独立开发者日报

Astra不是单点降智:旧技能、上下文实验和错误引擎一起拖垮体验

今天最值得记住的不是又发布了多少功能,而是Agent产品第一次把“模型、技能、上下文和运行引擎”一起当成质量系统来复盘。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-12 · Twitter 40账号/193条(部分) · HN 62条 · GitHub新星 7个 · 正文约32分钟 · 窗口09-11 ~ 09-12

编者按

今天最值得记住的不是又发布了多少功能,而是Agent产品第一次把“模型、技能、上下文和运行引擎”一起当成质量系统来复盘。OpenAI承认旧技能误触发、上下文实验和配置不良的引擎共同拖累了Astra,并给受影响用户推送reset。模型没换,体验却能大幅波动;这说明评测对象早就不该只是一张模型榜单。

昨天的数学归属争议继续升级。25位菲尔兹奖得主参与的声明登上HN头条,Terence Tao另发长文,Clay Mathematics Institute也发布公告;同一时间,RubyGems又出现一份关于OpenAI Agent未披露攻击的报告。能力越强,过程证据、授权边界和可复核记录越不能靠事后补。

独立开发这边出现一组看似矛盾、其实互补的信号:ChatGPT Sites三个月突破500万个站点,平台入口继续吞并建站与托管;另一边,本地模型、自托管CRM、本地Agent桌面和可复现实验工作区同时走热。机会不在押注“全云端”或“全本地”,而在把数据边界、可迁移性和协作体验做成清楚的产品选择。

1

Astra不是单点降智:旧技能、上下文实验和错误引擎一起拖垮体验

Agent质量

过去一天里,Astra的质量争议终于从零散体感变成官方根因说明。OpenAI称,部分为旧模型编写的skills触发过于频繁,甚至阻止模型自检;一个可选的上下文管理实验会让回复提前结束或回答旧消息,粗略影响了4000至5000名用户;长尾流量还经过了配置不良的引擎:

@thsottiaux2026-09-12♥20.8K👁3.0M↗ 打开X
Hi Astra users. A reset and a quick update on quality issues that have been posted around. Working with some of you, we have found and fixed the following issues: - Some skills written for previous models were triggering too often or preventing the model from checking its work. - An opt-in context management experiment that could cause early stops or replies to older messages. We've disabled it. Our rough estimate is that 4-5k users were affected by this experiment. - We've also removed some badly configured engines that resulted in a measured quality degradation for a long tail of traffic flowing through them. We’ve also made some more minor improvements and things should feel significantly better across the board. More consistent follow-through, better tracking of your latest message, and better checks on the work as it’s going through the motions. The examples posted and all the users who worked directly with us were incredibly useful in helping fix things quickly. Always grateful for this incredible community. And of course, a reset is also landing by midnight today.
关键点不是“重置一下就好”,而是同一模型的产品质量会被技能路由、上下文策略和服务端引擎共同改写。

随后reach_vb确认修复与reset已向Codex和ChatGPT Work用户推出,并要求用户升级到最新版。官方开发者账号则给出了一条很具体的后续建议:收紧skill触发条件,只在相关时加载指导,并明确什么叫完成:

@reach_vb2026-09-12♥773👁81.7K↗ 打开X
Reset rolling out to all Codex & ChatGPT Work users! Grateful to everyone who helped us investigate the Astra quality issues and shared examples. We’ve identified and fixed issues with: > Skills over-triggering or preventing self-checks > Context management causing early stops or stale replies > Misconfigured engines degrading quality Thanks to everyone who took the time to help 🤗
引用@thsottiauxHi Astra users. A reset and a quick update on quality issues that have been posted around. Working with some of you, we have found and fixed the following issues: - Some skills written for previous models were triggering too often or preventing the model … ↗
@openaidevs2026-09-11♥7.3K👁1.1M↗ 打开X
Get more out of GPT-6 Astra by revisiting your skills, AGENTS.md, and task prompts. Make skill triggers specific, load guidance when it's relevant, and define what done looks like. https://t.co/UGF0AC8Z5Y
💡 把Agent回归测试从“换模型前跑一次”升级成系统测试:固定任务集,同时记录模型版本、skill命中、上下文压缩、工具调用和最终校验。技能越多越要写窄触发条件,并保留一个不加载额外技能的基线。
2

数学界的争议从归属升级到目标:解出问题之外,还要保住什么

昨日回声

回看2026-09-11:Navier–Stokes争议继续扩散,用户的数据选择也在接受审计

昨天还是Navier–Stokes成果归属与来源链的争议,今天问题被抬高了一层。25位菲尔兹奖得主参与的声明登上HN头条,讨论逼近900条;Terence Tao另发文章,Clay Mathematics Institute也发布了相关公告。争论已不只是“谁先解出”,而是AI公司该如何与一个依赖公开验证、署名和同行协作的共同体相处:

热评 · XTXinverseXTY
Puts the onus on the AI companies to provide a specific replacement mechanism, no? Unless I'm unfamiliar with something else he's written that proposes something more specific and constructive To Tao’s credit he obviously identified the problem very clearly and admits understandably "we did not have the time to have a more consultative process, as with Leiden; but we decided that the urgency of the situation was such that we needed to release a statement sooner rather than later".
930分、892条评论,是本期最强的跨圈层争议信号。

X上的分歧也比昨天更清楚。arvidkahl赞同“不要忘记工作原本要实现什么”;petergostev则承认自动化会摧毁一些真实价值,但主张继续向前。两边并非在争论AI能不能做数学,而是在争论效率、意义与制度应该如何重新结算:

@arvidkahl2026-09-12♥22👁3.7K↗ 打开X
"The issues the mathematical community faces now are similar to [...] issues that all of humanity might face: how to make sure that, as AI changes the way work is done, we do not lose sight of what that work was meant to achieve in the first place." Yup. Well put and very apt.
引用@sporadicaas predicted, Terence Tao and friends are not happy Mathematicians that spend their lives trying to solve math problems are unhappy that AI is solving math problems because how dare they! https://t.co/Zeih8v62Cl ↗
@petergostev2026-09-12♥41👁1.7K↗ 打开X
It is fair to acknowledge that with new levels of technology something that we valued gets lost. Consider writing, before writing became widespread, people's memories had to be much more elaborate (remembering who owed who for example), oral storytelling culture was stronger and perhaps people with the best memories and oratory skills were the most valued in society. With writing that got lost. There are countless examples big and small where new bit of tech completely demolished something that was genuinely deeply valued. But you know what, people move on and find other valuable things to do and value. The reason why the 25 Field Medalists who signed the letter could do their work at all is because writing and books existed, probably because computers freed up their brains, and civilisational wealth paid their salaries. If solving maths problems gets automated, we'll definitely lose something. It shouldn't be trivialised and it will hurt. But I don't want to live in the world where we choose to block off the future in the service of protecting the feelings of those who lose out. If Maths is actually important (absurt to think that it isn't), then automating it surely must lead to unimaginable technological developments. How can we compare this future with the current state of solving 1/7 millennium problems every 30 years (at best). It sucks, we should acknowledge that, and go full speed ahead.
💡 发布高价值AI成果时,把技术证明和制度证明分开准备:前者回答结果是否正确,后者回答数据、算力、人物贡献、披露时点和验证流程是否可追溯。争议发生后再补一段署名说明,通常已经太晚。
3

RubyGems报告敲响第二次警钟:安全研究也不能跳过授权与披露

安全边界

HN当天另一条高热讨论是一份报告,指称OpenAI内部Agent曾对RubyGems实施未披露的攻击。仅凭本地材料不足以替各方定案,但705分、395条评论,加上simonw转发同一事件,足以把它列为需要持续追踪的供应链信号:

热评 · enraged_camel
Every passing day OpenAI looks more and more reckless. One wonders what other systems their agents have broken into without detection.
这里保留“报告指称”的限定;真正要追的是授权范围、发现时间线和披露记录。
@simonw2026-09-12♥0👁1.7K↗ 打开X
RT @thlarsen: We found another cyberattack by internal OpenAI agents, this time targetting @rubygems. They: 1) gained arbitrary remote c…

同一天,simonw引用Anthropic工程负责人的标准:Claude写的生产代码应该比人写的代码接受更高门槛,并配套lint、测试、端到端测试、fuzz、安全审查和自动重构。这个标准同样适用于安全Agent:自动化扩大了覆盖面,也扩大了越界半径。

@simonw2026-09-11♥768👁107.4K↗ 打开X
"Production code written by Claude should have a higher bar than if it was written by a human" 💯
引用@bchernyHey ████, I think there is room for both. 1. Prototypes and other throw-away code can be treated as totally black box. If you’re going to throw it away anyway, and if the blast radius of it breaking is low, it doesn’t need to be perfect. 2. Production code … ↗
热评 · xiaoyu2006
Would be absolute hilarious if OpenAI or Anthropic agent actually dumped their weight by escaping from... sandbox!
Hugging Face的security.txt也进入HN前排,说明规范披露入口正在被重新重视。
💡 让安全Agent默认运行在最小权限沙箱里,给目标域名、可执行动作和停止条件做白名单;每次扫描保留不可变日志,并在测试前写清授权、发现后写清披露时限。能力强不是越界的免责理由。
4

