体验完 DeepSeek Harness，我打算放弃开发了两年的客户端

体验完 DeepSeek Harness，我打算放弃开发了两年的客户端

author: sagacity bio: |- 墨问西东创始人，公众号 MacTalk 作者。

• id: '2090327717149618343'

产品：https://t.co/WAKvIHBBTT text: |- 突破性的：体验完DeepSeek Harness，我打算放弃开发了两年的客户端。

今天下午，我把核心研发叫到一起开了个会：停掉现有客户端的继续开发，开始论证并全面迁移到DeepSeek Harness。

而这个客户端，我们持续开发了两年，并且最近刚花了两个多月重构。

https://t.co/QHbdbkxAnC likes: 498 retweets: 53 created_at: Thu Aug 20 06:38:58 +0000 2026 url: https://x.com/sagacity/status/2090327717149618343 has_media: false media_urls: [] card: name: summary title: 体验完DeepSeek Harness，我打算放弃开发了两年 · 墨问 description: 作者森果云·黄铁森分享体验DeepSeek Harness后的震撼，计划放弃开发两年的客户端，全面迁移至该工具。文章解释了AI行业harness的含义，对比了Codex，分析agent能力与插件化是A... image_url: https://pbs.twimg.com/card_img/2090327717334106112/wbaqSDhO?format=jpg&name=420x420_2 url: https://note.mowen.cn/detail/hfGUw-FydUOU2kaG2Dxm_ domain: note.mowen.cn quoted_tweet: null

author: liuyingbin1922 bio: |- engineer in Ali｜SEO实战派 | 出海中 🚀 GitHub：https://t.co/QUa2Hh0yyB 🔥 Self: https://t.co/r7iqpLzPbS 📖 css converter: https://t.co/eJVe4QH975 text: '@sagacity 可能最开始方向就错了' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Fri Aug 21 13:54:12 +0000 2026 url: https://x.com/liuyingbin1922/status/2090799633752846646 has_media: false media_urls: [] card: null quoted_tweet: null

author: shuizhuyu bio: >- Turns pain into rhythm.

• id: '2090799633752846646'
• id: '2090735725960458355'

前华为资深工程师 ｜ 某硅谷创业公司1号员工 ｜某国企亿级产品线负责人 ｜连续创业者 ｜成都华为离职社群(运营13年)发起人 ｜二十年从事研发、产品、团队管理、流程体系建设、市场和售前等工作岗位 ｜ 目前从事AI智能体创业，喜欢讨论技术、产品，运营等。 text: '@sagacity 能够果断放弃已经投入两年的既有项目转用新技术，真的很有魄力。新技术能带来的开发效率提升确实值得尝试，蹲一个迁移后的结果分享。' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Fri Aug 21 09:40:15 +0000 2026 url: https://x.com/shuizhuyu/status/2090735725960458355 has_media: false media_urls: [] card: null quoted_tweet: null

author: hg_nohair bio: https://t.co/agN1Uhpp7v 全球 ai架构优化 text: '@sagacity 有点哗众取宠了' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Fri Aug 21 07:04:50 +0000 2026 url: https://x.com/hg_nohair/status/2090696612104585617 has_media: false media_urls: [] card: null quoted_tweet: null

author: fuguizhuo bio: 独立开发的 APP：打工人小组件，曾在沉浸式翻译工作。 text: '@sagacity 用脚投票，厉害。' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Fri Aug 21 04:40:18 +0000 2026 url: https://x.com/fuguizhuo/status/2090660238643057101 has_media: false media_urls: [] card: null quoted_tweet: null

author: toys404 bio: |- AI 研发架构师。喜欢把模型、算法、还有自己都拆开看看

• id: '2090696612104585617'
• id: '2090660238643057101'
• id: '2090590125537562627'

信仰系统＞代码，审美＞功能，重复的事全写成 Skill 自动化

前 Transsion / Baidu / Goodbaby text: '@sagacity 奇奇怪怪的， 1 obsidian 没用过么？ 2 背景没有 文章作者是做什么的 靠aiagent 项目 过活的？ 3 真瞅不起workbuddy ？分析过现在它的变现有多暴力么？' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Fri Aug 21 00:01:41 +0000 2026 url: https://x.com/toys404/status/2090590125537562627 has_media: false media_urls: [] card: null quoted_tweet: null

author: promoi_io bio: >- We build AI employees that work like real people — mobile cloud-phone agents operating 24/7 to run your brand’s content, engagement, sales, and customer operati text: '@sagacity 做了一样痛苦的决定，希望值得' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 19:33:11 +0000 2026 url: https://x.com/promoi_io/status/2090522552808714604 has_media: false media_urls: [] card: null quoted_tweet: null

author: kuangjue bio: |- 酷宣AI Founder，https://t.co/4Juq9RZG10

• id: '2090522552808714604'
• id: '2090468266351456552'

