<br/><br/>星星只是代表一种群众幻想<br/>幻想认为这个东西对大多数人有用<br/><br/>这无关于项目真实的效果感受<br/>只关乎项目的包装与传递链条</div></div><div style='padding: 12px 16px; border-top: 1px solid #f1f3f4; background: #f9fafb; font-size: 13px; color: #536471; text-align: center;'><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>💬</span><span>9</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>🔄</span><span>0</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='color: #f91880; margin-right: 4px;'>❤️</span><span>14</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle;'><span style='margin-right: 4px;'>👀</span><span>3967</span></span><span style='display: inline-block; margin-right: 20px; vertical-align: middle; color: #00ba7c; font-weight: bold;'><span style='margin-right: 4px;'>📊</span><span>9</span></span></div><div style='padding: 12px 16px; background: #f9fafb; border-top: 1px solid #f1f3f4;'><div style='text-align: center; font-size: 12px;'><a href='https://xgo.ing' target='_blank' style='color: #1d9bf0; text-decoration: none; font-weight: 500;'>⚡ Powered by xgo.ing</a></div></div></div> Sat, 18 Jul 2026 08:41:25 GMT 2078399730598756712 Yangyi (@yangyi) 2026-07-18T08:41:25Z