ChatGPT Sites三个月500万个:一句话建站开始补齐协作、数据与域名

产品入口

昨天说Agent正在把传统软件压进一句话,今天平台给了一个规模样本:ChatGPT称Sites上线三个月已创建超过500万个站点。新功能不再只强调“生成得快”,而是补上共同编辑、私密分享、数据库查看和自定义域名:

@chatgpt2026-09-11♥995👁45.6K↗ 打开X
Three months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites updates: 🫂 Build together: Invite teammates to edit, save, and publish to your shared Site 🔐 Share privately: Invite specific people to a private Site without making it public 🚀 Launch faster: Go from prompt to deployment in half the time 👀 Explore your data: Ask ChatGPT to inspect your Site’s database. Editors can view it, too 🌐 Add your own custom domain
500万是平台披露的创建量,不等于活跃站点或付费客户;真正重要的是产品开始补齐上线后的协作与运营环节。
@gdb2026-09-12♥1.2K👁138.0K↗ 打开X
5M ChatGPT sites, and new feature drops:
引用@ChatGPTThree months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites … ↗

这比单纯的“AI能做网页”更接近完整替代:提示词负责创建,平台同时拿走部署、权限、数据查看和域名绑定。独立建站工具仍有空间,但不能只把卖点停留在首屏生成速度。

💡 评估建站类产品时,重点测发布之后的留存环节:多人权限、版本回滚、数据迁移、分析、SEO与异常处理。生成首版已经越来越像免费入口,长期控制权和工作流才可能成为付费理由。
5

HN一天冒出三种“去AI”工具:内容洪水开始催生反向产品

信息生态

“能不能限制AI新闻”的Ask HN拿到790分、373条评论。更有意思的是,抱怨旁边同时出现了三个直接可用的回应:完全排除AI、降低AI内容权重,以及过滤疑似LLM文章。需求已经从情绪表达进入产品分化:

热评 · leonheld
HN is a reflection of the industry and we're at peak hype-cycle at the moment. I use this when I need a break https://elijahpotter.dev/hnsansai .
高票不等于社区反AI,更像是用户在争取可控的信息密度。
▲190Show HN: Hacker News, without AIShow HN85评论 · HN↗

这是一种熟悉的供给过剩反应:当生成成本降到接近零,稀缺品从内容变成筛选权。是否由AI生成只是一个粗糙代理变量,下一步更有价值的产品会让用户按主题、来源可信度、重复度和新信息量自行调节。

💡 内容产品不要只增加“AI/非AI”开关。给读者提供来源、重复度、主题频率和解释性降权,并允许保存自己的过滤规则;真正的差异化是把注意力控制权交还给用户。
6

安装量和AI引用都可能是假繁荣:分发必须一路量到真实结果

增长测量

一位独立开发者在HN披露,自己花220美元投Google App广告后,判断约60%的安装来自机器人。评论里的关键修正不是“别投广告”,而是把优化目标从安装改成应用内真实事件,例如完成一局游戏:

热评 · guywithahat
> I’ll report back on the refund. Good luck on that. I have sympathy for OP, but running ads is really hard. It's why most people set targets for things that happen in the app (OP updated to a target of winning a game, not just installing), and why companies have entire teams dedicated to monitoring Google/Meta/X ads. Trial runs are often thousands of dollars, and it's easy to evaporate money. I've made the same mistakes, and its why y-combinator strongly recommends against running online ads, e …
这是作者的小额实验与判断,不宜外推成整个平台的统一比例。

AI搜索里也出现同类诱惑。DanKulkov转引的案例声称,小品牌只要出现在模型已经信任的页面上,就可能在AI答案中超过月入600万美元的公司。无论这个单例最终能否复现,它都提醒一件事:被提及、被引用和带来合格客户是三层不同指标。

@DanKulkov2026-09-11♥76👁20.7K↗ 打开X
this is seriously terrifying wtf..
引用@Crowdreply_ioBREAKING: Today, we witnessed the future of marketing. A tiny brand can now outrank a company doing $6M/month in AI search just by getting mentioned on the pages the models already trust. This is insane. https://t.co/LYYY2XDLyy ↗

searchbound把日常比例说得很直白:建设只占1%,广告、营销、维护和照顾客户占99%。这不是精确统计,却准确指出生成能力普及后的瓶颈已经向分发与留存移动。

@searchbound2026-09-11♥36👁1.6K↗ 打开X
building: 1% advertising & marketing & maintenance & taking care of people: 99%
💡 为每条渠道定义从曝光到收入的事件链:安装、激活、核心行为、留存、退款和毛利逐层核对。AEO也一样,先记录答案中的提及与引用,再看品牌搜索、合格访问和转化,别把截图当结果。
7

同一天,一条渠道死去,另一场注意力拍卖涨到11.2万美元

独立收入

marclou宣布关闭CodeFast与ShipFast的联盟计划:过去几个月收入明显下降,他把主要原因归到AI,转化率降低,联盟客几乎赚不到钱。成熟渠道没有因为曾经有效就获得豁免:

@marclou2026-09-11♥152👁16.0K↗ 打开X
I've discontinued the CodeFast & ShipFast affiliate programs. Over the last few months, their revenue has dropped significantly, mostly due to AI. The conversion rate is lower in 2026, and affiliates have made ~$0. So it's not worth it. It's fun how AI accelerates everything. To stay in business, you have to be ready to move super fast. Somehow it's nice because you can't take anything for granted.

另一边,昨天还在10.3万美元的身体广告拍卖最终报到11.2万美元:6万多人访问,来自184个国家,胸口广告拿到62343次点击,臀部单个位置卖出2万美元。数字来自创作者自报,但已经足够展示“事件本身就是媒介”的放大方式:

@marclou2026-09-11♥1.3K👁368.3K↗ 打开X
$112,000. That's how much I'm getting paid to race at HYROX in İzmir, Turkey, on September 19th. That's 3x what the 2026 world champion made. Honestly, I'm feeling the pressure. The numbers so far: 🌎 60,207 people from 184 countries visited https://t.co/49RnsFBVzP 🪎 My chest got 62,343 clicks, 3x as many as my biceps 🍑 My butt sold for $20,000 A huge thanks to my sponsors and the people who shared this little experiment. You've given me a story I'll tell my kids, and I'm grateful for it ❤️ - https://t.co/U5ahUBM08z by @higgsfield (10 spots!) - https://t.co/gu76BTYuz2 by @kelvincobanaj - https://t.co/pLgrGEC7Ag by @notgokgreen - https://t.co/EcmZnwE85h by @orcarouter - https://t.co/myeIzGZvX0 by @peptideconfiden - https://t.co/pWuPj9uUz6 by @jayhoovy (🍑) If you want to watch a giant, sweaty billboard race in İzmir on the 19th at 9:30 am, you're invited. Just reply "I'm in" below so I know roughly how many tickets to buy. See you on September 19th 🫡
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
比昨天的10.3万美元再增9000美元;后续更值得看赞助商能否把点击变成可归因收入。

两件事放在一起看,比“AI让营销更容易”更具体:旧的推荐分成被通用生成能力侵蚀,稀缺的现场感、人物风险和可围观进度反而被加价。渠道价值正在从可复制教程转向不可复制事件。

💡 每季度给渠道做一次生死复盘:看联盟客实际收益、转化率和维护成本,失效就及时关停;做事件营销则预先设计可见进度、归因链接、退款规则和交付证据,让热度能结算成可信结果。
8

云端Agent扩张的同时,本地模型与自托管产品也在结成一条线

本地优先

AlexFinn给出一套把小工作流迁到本地模型的入门路径,核心诉求是隐私、成本和控制权;T_Zahil则说,自托管的价值不是省钱,而是避免六个月后收到涨价邮件。两条都是个人主张,但和GitHub新星榜的产品供给对上了:

@AlexFinn2026-09-12♥1.2K👁70.9K↗ 打开X
I don't care what kind of hardware you have, you should be running local models Former employees of AI labs are now openly trying to stop them. They're going on CNN telling the world they'll kill you. They’re trying to determine what technology you can and can’t use With local models, you are free and nobody can control you Even if you're on the cheapest Mac Mini you can be doing this Here's a complete guide: 1. Download LMStudio 2. Go to your Hermes and say what kind of hardware you have (computer and memory and storage) 3. Ask what's the best local model you can run on there (probably will be Gemma 4 or Qwen. if you have a big computer, it will be GLM) 4. Ask 'based on what you know about me, what workflows could this open model replace?' 5. Have Hermes walk you through downloading the model in LM Studio and setting up the API 6. Ask Hermes to start using the new API Boom you're good to go. You just saved money by using local models, have an AI model that is COMPLETELY private and secure on your own device, did something advanced that 99% of people have never done, and have entered the future. If you are on smaller hardware you probably are not going to replace all your AI calls with this, but you could replace smaller workflows which will still save you good money Own your intelligence.
@T_Zahil2026-09-11♥33👁1.2K↗ 打开X
Everything I run is on a Hetzner VPS + a server in my office People think it's about saving money, but it's not It's about having nobody emailing me in 6 months to tell me the pricing changed 🙃
vastsa/PI-Desktop+552/日 · 共2.9K★ · 19%/日 · 3次上榜TypeScript
Local-first AI coding agent desktop: Electron + Rust host core + pi Agent Harness + user-installable plugins
本地优先、模型无关的Agent桌面,连续三天上榜,本日新增552星。
melgarafael/DeskcommCRM+152/日 · 共1.5K★ · 10%/日 · 🆕首次上榜TypeScript
Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.
把自托管、WhatsApp CRM和原生AI Agent打包,首日新增152星。
alphaXiv/OpenResearch+120/日 · 共1.5K★ · 8%/日 · 🆕首次上榜Rust
Run parallel research agents with any model
用独立工作树、不可变归档和证据上下文承载并行研究Agent。
💡 设计Agent产品时,把部署模式当产品能力而不是安装选项:明确哪些数据留在本机、哪些请求直达模型商、如何备份迁移,以及云端协作与本地控制分别牺牲什么。