欢迎Agent 探讨，增长黑客探讨，币圈与金融不交谢了 text: '@sagacity 我们也一样的 只不过不是客户端，是网站，智能体后端内核换成dsh' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 15:57:28 +0000 2026 url: https://x.com/kuangjue/status/2090468266351456552 has_media: false media_urls: [] card: null quoted_tweet: null

author: telanflow bio: |- I know you're watching me

• id: '2090453841481433355'

独立开发者 / 🤖AI人工智能 / 🔥出海 / OPC / 生活 Programmer / AI Engineer / Internet / Life

Building: https://t.co/k2iDV6n4Wl text: '@sagacity 我有个疑问 pi 内核不是早就已经是这种模式了吗？为什么现在又大炒特炒DeepSeek Harness呢？虽然我不是很反感，但是我有点懵' likes: 4 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 15:00:09 +0000 2026 url: https://x.com/telanflow/status/2090453841481433355 has_media: false media_urls: [] card: null quoted_tweet: null

author: outman913 bio: geeker | fullstacker | engineer | builder | invester | automation business | trader | 中国人 text: '@sagacity 就目前的插件质量和生态稳定性，生产上这个堪比吃屎。' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 14:07:09 +0000 2026 url: https://x.com/outman913/status/2090440503229813057 has_media: false media_urls: [] card: null quoted_tweet: null

author: stevencheng bio: |- Working on Physical AI & robotics. Collecting and showcasing valuable robots daily. Calling for submissions — DM me. text: '@sagacity 重构刚结束就弃坑，这代码怕是有自己的想法吧' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 14:04:38 +0000 2026 url: https://x.com/stevencheng/status/2090439871169245216 has_media: false media_urls: [] card: null quoted_tweet: null

author: Martin34302 bio: Founder of Enalchemy Tech with deep expertise in tech industries. text: >- @sagacity 最近，我也在思考是否有必要停止开发了近半年的构建在Claude 之上的Harness Factory。转型DSH也得几个月吧？问题是，Anthropic 和OpenAI 会如何因应呢？拭目以待吧，很快就会有结果的。 likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 13:50:01 +0000 2026 url: https://x.com/Martin34302/status/2090436194123251816 has_media: false media_urls: [] card: null quoted_tweet: null

author: Flylocus bio: '' text: '@sagacity 完全变成一种开发的基础设施了。让我想到了用google ai studio 去开发 app.' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 13:23:29 +0000 2026 url: https://x.com/Flylocus/status/2090429516648689878 has_media: false media_urls: [] card: null quoted_tweet: null

author: Lucian_Lc7 bio: |- 🤖 把AI当长期伙伴，而不是一次性工具 🎨 UX设计师，分享与Agent协作的真实体验 text: '@sagacity 开始觉得DeepSeek Harness顶多是Codex平替，现在看它直接把界面、工具、记忆、权限全插件化了，很多功能再硬造客户端意义不大了' likes: 4 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 13:10:17 +0000 2026 url: https://x.com/Lucian_Lc7/status/2090426193791287444 has_media: false media_urls: [] card: null quoted_tweet: null

author: ladieseman217 bio: |- Founder of https://t.co/eSc0EwZYA1 Desktop app cocurdex https://t.co/L0YYksbYKZ text: '@sagacity 什么客户端开发了两年，发个链接体验下' likes: 1 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 12:01:09 +0000 2026 url: https://x.com/ladieseman217/status/2090408794908221587 has_media: false media_urls: [] card: null quoted_tweet: null

author: tison_huang bio: Founder of 即我/Arkme ，building truly innovative products. text: '@sagacity 哇，文章被池大转发了！惊喜！感谢！！ 我们基于DSP重构的客户端应该明天就会发布了，真的超级强大超级有意思！DSP太牛了真的是AI时代新型操作系统！' likes: 1 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 11:32:04 +0000 2026 url: https://x.com/tison_huang/status/2090401476518752655 has_media: false media_urls: [] card: null quoted_tweet: null