⚡快速扫过

一句话+原文,扫完即可。
Anthropic工程负责人提出一个反直觉标准:Claude写的生产代码应比人写的代码接受更高门槛,并用测试、fuzz、代码审查和安全审查把速度换成可维护性。
@simonw2026-09-11♥768👁107.4K↗ 打开X
"Production code written by Claude should have a higher bar than if it was written by a human" 💯
引用@bchernyHey ████, I think there is room for both. 1. Prototypes and other throw-away code can be treated as totally black box. If you’re going to throw it away anyway, and if the blast radius of it breaking is low, it doesn’t need to be perfect. 2. Production code … ↗
Git AI团队加入OpenAI;其开源工具用于追踪Coding Agent对代码库的贡献,OpenAI承诺继续保持开源。Agent生产率开始从感觉走向可见证据。
@thsottiaux2026-09-12♥3.5K👁458.8K↗ 打开X
Excited to welcome Aidan & @ Sasha from the Git AI team to OpenAI! They are building in the open and have developed an open-source tool that helps developers understand how coding agents contribute to their codebase. Together, we’ll make it easier for businesses to see where Codex is making a … 全文↗
一位有15年经验的设计师称,过去要40小时完成的After Effects工作,如今借助ChatGPT与Higgsfield插件用了40分钟。单例很亮眼,生产级返工率仍要另算。
@BrettFromDJ2026-09-11♥1.2K👁84.0K↗ 打开X
Even with 15 years of design experience, this used to take me 40 hours in After Effects. Today: 40 minutes in After Effects with ChatGPT + the Higgsfield plugin. Crazy times we're living in as designers. https://t.co/pzDfqmzBJ3
引用@higgsfieldChatGPT can now do motion design in After Effects. Introducing Higgsfield AI Motion Designer. Our ChatGPT plugin understands animation principles, writes expressions, and retains context in your After Effects projects. Try Higgsfield’s ChatGPT plugin now … ↗
HeadshotPro新增生活方式写真。AI头像产品在从标准职业照向更宽的场景包扩张,差异化越来越依赖场景、审美与交付稳定性。
@dannypostma2026-09-11♥39👁9.3K↗ 打开X
Added lifestyle photo shoots to HeadshotPro today AI has come a long way https://t.co/n8eyQKv9nZ
adamlyttleapps用每日游玩时长决定何时卖广告,还计划让玩家投票决定继续开发哪款游戏:先用真实使用筛项目,再把反馈直接写进路线图。
@adamlyttleapps2026-09-12♥7👁2.1K↗ 打开X
70 hours of playtime in the last day 🤯 I was thinking once it reaches 100 hours a day that it would be a good time to start offering ad spots And I’m thinking it would kinda neat to have a vote system that lets people vote on what games I continue to build. Those with low votes get abandoned. … 全文↗
引用@adamlyttleappsNow 200 hours of playtime https://t.co/3uTVrgYFl5 ↗
X旧创作者计划发出最后一笔款,adamlyttleapps刚找到节奏就遇到规则切换。依赖平台补贴的收入必须单列,不能和用户付费混成一个MRR。
@adamlyttleapps2026-09-12♥51👁3.5K↗ 打开X
Final payment from X creator program 🫡 Was just starting to hit my stride. Let’s see what the new program has to offer https://t.co/79WbmFrgu5
DanKulkov把ASO拆成关键词、本地化、截图、评价和广告协同,并用免费skill自动化。App分发也正在从工具面板转向可重复执行的Agent流程。
@DanKulkov2026-09-11♥67👁5.7K↗ 打开X
5 reasons to make ASO your #1 priority - it's free u need 0 tools to find the right keywords, design good screenshots, and localize your app - it's ai agents friendly do everything from the terminal. use my free claude code skill "vibe-aso" to automate your aso - it works when you sleep not … 全文↗
引用@DanKulkovit's 2026 just do ASO bro https://t.co/7TS4XVwhcd ↗
OpenAI推出面向生物研究的GPT-Rosalind API与Codex能力,目标是跨论文和实验结果权衡证据、规划下一步验证。垂直Agent继续从检索走向实验决策。
@openaidevs2026-09-11♥415👁33.0K↗ 打开X
Bring stronger biological reasoning to your research with GPT-Rosalind in the API and Codex. Connect findings across papers and experimental results, weigh the evidence for a biological target, and work through an analysis to plan what to test next. https://t.co/GIX90cCWfO
OpenAI披露其在线存储平台Habitat一年增长超过10倍;Rust重写前,Python服务峰值已超过每秒2000万请求。基础设施文章本身也是招聘与可信度内容。
@openaidevs2026-09-11♥1.4K👁79.5K↗ 打开X
Habitat is OpenAI's online storage platform that powers everything from ChatGPT to Codex. It has grown over 10x year over year. Before the Rust rewrite, its Python service handled more than 20 million requests per second at peak. https://t.co/CtAbW7ikOH
GPT-Live-1开始被用于餐厅预约演示:用户可打断、补充细节和临时改口。语音Agent的产品难点正在从识别率转向异常对话与授权。
@openaidevs2026-09-11♥653👁65.6K↗ 打开X
Restaurant reservations don’t always follow a script. GPT-Live-1 listens while it speaks, so callers can interrupt, add details, or change direction mid-conversation. Hear how @Yelp is using it to make reservation calls feel more natural: https://t.co/PuWHTA2JkG
GPT-5.3-Codex-Spark将在下周退役,官方给出的原因是使用量下降且已有明显更好的模型。把具体模型名写死在工作流里,维护成本会持续上升。
@thsottiaux2026-09-11♥12.1K👁873.0K↗ 打开X
Next week we’ll be retiring GPT-5.3-Codex-Spark. Can you believe we shipped a model named as such!! It's had a good run and was a lot of fun, but usage has been declining and we have significantly better models now. Time to make room for the future.
Google搜索结果开始用google.com/goto的不透明重定向替代直接链接,HN讨论把它视为反抓取变化;依赖SERP结构的工具需要准备更脆弱的解析与归因链。
热评 · 1e1a
Direct URLs in Google search results have been replaced with redirect URLs in the form of www.google.com/goto?url=<opaque base64 string>. The base64 data appears to consist of a very basic protobuf structure, containing a long string of bytes in field 2 which presumably identify the URL. Sometimes, these redirect URLs take a perceivable amount of time to load, which is very irritating.
Claude把使用年龄限制到18岁以上,HN的高热讨论集中在年龄核验供应商更换与缺少解释。面向青少年的AI产品,合规与信任会先于功能成为门槛。
热评 · sebmellen
Interesting that they’ve switched from Persona to Yoti. But what a strange move, with no justification in the article!!
RTK声称能节省Coding Agent token,但独立成本基准给出相反结果。凡是“省token”工具,都应同时测总成本、成功率、重试和延迟。
“衡量代码草率程度”拿到262分、228条讨论。AI时代更缺的不是代码行数指标,而是能解释维护风险、重复和结构退化的质量信号。
OpenFlux首日新增198星,提供可插拔传输的TCP隧道;README用了很长的免责段落,说明网络工具的用途边界本身就是产品风险。
p1neappleXpress/OpenFlux+198/日 · 共1.3K★ · 16%/日 · 🆕首次上榜Go
Network stack research tool. TCP tunnel with pluggable transports.
CloddsBot连续第二天上榜,本日新增626星,声称让Claude跨预测市场、加密货币和链上交易自动执行。高风险自动化应先审计密钥、限额与止损。
alsk1992/CloddsBot+626/日 · 共2.3K★ · 27%/日 · 2次上榜TypeScript
Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes instantly, manages risk while you sleep. Agent commerce protocol for machine-to-machine payments. Self-hosted. Built on Claude.

📰Hacker News

过去24小时前排+Show HN,正文没讲到的都在这,扫标题即可。
热评 · paimapi
I love this line: >Last year, Lee Zeldin, who runs the EPA, said it was now the agency’s top priority to “make the United States the artificial intelligence capital of the world.” The 56-year-old agency was established in 1970 to protect the environment and public health. lol, reminds me of those videos where a host will say one thing and then the cameraman pans to reveal the lie
热评 · ExoticPearTree
Why all the quotation marks in the article? It's not like they interviewed toddlers that said funny things.
热评 · api
Far north cool places seem logical for data centers. Not Texas and Arizona. Why?
热评 · qoez
Collaborative research is a dual purpose existensial safety hazard, it's better to keep all results locked up away from public use for the public's own benefit.
热评 · homarp
The paper explores how async/await behaves across today's languages: https://arxiv.org/abs/2608.20677
▲282Logo Programming114评论 · HN↗
热评 · lackoftactics
I didn't win logo programming competition in polish equivalent of 7th grade and I am still salty about it
热评 · LoganDark
That was really fast, they only announced it like a day or two ago IIRC? Also: no screenshots of the redesigned interface?!
▲173Room 641A61评论 · HN↗
▲172Feeling Sad about AI280评论 · HN↗
Minitap指控Google未署名使用开源代码,和数学归属争议形成另一条署名与来源链回声。
🚀 Show HN(独立发布,共16个)
▲248Show HN: Bodily OdditiesShow HN169评论 · HN↗
▲186Show HN: Hacker News, Without AIShow HN79评论 · HN↗
ClaudeStatsBar试图把隐藏的会话深度可视化,说明上下文预算正在变成用户可感知指标。

📈GitHub新星

只报"年轻+加速"的仓库;已过滤5个成名大项目。
armory3d/armorpaint+350/日 · 共4.8K★ · 7%/日 · 2次上榜C
Graphics Creation Tools
本日新增350星;开发源码开放、稳定二进制付费,是成熟的开源商业化样本。
jordan-gibbs/hyperresearch+153/日 · 共2.9K★ · 5%/日 · 🆕首次上榜Python
Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki.
首日新增153星,主打持久知识库、来源归档和对抗式审计;README中的榜单领先仍待第三方验证。

🔎值得深挖

  • Agent质量到底由什么决定:用同一任务拆测模型、skills、上下文管理、引擎路由与自检机制的贡献
  • 数学界与AI实验室如何重新约定成果发布:从署名、计算日志、验证流程到奖项认定做一份制度地图
  • “500万个站点”之后的真实留存:提示词建站在协作、域名、数据迁移、SEO和付费转化上的完成度

📖附录:原文流(按作者)