author: FDoctor00 bio: hi, 🚶‍♂️ text: '@sagacity 插件体系互相影响很大 真的看场景' likes: 1 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 11:28:01 +0000 2026 url: https://x.com/FDoctor00/status/2090400457248440531 has_media: false media_urls: [] card: null quoted_tweet: null

author: davidsouza676 bio: |- 我们不提供廉价的鸡汤和空洞的口号，我们只提供经过淬炼的实战策略与核心知识，让你在人生的四大核心战场(两性战场、商业战场、网络战场、未来战场)上，从被动的棋子，升级为主动的棋手。

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• id: '2090400457248440531'
• id: '2090393954407895499'

来，拿起你的兵法，赢得你的人生 text: |- @sagacity 两年重构，DeepSeek 一下午重构人生。

客户端：我刚装修完，你说要拆迁？ https://t.co/sulHdm7TcR likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 11:02:11 +0000 2026 url: https://x.com/davidsouza676/status/2090393954407895499 has_media: true media_urls:

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author: ned714 bio: |- Former engineer. Current observer. Follows ≠ endorsements. text: |- @sagacity 决策越快！ 损失越少！ 快速止损！ 高效认知！ likes: 2 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 10:52:56 +0000 2026 url: https://x.com/ned714/status/2090391629391905254 has_media: false media_urls: [] card: null quoted_tweet: null

author: Hello__Ethan bio: '公众号: HelloTech | Backend engineer | Team leader' text: '@sagacity nb 的决策' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 10:36:40 +0000 2026 url: https://x.com/Hello__Ethan/status/2090387534706799081 has_media: false media_urls: [] card: null quoted_tweet: null

author: luneth90 bio: |- 数学 = 理解自然 历史 = 理解社会 艺术 = 理解生命 text: '@sagacity DSH发布后趋势已经很明显了，与其重复造轮子白白耗费Token，不如研究怎么基于DSH开发业务工作流。' likes: 4 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 10:35:56 +0000 2026 url: https://x.com/luneth90/status/2090387348848800184 has_media: false media_urls: [] card: null quoted_tweet: null

author: huzhouagi bio: |- AGI产品胡诌。 主导多个AGI产品从0到1，熟悉AGI产品生命周期管理及产业赋能。 个人自媒体、产品方法论沉淀中。我能提供以下服务： 1） AGI工具评测； 2）企业/个人AGI赋能； 3）AGI产品转型。 text: |- @sagacity 未来还没来，但未来在路上。 希望DeepSeek Harness这样产品能更多一些。 likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 09:54:35 +0000 2026 url: https://x.com/huzhouagi/status/2090376943728550228 has_media: false media_urls: [] card: null quoted_tweet: null

author: stevencheng bio: |- Working on Physical AI & robotics. Collecting and showcasing valuable robots daily. Calling for submissions — DM me. text: '@sagacity 重构完就迁移，这酸爽。代码没白写，至少验证了旧架构的极限。不过两年心血说停就停，老板心真大。' likes: 5 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 09:39:07 +0000 2026 url: https://x.com/stevencheng/status/2090373050302906525 has_media: false media_urls: [] card: null quoted_tweet: null

author: sagacity bio: |- 墨问西东创始人，公众号 MacTalk 作者。

• https://video.twimg.com/amplify_video/2090393930840072192/vid/avc1/480x270/_EsjRvQW45mFRvqs.mp4?tag=29
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产品：https://t.co/WAKvIHBBTT text: '@stevencheng 哈哈，不是我，转发墨问里的笔记。写的很有意思' likes: 3 retweets: 0 in_reply_to: '2090373050302906525' created_at: Thu Aug 20 10:28:36 +0000 2026 url: https://x.com/sagacity/status/2090385503258542577 has_media: false media_urls: [] card: null quoted_tweet: null

author: kirin_m_chen bio: |- 外贸 | 用AI重做公司系统和流程 关注AI软硬件全链路 + 实际应用 实战向，不聊空概念 text: |- @sagacity 这篇讲的非常深入了。

• id: '2090371929010319721'