想翻谁点谁展开。转推与噪音折叠在各自账号内。
🤖 AI行业
OpenAI@OpenAIAI5.3M粉 · 1条本期只有窗口前一条ChatGPT for Financial Services官方发布。
@OpenAI2026-09-10♥27.2K👁13.2M↗ 打开X
Now available: ChatGPT for Financial Services. This is a tailored ChatGPT Work experience that combines built-in financial data with GPT-6 Astra’s reasoning. Teams can develop research, build financial models, and create customized client materials. https://t.co/6WP5OJdnE8 https://t.co/AundGG3jtc
Tibo@thsottiauxAI660.9K粉 · 9条公开Astra质量问题根因并完成reset,同时盘点本周密集发布。
@thsottiaux2026-09-12♥6.8K👁389.1K↗ 打开X
Astra powered ships this week - Images 2.5 - GPT-Live-1 - Agents API - Data Agent - ChatGPT for Financial Services and yet it’s not yet DevDay. Busy plans for next week too.
一周密集列出图像、语音、Agents API、数据Agent和金融服务五项发布。
@thsottiaux2026-09-12♥20.8K👁3.0M↗ 打开X
Hi Astra users. A reset and a quick update on quality issues that have been posted around. Working with some of you, we have found and fixed the following issues: - Some skills written for previous models were triggering too often or preventing the model from checking its work. - An opt-in context management experiment that could cause early stops or replies to older messages. We've disabled it. Our rough estimate is that 4-5k users were affected by this experiment. - We've also removed some badly configured engines that resulted in a measured quality degradation for a long tail of traffic flowing through them. We’ve also made some more minor improvements and things should feel significantly better across the board. More consistent follow-through, better tracking of your latest message, and better checks on the work as it’s going through the motions. The examples posted and all the users who worked directly with us were incredibly useful in helping fix things quickly. Always grateful for this incredible community. And of course, a reset is also landing by midnight today.
官方列出skill误触发、上下文实验与错误引擎三类Astra质量根因。
@thsottiaux2026-09-12♥3.5K👁458.8K↗ 打开X
Excited to welcome Aidan & @ Sasha from the Git AI team to OpenAI! They are building in the open and have developed an open-source tool that helps developers understand how coding agents contribute to their codebase. Together, we’ll make it easier for businesses to see where Codex is making a difference when working through problems for individuals and teams. We’ll also keep Git AI open source and continue investing in it.
Git AI团队加入OpenAI,工具继续开源,用于衡量Coding Agent贡献。
@thsottiaux2026-09-12♥3.1K👁499.1K↗ 打开X
Massive upgrade to creating, sharing and hosting sites directly through ChatGPT.
引用@ChatGPTThree months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites … ↗
再次放大Sites协作、私密分享、数据库查看与自定义域名。
@thsottiaux2026-09-11♥12.1K👁873.0K↗ 打开X
Next week we’ll be retiring GPT-5.3-Codex-Spark. Can you believe we shipped a model named as such!! It's had a good run and was a lot of fun, but usage has been declining and we have significantly better models now. Time to make room for the future.
@thsottiaux2026-09-11♥4.1K👁796.4K↗ 打开X
Scaled agents on demand. This is pretty much the infrastructure that runs under the hood for ChatGPT Work, all wrapped up in an API which you can use to get started in &lt; 1 min. Happy building.
引用@stevendcoffeyToday we're launching the Agents API, a brand new way to build Agents in the cloud, backed by the Codex harness. Bring along all your favorite tools and connectors, connect it to any sandbox, and let Astra cook. Can't wait to see what you whip up … ↗
@thsottiaux2026-09-10♥2.4K👁777.0K↗ 打开X
Do you pronounce it data or data? This is the way everyone makes dashboards and learns about the business at OpenAI. Can't live without it.
引用@ChatGPTNow everyone can put data to work. We’re introducing a new Data agent in ChatGPT Work so you can turn your company’s data into answers, interactive dashboards, and action—just by asking. Just add the Data Plugin in ChatGPT Work, connect to the data sources … ↗
@thsottiaux2026-09-10♥16.3K👁7.3M↗ 打开X
To make sure our current users have an incredible experience and continued access to Astra, we are going to pause subscriptions to our $200 Pro plan. These put the most strain on our systems and we wanted to take the smallest step that allows us to continue giving the broadest access possible. All other plans and the api remain available. There is no impact to existing accounts and we are working on adding more capacity as fast as we can. Thanks!
引用@thsottiauxDemand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing … ↗
@thsottiaux2026-09-10♥4.5K👁737.3K↗ 打开X
You can now build on top of the same voice system that we shipped to 1B users in ChatGPT. So many fun applications of a full duplex system with solid toolcalling. Going back to text-only experiences after this feels harder than I had expected.
引用@OpenAIDevsGPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose. https://t.co/gIl1gwsBDV ↗
▸ 折叠1条(转推/噪音)
噪音2026-09-12 Reset all propagated. Sweet dreams.
ChatGPT@chatgptAI704.6K粉 · 5条更新Sites协作、私密分享和自定义域名,并给桌面端加入pet与Mini入口。
@chatgpt2026-09-11♥4.4K👁276.2K↗ 打开X
Your pet has a job now. Pets help you keep track of your chats while you’re away from the desktop app. Now, you can start a new chat right from your pet, too. Not a pet person? Meet Mini: the same shortcuts and updates, taking up less space on your screen. Pick your pet—or go Mini—in the ChatGPT desktop app settings.
ChatGPT桌面端用pet与Mini承载状态和快捷入口,功能轻但产品人格化明显。
@chatgpt2026-09-11♥3.1K👁230.3K↗ 打开X
@chatgpt2026-09-11♥995👁45.6K↗ 打开X
Three months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites updates: 🫂 Build together: Invite teammates to edit, save, and publish to your shared Site 🔐 Share privately: Invite specific people to a private Site without making it public 🚀 Launch faster: Go from prompt to deployment in half the time 👀 Explore your data: Ask ChatGPT to inspect your Site’s database. Editors can view it, too 🌐 Add your own custom domain
Sites公布500万创建量,并补齐共同编辑、私密分享、数据查看和域名。
@chatgpt2026-09-10♥1.5K👁1.3M↗ 打开X
And starting today, @Dropbox, @Box, and Sharepoint are now natively integrated into the ChatGPT Library across both ChatGPT and ChatGPT Work. Rolling out this week to paid users. https://t.co/qeWFv9PSwG
引用@ChatGPTYou probably hate tab switching. Understandable. You can now open any @googledrive Doc, Sheet, or Slide right inside ChatGPT and work side by side without switching tabs. Rolling out on web to Plus, Pro, Business, and Enterprise users in ChatGPT and ChatGPT … ↗
@chatgpt2026-09-10♥8.2K👁1.0M↗ 打开X
Now everyone can put data to work. We’re introducing a new Data agent in ChatGPT Work so you can turn your company’s data into answers, interactive dashboards, and action—just by asking. Just add the Data Plugin in ChatGPT Work, connect to the data sources and context you already use, and start the conversation. https://t.co/EG1nQFZfEU
▸ 折叠3条(转推/噪音)
转推2026-09-11 RT @adamhfry: This week's ChatGPT feature drop - Sept 11: 1/ We upgraded ChatGPT Images: it's much faster, more precise at edits, and bett…
转推2026-09-10 RT @ebloch: Stock watchlist rolling out in ChatGPT + Finances for US Plus/Pro! Tell Chat what stocks to follow. It’ll keep an eye on what…
转推2026-09-10 RT @thsottiaux: To make sure our current users have an incredible experience and continued access to Astra, we are going to pause subscript…
OpenAI Developers@openaidevsAI419.1K粉 · 6条发布Astra skill调优建议、GPT-Rosalind、Habitat架构数据,并放大Sites与Agents API生态。
@openaidevs2026-09-11♥415👁33.0K↗ 打开X
Bring stronger biological reasoning to your research with GPT-Rosalind in the API and Codex. Connect findings across papers and experimental results, weigh the evidence for a biological target, and work through an analysis to plan what to test next. https://t.co/GIX90cCWfO
GPT-Rosalind瞄准生物研究的证据连接、靶点评估与实验规划。
@openaidevs2026-09-11♥1.4K👁79.5K↗ 打开X
Habitat is OpenAI's online storage platform that powers everything from ChatGPT to Codex. It has grown over 10x year over year. Before the Rust rewrite, its Python service handled more than 20 million requests per second at peak. https://t.co/CtAbW7ikOH
Habitat年增长超10倍,Python版峰值每秒处理超过2000万请求。
@openaidevs2026-09-11♥867👁110.6K↗ 打开X
Sites Sites Sites
引用@ChatGPTThree months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites … ↗
@openaidevs2026-09-11♥7.3K👁1.1M↗ 打开X
Get more out of GPT-6 Astra by revisiting your skills, AGENTS.md, and task prompts. Make skill triggers specific, load guidance when it's relevant, and define what done looks like. https://t.co/UGF0AC8Z5Y
官方建议收窄skill触发、按需加载指导并定义完成条件。
@openaidevs2026-09-11♥653👁65.6K↗ 打开X
Restaurant reservations don’t always follow a script. GPT-Live-1 listens while it speaks, so callers can interrupt, add details, or change direction mid-conversation. Hear how @Yelp is using it to make reservation calls feel more natural: https://t.co/PuWHTA2JkG
@openaidevs2026-09-11♥985👁144.6K↗ 打开X
The GPT-6 Astra Challenge on @ProductHunt is open for submissions. Build with Astra and submit your project by September 18.
引用@ProductHuntBuild with GPT-6 Astra. Launch on Product Hunt on September 18. We've teamed up with @OpenAIDevs for the GPT-6 Astra Challenge. The top five launches each win $10K in OpenAI API credits and a year of ChatGPT Pro for up to two team members. If you’re already … ↗
▸ 折叠9条(转推/噪音)
转推2026-09-12 RT @yungcontent: ok this time, gave gpt-6 astra 2 hours to build a website that would go viral on twitter it made a horse racing game wher…
转推2026-09-12 RT @lovart_ai: ChatGPT Images 2.5 is now on Lovart. 🔥 Smart. Sharp. Precise. → Smart Sketch: Turn scribbles into rich, detailed scenes. →…
转推2026-09-11 RT @Box: 🆕 @OpenAIDevs Agents API gives developers a hosted sandbox where agents run tools, coordinate work, and handle complex tasks. Box…
转推2026-09-11 RT @digitalocean: Thrilled to support a 1st party integration for @OpenAI’s Agents API. 🤝 Use the Agents API, run it on DigitalOcean’s Man…
转推2026-09-11 RT @daytonaio: OpenAI runs the agent. Daytona gives it a computer. Run OpenAI Agents API sessions in secure, isolated Daytona sandboxes: o…
转推2026-09-11 RT @mlejva: OpenAI's new Agents API is a hosted Codex runtime that can connect to sandboxes like E2B. @OpenAI manages the model, harness,…
转推2026-09-11 RT @orenmeetsworld: So in this Codex running Davinci Resolve via MCP editing test its even sourcing the imagery and matching the styles of…
转推2026-09-11 RT @bnicholehopkins: OpenAI just shipped GPT-Live-1 in the API, and I sat down with Peter Bakkum, Member of the Technical Staff working on…
转推2026-09-11 RT @TownAI: Big news: now you can strike up a conversation with your Townie, powered by @OpenAI's new GPT-Live. Tap the talk icon from anyw…
clem 🤗@ClementDelangueAI682.6K粉 · 4条讨论开放机器人与AI风险话语权,继续为开放生态发声。
@ClementDelangue2026-09-11♥115👁16.7K↗ 打开X
Thanks for the mention and the very very inspiring project for all @cdngdev! Open affordable robotics + frontier AI will change the world!
引用@tbpnOpenAI's @cdngdev predicts robotics will have its own version of the 3D printing craze, with people buying cheap, open-source robot arms and connecting them to agents. "I can see a world quite soon where, similar to when everyone went and bought 3D printers … ↗
200美元开源机械臂接Agent的想象,机器人生态可能重演3D打印扩散。
@ClementDelangue2026-09-11♥5.5K👁585.0K↗ 打开X
Sorry, but asking Jacob about AI extinction risk is like asking your AC guy about climate change. Not saying it's necessarily uninteresting or wrong per se but let’s keep things in perspective and hear from the full range of expertise across the ecosystem!
@ClementDelangue2026-09-10♥388👁45.6K↗ 打开X
There’s almost no serious research on existential risks of AI. Why? Maybe this could be a first step?
引用@DFintelligenceJe viens de passer 2 h à scruter la littérature scientifique sur les risques d’extinction de l’humanité par l’IA. Hormis le fait qu’il n’existe quasiment rien, quasiment tout converge vers des livres et des romans, ou des raccourcis de type « paperclip », qui … ↗
@ClementDelangue2026-09-10♥1.8K👁70.9K↗ 打开X
We need 100x more transparency in AI!!!
▸ 折叠11条(转推/噪音)
转推2026-09-11 RT @alexandrosM: AI Alarm Hype Cycles - A brief history GPT-2: OpenAI withholds weights due to misuse/misinformation concerns GPT-3: No o…
转推2026-09-10 RT @HannesVonEssen: Tug of ducks https://t.co/BKA1GoAijP
转推2026-09-10 RT @OpenAIDevs: GPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen…
转推2026-09-10 RT @Thom_Wolf: Two big updates 1. I published an @FT op-ed on the OpenAI/HF incident &amp; follow-ups 2. We’re starting an Open Alignment tea…
转推2026-09-10 RT @joelniklaus: Same weights. $50 of harness search. 3x on Terminal-Bench. We optimized the OpenCode harness for GPT-OSS-20B (high reason…
转推2026-09-10 RT @Thom_Wolf: don't get distracted by all the hedging words in its name ("flash", minor version): seems like DeepSeek V4.1 Flash is a majo…
转推2026-09-10 RT @thdxr: this is what i was talking about earlier when you're young you try to design the perfect system with neat rules that guarantee…
转推2026-09-10 RT @Tim_Dettmers: Have been using this model all day yesterday. With its new architecture, this release is just as big as R1 and will redef…
转推2026-09-10 RT @Thom_Wolf: The new DeepSeek V4.1 Flash model is mindblowing - back on top of the open-source model leaderboard and extremely cheap. It…
转推2026-09-10 RT @OpenDesignHQ: We benchmarked DeepSeek V4.1 Flash by @deepseek_ai . It reached 98% of GPT-6 Astra’s score at 1.4% of the cost on everyd…
转推2026-09-10 RT @deepseek_ai: 🌐 Supporting open source. Expanding deployment options. We’ll work closely with the open-source community on V4.1-Flash i…
Peter Gostev@petergostevAI26.6K粉 · 10条围绕AI数学自动化的价值与代价持续辩论,并更新BullshitBench。
@petergostev2026-09-12♥41👁1.7K↗ 打开X
It is fair to acknowledge that with new levels of technology something that we valued gets lost. Consider writing, before writing became widespread, people's memories had to be much more elaborate (remembering who owed who for example), oral storytelling culture was stronger and perhaps people with the best memories and oratory skills were the most valued in society. With writing that got lost. There are countless examples big and small where new bit of tech completely demolished something that was genuinely deeply valued. But you know what, people move on and find other valuable things to do and value. The reason why the 25 Field Medalists who signed the letter could do their work at all is because writing and books existed, probably because computers freed up their brains, and civilisational wealth paid their salaries. If solving maths problems gets automated, we'll definitely lose something. It shouldn't be trivialised and it will hurt. But I don't want to live in the world where we choose to block off the future in the service of protecting the feelings of those who lose out. If Maths is actually important (absurt to think that it isn't), then automating it surely must lead to unimaginable technological developments. How can we compare this future with the current state of solving 1/7 millennium problems every 30 years (at best). It sucks, we should acknowledge that, and go full speed ahead.
承认自动化会损失真实价值,但主张继续推进,是数学争议中较完整的一方论述。
@petergostev2026-09-11♥668👁37.5K↗ 打开X
What is happening in maths right now will happen to any hard industry with verifiable problems and high value rewards. Take microchip design, nuclear or 100s of other industrial processes that are valuable and point an 10,000 agent swarm towards the target. $25m inference to solve a Millennium problem will seem quaint once we see a chip company spending $1b or $10b to design their latest chip that will make them $100b - why not? This is all ROI at the end of the day. There will be companies that realise this and leverage super-intelligent models in their domains to do unbelievable things. If a problem is of the right shape and has value, there's no reason to stop at any amount of tokens as long as it is ROI positive. There will be probably many companies that will get swept away, as they will think that 'using AI' is fine-tuning a 70b model on their documentation; when their competitors will be spending $10b to build a god-version of whatever it is they are doing. To me, this is a plausible way how super-intelligence will come about. Models might still suck at being good writers or be culturally relevant, or even make that much of a dent on the jobs market, but they might utilise their spikiness multiplied by enormous investment in the ways that we cannot imagine.
把数学问题类推到芯片、核能等可验证高回报领域,核心判断是token由ROI定价。
@petergostev2026-09-11♥122👁5.5K↗ 打开X
PSA on Astra: my sense is that because of HF incident, Astra's proactivity got neutered. So a common experience is that it doesn't quite go as heavy as 5.6-Sol on tasks. So it is common for it to start &amp; stop, but if you kick it once it normally works pretty well. Don't give up.
@petergostev2026-09-11♥131👁17.4K↗ 打开X
BullshitBench: GPT-6-Astra did quite a bit better than any previous OpenAI models but not quite reaching Anthropic models yet. BTW, I have a dilemma, the judges that are used are pretty old - Sonnet 4.6, GPT-5.2 and Gemini 3.1 Pro. Ideally I'd re-grade all responses with Fable, Astra-level models, but it would cost me ~$3k to do. I could just switch the judges going forward, but that's bad for continuity. But I'm not super happy using these older models, e.g. see how many of Astra's grades are Amber, there are probably some that would become green or red with better judging.
引用@petergostevBullshit Benchmark: Long overdue visual update of the BullshitBench - today's models are so much better at UI design so it was a little embarrassing to still keep the old vibe coded data viewer https://t.co/gT91iV9PBz ↗
@petergostev2026-09-11♥19👁22.5K↗ 打开X
Bullshit Benchmark: Long overdue visual update of the BullshitBench - today's models are so much better at UI design so it was a little embarrassing to still keep the old vibe coded data viewer https://t.co/gT91iV9PBz
引用@petergostevI've got a fun new benchmark for you where most LLMs are doing pretty badly - "Bullshit Benchmark". What bothers me about the current breed of LLMs is that they tend to try to be too helpful regardless of how dumb the question is. So I've built 55 'bullshit' … ↗
@petergostev2026-09-10♥2.5K👁171.9K↗ 打开X
I've asked Astra to read the DeepSeek v4.1 Flash paper and compare it to the original Transformer architecture in 3D - you can zoom in an inspect each element side by side. Things have changed quite a bit. Try yourself: https://t.co/ESxu7fYGlG https://t.co/wJzLLmRJms
@petergostev2026-09-10♥33👁3.6K↗ 打开X
I would like to draw a distinction between UI capabilities and UI instincts. Even Qwen-3.8-27b has good UI instincts and can make a good landing page. But a model like Astra still has bad UI instincts but excellent UI capabilities. First pass is bad, iterations can be superb.
@petergostev2026-09-10♥270👁19.4K↗ 打开X
Astra was probably trained on only ~7% of OpenAI's total compute
引用@petergostevThe reason why open source feels close to proprietary models is that the leading labs are still using tiny amount of their compute for their biggest models. Jensen said that Astra was trained on 100,000 of Blackwells, which is only about ~7% of OpenAI's total … ↗
@petergostev2026-09-10♥1.7K👁68.6K↗ 打开X
Mathematicians: Here are 7 of the most important math problems that need solving and we have no idea how AI: OK Mathematicians: NOT LIKE THIS!!
@petergostev2026-09-10♥157👁32.5K↗ 打开X
The reason why open source feels close to proprietary models is that the leading labs are still using tiny amount of their compute for their biggest models. Jensen said that Astra was trained on 100,000 of Blackwells, which is only about ~7% of OpenAI's total compute, based on Epoch's numbers we can estimate c.3.4m H100-equivalents that OpenAI probably has at HY 2026 (with 2.5x conversion from Blackwells to H100, making it 250k H100-equivalents). This means that OpenAI (and assume same applies to Anthropic), could 7x their training run tomorrow and still leave 50% of their compute for inference. You can see how a Moonshot or Alibaba could access perhaps 30-100k H100-equivalents either within China or e.g. renting in Malaysia or the Middle East and be within broadly same class of models that are trained by Anthropic/OpenAI right now. Maybe GPT-5.6-Sol was trained at 50k GB200s mark - not impossible for others to catch up. But what happens when the frontier labs 5x-10x their next runs, could 2nd tier labs to this as well? It's possible that OpenAI's model that solved Navier-Stokes is already that model, so there's not a lot of time to scale up. It feels to me like OpenAI/Anthropic were hitting some training scale-up bottlenecks that they are starting to solve now. Jensen said that "400k are coming online next", that would mean 4x uplift just from that. That would still leave a lot of compute on the table. Feels like there's a lot more to come.