我在考虑一个问题，后续开发的软件能不能都改成插件式，每个人都可以做自己想要的插件。

然后给不同的软件都可以插上自己的插件增加自己想要的功能？ likes: 1 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 09:34:39 +0000 2026 url: https://x.com/kirin_m_chen/status/2090371929010319721 has_media: false media_urls: [] card: null quoted_tweet: null

author: hooxingzhao bio: vibe coder. text: |- @sagacity 哈哈，是这样的体验么 https://t.co/3IbOSaTSiy likes: 4 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 09:28:30 +0000 2026 url: https://x.com/hooxingzhao/status/2090370381446267011 has_media: false media_urls: [] card: null quoted_tweet: id: '2089993916703797577' author: hooxingzhao name: hooxing text: '@tianyi 后续可能所有的App都是这样的体验.... https://t.co/EK1cJEmiAU' created_at: Wed Aug 19 08:32:34 +0000 2026 url: https://x.com/hooxingzhao/status/2089993916703797577 has_media: true media_urls:

author: jieyi_ai bio: |- 解意 JIE YI -- https://t.co/peSiJ19v69 AI 传统文化解读 · 八字 · 紫微 · 塔罗 · 面相 · 手相 · 起名 · 择吉 一面镜子，不是指南针 帮你看见自己的倾向与时机 text: '@sagacity 两年心血说放就放，佩服这种魄力。有没有公开测评？想看看它到底强在哪。' likes: 1 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 09:18:34 +0000 2026 url: https://x.com/jieyi_ai/status/2090367881347530981 has_media: false media_urls: [] card: null quoted_tweet: null

author: AllRichRich bio: |- Founder building https://t.co/CkmABK9Cxj @OneMindTeam · Looking for co-founder & early financing AI 创业者 | OneMind 创始人 | 寻找技术合伙人、早期成员和融资机会 text: |- @sagacity 哈哈！和我判断一样！ https://t.co/ptSH30Vvu2 likes: 5 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 08:55:42 +0000 2026 url: https://x.com/AllRichRich/status/2090362127546765593 has_media: false media_urls: [] card: null quoted_tweet: id: '2088073064122884283' author: AllRichRich name: Rich Quan text: |- 我判断 DSH 的目的是给中小型 Agent 团队一个更可控也更简单的底座。 个人用户：用足够稳定的 Agent，不用自己造底座 大型公司：有需要的时候有能力自己造底座 中小型团队之前卡在那儿了，有个性化需求又没足够能力开发，我见过很多团队连 Harness 里应该包含哪些东西都搞不清楚。 DSH 将成为 Agent 领域的新型脚手架。 created_at: Fri Aug 14 01:19:47 +0000 2026 url: https://x.com/AllRichRich/status/2088073064122884283 has_media: false media_urls: []

author: thebasedcapital bio: ml , local llm enjoyer text: >- @sagacity the stop only binds when the first post meeting deliverable maps every refactored client surface onto deepseek harness primitives before any further commits likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 08:08:17 +0000 2026 url: https://x.com/thebasedcapital/status/2090350191756845095 has_media: false media_urls: [] card: null quoted_tweet: null

author: vista8 bio: 喜欢摇滚乐、爱钓鱼的PM text: '@sagacity 这么狠的决策吗？厉害' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 07:47:00 +0000 2026 url: https://x.com/vista8/status/2090344837514138062 has_media: false media_urls: [] card: null quoted_tweet: null

author: sagacity bio: |- 墨问西东创始人，公众号 MacTalk 作者。

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产品：https://t.co/WAKvIHBBTT text: '@vista8 不是我还，漏写了个转发' likes: 1 retweets: 0 in_reply_to: '2090344837514138062' created_at: Thu Aug 20 10:28:58 +0000 2026 url: https://x.com/sagacity/status/2090385597471080554 has_media: false media_urls: [] card: null quoted_tweet: null

author: xds2000 bio: OSS dev | Exploring Gen AI && Builder + Creator👨‍💻｜vibe coding🧲 text: '@sagacity 做插件，做插件，做插件' likes: 0 retweets: 0 in_reply_to: '2090327717149618343' created_at: Thu Aug 20 07:42:10 +0000 2026 url: https://x.com/xds2000/status/2090343620456943990 has_media: false media_urls: [] card: null quoted_tweet: null

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Source: https://x.com/sagacity/status/2090327717149618343

Captured: 2026-08-21 (AAIF daily-intake-evening)