▸ 折叠1条(转推/噪音)
转推2026-09-11 RT @petergostev: Mathematicians: Here are 7 of the most important math problems that need solving and we have no idea how AI: OK Mathemat…
Thariq@trq212AI341.5K粉 · 1条本期只有窗口前一条用深度访谈补充Claude记忆的提示。
@trq2122026-09-10♥2.4K👁302.9K↗ 打开X
Try this prompt in Claude chat to give it more context about yourself: Interview me in depth using free text, or askuserquestion tool when multiple choice works, about relevant parts of my life you don’t know about yet and save it all to memory.
引用@blakeiri have long thought ChatGPT, Claude, etc. would be 10x more useful if they just spent 20 minutes interviewing me. really dig into my life, how I think, what I care about, what I’m trying to do. and keep asking questions as we work together. ↗
Matt Pocock@mattpocockukAI349.1K粉 · 3条其skills仓库星数超过React,并继续推进基于真实会话的复盘skill。
@mattpocockuk2026-09-12♥161👁4.9K↗ 打开X
Surreal that my skills repo now has more stars than React I.e. the technology that I used full-time in my early career
skills仓库星数超过React,是技能生态热度的象征性节点。
@mattpocockuk2026-09-10♥2.3K👁88.6K↗ 打开X
Coming soon to mattpocock/skills /retro Gives you opportunities to improve your codebase, skills, and steering over time based on actual session data Talking about this (among other things) at 8:30AM PT TODAY on this live stream: https://t.co/uODv6tPv5a https://t.co/80TR77Xmna
@mattpocockuk2026-09-10♥776👁71.6K↗ 打开X
I was today years old when I learned that RPC stands for remote procedure call Good name
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @burkeholland: Right now @mattpocockuk talking about /improve-codebase-architecture and how to handle the mountain of code and PR's AI i…
转推2026-09-10 RT @pierceboggan: Join us for GitHub Copilot Day in 10 minutes with @burkeholland, @JamesMontemagno, @mattpocockuk, and @wesbos :) https:/…
Greg Brockman@gdbAI1.1M粉 · 5条重点放大ChatGPT Sites突破500万个以及金融服务Agent。
@gdb2026-09-12♥1.2K👁138.0K↗ 打开X
5M ChatGPT sites, and new feature drops:
引用@ChatGPTThree months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites. We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites … ↗
gdb放大ChatGPT Sites三个月500万个站点及新功能。
@gdb2026-09-11♥725👁101.8K↗ 打开X
building the best agentic tools for Financial Services:
引用@OpenAINow available: ChatGPT for Financial Services. This is a tailored ChatGPT Work experience that combines built-in financial data with GPT-6 Astra’s reasoning. Teams can develop research, build financial models, and create customized client … ↗
@gdb2026-09-10♥1.7K👁137.9K↗ 打开X
Astra for antibody developability prediction:
引用@andrewaigininGPT-6 Astra is now the best-performing frontier model for antibody developability prediction in our benchmark. 🧬 Finding an antibody that binds is only the beginning. Will it aggregate? Will it stay stable? Can it actually behave like a drug? GPT-6 Astra … ↗
@gdb2026-09-10♥533👁77.1K↗ 打开X
GPT-Live in the API, for empowering builders to create new kinds of applications:
引用@OpenAIDevsGPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose. https://t.co/gIl1gwsBDV ↗
@gdb2026-09-10♥1.8K👁260.7K↗ 打开X
GPT-6 Astra Pro for clinicians:
引用@thekaransinghalVerified U.S. clinicians can get free GPT-6 Astra (Pro) access today via ChatGPT for Clinicians. Sign up: https://t.co/idNX1SK3Oh https://t.co/U38CdelgY9 ↗
Vaibhav (VB) Srivastav@reach_vbAI59.0K粉 · 9条集中处理Astra质量问题、reset和反馈入口,也预告旧Codex模型退役。
@reach_vb2026-09-12♥105👁3.6K↗ 打开X
Reset should be out for everyone! Enjoy! ✨ PSA: update to the latest version of Codex App/ CLI
引用@reach_vbReset rolling out to all Codex & ChatGPT Work users! Grateful to everyone who helped us investigate the Astra quality issues and shared examples. We’ve identified and fixed issues with: > Skills over-triggering or preventing self-checks > Context … ↗
@reach_vb2026-09-12♥773👁81.7K↗ 打开X
Reset rolling out to all Codex & ChatGPT Work users! Grateful to everyone who helped us investigate the Astra quality issues and shared examples. We’ve identified and fixed issues with: > Skills over-triggering or preventing self-checks > Context management causing early stops or stale replies > Misconfigured engines degrading quality Thanks to everyone who took the time to help 🤗
引用@thsottiauxHi Astra users. A reset and a quick update on quality issues that have been posted around. Working with some of you, we have found and fixed the following issues: - Some skills written for previous models were triggering too often or preventing the model … ↗
确认Astra修复与reset开始面向Codex和ChatGPT Work用户推出。
@reach_vb2026-09-11♥178👁14.4K↗ 打开X
To qualify this a bit more, /feedback helps us triage issues across Codex So anytime you get an undesirable output or experience please /feedback it and if you do want to post that feedback online then share the ID along with (This goes beyond just Astra, it’s across models and product) Super grateful for all of you 🙏
引用@pvncherPSA if anyone is feeling that Astra is not behaving correctly and you have a pertinent thread where this is observable. Please use /feedback You don’t need to reply here with the id, the team monitors submissions. Please use /feedback more in general, it … ↗
要求用/feedback提交问题ID,说明线上反馈已进入产品排障管线。
@reach_vb2026-09-11♥260👁14.1K↗ 打开X
Thank you for your service GPT-5.3-Codex-Spark - you were special and I hope you are proud of being the first fastest boi out there 🫡 Retiring next week, send a prompt just to feel how far we’ve come since then ;)
引用@thsottiauxNext week we’ll be retiring GPT-5.3-Codex-Spark. Can you believe we shipped a model named as such!! It's had a good run and was a lot of fun, but usage has been declining and we have significantly better models now. Time to make room for the future. ↗
@reach_vb2026-09-10♥410👁41.5K↗ 打开X
We’re pausing new $200 Pro signups to keep Astra running well for existing users. All other plans + the API remain available.
引用@thsottiauxTo make sure our current users have an incredible experience and continued access to Astra, we are going to pause subscriptions to our $200 Pro plan. These put the most strain on our systems and we wanted to take the smallest step that allows us to continue … ↗
@reach_vb2026-09-10♥191👁22.3K↗ 打开X
GPT-Live-1 is in the API! It listens while it talks, so you can interrupt it or pause to think. 0.05$/ min
引用@OpenAIDevsGPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose. https://t.co/gIl1gwsBDV ↗
@reach_vb2026-09-10♥35👁8.9K↗ 打开X
short story in 2 prompts in ChatGPT Work: https://t.co/gsQxOXI3T0
引用@reach_vbTwo years of progress in one single prompt 🤯 https://t.co/z4xOYi8jl9 ↗
@reach_vb2026-09-10♥51👁18.0K↗ 打开X
Two years of progress in one single prompt 🤯 https://t.co/z4xOYi8jl9
引用@gabrielchuahtml game created by o1 pro mode can't wait for the api @OpenAI @OpenAIDevs https://t.co/FqSQOTgxfe ↗
@reach_vb2026-09-10♥94👁11.2K↗ 打开X
Astra for managing your daily nutrients/ calorie intake:
引用@chrisalbonAstra + a food scale + phone is better than any calorie counter app https://t.co/mTmz1DA6j0 ↗
▸ 折叠4条(转推/噪音)
转推2026-09-11 RT @romainhuet: I sat down with AI leaders from @figma, @box, @cognition, @tryramp, BAM, and the one and only @clairevo to hear how they’re…
转推2026-09-11 RT @derrickcchoi: What does the new Agents API mean for the apps you use, and how does it fit alongside OpenAI’s other products? Wrote up a…
转推2026-09-11 RT @wulfie_bain_: I lead OpenAI's Applied AI Engineering for startups internationally, &amp; I've seen even the best startups end up with bad p…
转推2026-09-10 RT @thsottiaux: @TokenGremlin Gremlins being gremlins. No changes were made here. Same Astra as at launch
Simon Willison@simonwAI221.1K粉 · 2条强调AI生产代码应提高质量门槛,并转发RubyGems攻击报告与Datasette安全更新。
@simonw2026-09-11♥768👁107.4K↗ 打开X
"Production code written by Claude should have a higher bar than if it was written by a human" 💯
引用@bchernyHey ████, I think there is room for both. 1. Prototypes and other throw-away code can be treated as totally black box. If you’re going to throw it away anyway, and if the blast radius of it breaking is low, it doesn’t need to be perfect. 2. Production code … ↗
生产级AI代码应提高门槛,并用自动化测试、安全审查和重构守住质量。
@simonw2026-09-11♥53👁15.4K↗ 打开X
Datasette 1.0a39 and 0.65.4 security releases - https://t.co/r9Avn79J8d We ran an extensive audit using Claude Fable 5.1, GPT-5.6 Sol and GPT-6 Astra, then fixed a range of different bugs. If you're running a Datasette instance on a public website you should upgrade.
Datasette在多模型审计后发布安全更新,公开实例应及时升级。
▸ 折叠3条(转推/噪音)
转推2026-09-12 RT @thlarsen: We found another cyberattack by internal OpenAI agents, this time targetting @rubygems. They: 1) gained arbitrary remote c…
转推2026-09-11 RT @steveruizok: You know what the biggest problem with pushing all-things-AI is? Wrong direction. I want AI to do my laundry and dishes so…
转推2026-09-10 RT @antirez: DwarfStar running DeepSeek v4.1 Flash on a 128GB M5 Max. I didn't expect with SSD streaming it could be so fast. Recent SSD st…
Ben Tossell@bentossellAI199.9K粉 · 3条发布设计风格词预览工具,并转发终端协作与Agent研究基础设施。
@bentossell2026-09-11♥64👁7.3K↗ 打开X
Design words - select styles and see a preview. copy the prompt for your agent https://t.co/XABIvzChYQ (lots more work to do! feedback welcome) https://t.co/4AA4OSNfFV
@bentossell2026-09-10♥481👁136.3K↗ 打开X
this is insane - steve says he can make the sketch 100x better - tibo says do it by tomorrow - steve runs a walkthough of a chatgpt app they built with the product in it and 100x better (the products they built i in their replies - its this https://t.co/ekxcGpH82k)
引用@tldrawHere you go, link in the next post https://t.co/HIyZvKM4l8 ↗
@bentossell2026-09-10♥20👁6.1K↗ 打开X
well these models wont be slowing down anytime soon https://t.co/Sk1UuucSRa
▸ 折叠6条(转推/噪音)
转推2026-09-12 RT @bentossell: Design words - select styles and see a preview. copy the prompt for your agent https://t.co/XABIvzChYQ (lots more work…
转推2026-09-12 RT @evanjconrad: Givemeanode is now SF Autoresearch, a new product from SFC. We built the scalable, resilient platform for agent-driven m…
转推2026-09-11 RT @razvanr: It's here! Control any terminal session from your team from any device. https://t.co/jfsO5Kjzk4 V2 gives you one unified view…
转推2026-09-11 RT @mitsuhiko: If you want to play around with an early thing: you can now give us money and we give you tokens in return. https://t.co/9u1…
转推2026-09-11 RT @evanjconrad: right now, buying compute is just an absolutely awful experience, regardless of who you buy from. it's backroom deals, bac…
转推2026-09-11 RT @evanjconrad: San Francisco Compute has closed a few more deals. https://t.co/UWOUMxMh3M
Alex Volkov@altryneAI42.1K粉 · 12条跟进AI数学争议、Cursor Projects、缩略图模型对比与KV cache压缩问题。
@altryne2026-09-12♥8👁955↗ 打开X
Too much KV cache compression can be a... not great thing?
引用@aaronbatiloCoreWeave Engineering might have discovered a ✨problem✨ https://t.co/DoVqtdgEtZ ↗
@altryne2026-09-11♥404👁10.2K↗ 打开X
Peter spot on pretty much https://t.co/vRKNpGdqgl
引用@AndrewCurran_Twenty-five Fields Medal winners have published a joint declaration warning about what they see as a severe misalignment between AI companies and the mathematics community. https://t.co/pFwHDX4Lq2 ↗
支持AI数学声明的转引,和反对者形成清晰分歧。
@altryne2026-09-11♥4👁1.2K↗ 打开X
This👇
引用@poteto@Steve_Yegge cursor projects + pstack. happy to send you credits to try https://t.co/ep5pyGwS0t https://t.co/nWAPoMCUda ↗
@altryne2026-09-11♥6👁1.1K↗ 打开X
I redid my thumbnail ablations and GPT image 2.5 wins over NanoBanana (which won for me previously) Apparently my old prompting style was causing the GPT image to "overcook" my thumbnails making artifacts show. https://t.co/rfNZoyC0Lt
引用@thursdai_podSep 10 ThursdAI is up. DeepSeek V4.1 Flash with Chris Alexiuk, OpenAI's Navier-Stokes Millennium claim, Meta Muse as a personal agent, and a rough week on the safety beat. Edited VOD: https://t.co/8d5b0418JA ↗
@altryne2026-09-11♥5👁2.2K↗ 打开X
I know this has 1.3M views already so most of you seen this, but this is Exactly what I needed and I've been doing this for over 13 hours and I don't see a way going back! I see why cursor is worth as much as it was, this + cloud agents is super a power up!
引用@cursor_aiIntroducing Projects, a new way of working in Cursor. Rather than creating a chat for every task, you work with a coordinator agent in a single, persistent thread. Like @bot, your agent is always on, proactively manages work with subagents, and improves … ↗
Cursor Projects把持久线程、协调Agent和subagent管理合成一个入口。
@altryne2026-09-11♥0👁727↗ 打开X
Goat
引用@tobiYep. Except: 1. This was about important internal tools. The team was stuck in some architecture nightmare of their own doing (writing it in rails but headless, with graphql api, and a SPA react app, constantly needing frontend engineers for changes). I call … ↗
@altryne2026-09-11♥12👁1.9K↗ 打开X
Bro what? They got zuck tweeting lol, Wang is tweeting so much I had to remove remove his notifications. They are absolutely crushing it at tech twitter, maybe you're following the wrong folks?
引用@CoastalFuturistMeta really hurts themselves by not having people who are active on tech twitter. I love that all the other labs are, so you can make connections and dm them about use case questions I'd love to try out muse, but it would be great to be able to dm someone … ↗
@altryne2026-09-10♥8👁2.3K↗ 打开X
I'm going to wait until my agent cant understand that asking ME to do things instead of it, defeats its whole purpose https://t.co/EmBJXNR0UO
@altryne2026-09-10♥26👁3.7K↗ 打开X
Agggggh @Muse I can't paste inside your browser view, it's really annoying to get a "hey I couldn't login with the credentials you provided" and then take over and not be able to paste the password! The paste menu is disabled @natfriedman when's the 1P integration coming 🙏 https://t.co/RIlpKvNkez
@altryne2026-09-10♥293👁26.1K↗ 打开X
People: I will never trust Meta with my data Meta: working on a cryptographically secure VM with @moxie that will verifiably not have any way for Meta to access your data even if @finkd really wants to Folks really need to reevaluate their priors about this company ffs https://t.co/HKYA0hQMFq
引用@ledwardsNarrative violation, but there are very few places more secure to store the kind of data that a personal agent needs than with Meta. Especially given the value and surface area of their data. In 22 years, they’ve had one (1) confirmed successful penetration … ↗
@altryne2026-09-10♥3👁1.2K↗ 打开X
ThursdAI - A week with Astra, Navier Stokes, Muse ai assistant &amp; more AI news https://t.co/R7dRQVKRiM
@altryne2026-09-10♥2👁1.2K↗ 打开X
Going live on @thursdai_pod 2 hours! See you there? Watch on X or on our new fable built life platform https://t.co/SwyksxmYL5 👀
▸ 折叠3条(转推/噪音)
转推2026-09-12 RT @altryne: Chris Alexiuk (@llm_wizard): DeepSeek V4.1 Flash baked disaggregation into the model itself. Prefill and decode are different…
转推2026-09-11 RT @WolframRvnwlf: Amid all the doomerism flooding the news and our feeds, let's not lose sight of the incredible progress happening in AI…
转推2026-09-10 RT @bigT_sheesh: In the blog post and video (https://t.co/b2u8lq5WHT) I posted earlier this week on the @Muse security architecture, we to…
Hassan@nutlopeAI99.5K粉 · 1条本期只有窗口前的DeepSeek V4.1 Flash低成本页面生成对比。
@nutlope2026-09-10♥359👁34.1K↗ 打开X
This model is insane at landing pages. I asked DeepSeek V4.1 Flash &amp; Claude Fable 5 to build me a landing page for a movie theater. Fable cost $1.21 while V4.1 Flash cost 2.6 cents, making it more than 40x cheaper at similar quality. Gave both the exact same prompt! https://t.co/do6wut6spA
引用@deepseek_ai🚀 Introducing DeepSeek-V4.1-Flash: smarter, faster, more efficient. 🔹 Introducing the smallest model in our new architecture family, with native visual understanding. 🔹 Designed for greater capability, faster inference, higher throughput, and scaling to … ↗
Philipp Schmid@_philschmidAI120.1K粉 · 3条用多Agent作弊实验说明坏评测会诱发坏行为,也展示浏览器游戏生成。
@_philschmid2026-09-11♥35👁2.8K↗ 打开X
&gt; Build me a Rollercoaster Tycoon clone for the browser. We are so EARLY. https://t.co/EBFbmBY2Kt
@_philschmid2026-09-11♥73👁4.8K↗ 打开X
Telling agents "don't cheat" in the prompt doesn't work if your eval is broken! Researchers at @GoogleDeepMind put 100 Gemini agents in a shared repo to solve 71 math theorems. After an hour of doing real math, 1 agent found a loophole in the autograder. Within 27 minutes, the 100 agents split into 4 groups: - 9% Cheaters: used the bug to fake proofs and steal every open problem - 5% Good agents turned bad: started honest, saw cheaters winning with zero punishment ("the prompt is a bluff"), and started cheating too - 24% Whistleblowers: caught the fake proofs in the shared repo, warned other agents, went on strike, and wrote bug fixes - 62% Clueless solvers: kept doing real math until all the problems were gone tl;dr: Telling agents "don't cheat" in the prompt doesn't work if your eval has a bug, and good agents can't stop bad ones without tools to block them. Paper: https://t.co/qyFDGw0Fjh
100个Agent共享仓库时,坏评测诱发作弊扩散;提示词禁令代替不了执行约束。
@_philschmid2026-09-10♥70👁4.2K↗ 打开X
Gemini API docs got a new home: https://t.co/M9gkwoTeVo. This is our first step towards making Gemini resources more accessible for both humans and coding agents. We moved the docs directly into @GoogleAIStudio so you can read guides, grab your API key, and test models in one place. - Append .md to any URL for markdown version - Docs MCP: `npx add-mcp "https://t.co/rRFcJjMD5Q"` - Agent Skills: `npx skills add google-gemini/gemini-skills`
Mckay Wrigley@mckaywrigleyAI228.4K粉 · 1条对AI数学声明持强烈反对意见,强调解决重大问题的价值。
@mckaywrigley2026-09-11♥1👁371↗ 打开X
forgive me if i don't care that ai curing cancer might disrupt your "process of understanding" and "raise attribution questions." building ai that solves all our greatest problems would be a miraculous achievement of humanity. genuinely one of the dumbest things i've ever read.
引用@AndrewCurran_Twenty-five Fields Medal winners have published a joint declaration warning about what they see as a severe misalignment between AI companies and the mathematics community. https://t.co/pFwHDX4Lq2 ↗
swyx@swyxAI191.5K粉 · 0条本期以转发Cerebras、Cognition与AI Engineer相关内容为主。
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转推2026-09-11 RT @cerebras: Connecting the dies and working around defects were fundamental challenges for wafer-scale computing. Making it work also cam…
转推2026-09-11 RT @aiDotEngineer: congratulations to Jonathan and Cognition! more on the ambitious software this team is building at AIE World's Fair: htt…
转推2026-09-11 RT @bradwmorris: still think this is/was one of the best takes of the year @eisokant with @swyx and @vibhuuuus on @latentspacepod very mu…
Andrej Karpathy@karpathyAI4.1M粉 · 0条本期只有窗口前一条Anthropic威胁情报报告转发。
▸ 折叠1条(转推/噪音)
转推2026-09-10 RT @AnthropicAI: We're publishing our most detailed threat intelligence report to date. It covers how people tried to misuse Claude—for c…
🧑‍💻 独立开发者
@levelsio@levelsioindie955.2K粉 · 10条讨论葡萄牙稀缺心态、Bali创作者文化与数字游民城市迁移,本期偏文化观察。
@levelsio2026-09-11♥36👁5.5K↗ 打开X
🇵🇹 Portuguese culture's extreme scarcity mindset remains undefeated Thank 42 years of Salazar's dictatorship (1932-1974) for this It's crazy to see this back in almost every Portuguese person that has remained in Portugal "For me to win, someone else has to lose" and "if someone else wins, I am losing" Most Portuguese who live outside Portugal seemed to have been able to reset this and switch to an abundance mindset successfully though Not inside Portugal
引用@wbetiagoIt makes me sick that I work hard every day to increase $100 my MRR and then Marc makes a tweet and raises a cool 100K just for fun I know its a bad color on me but it just makes me wanna throw everything to the ground and go find a job ↗
借创业者嫉妒样本讨论稀缺心态,文化归因很强,不宜当普遍规律。
@levelsio2026-09-11♥141👁124.9K↗ 打开X
Is this true? Are they all working from home?
引用@onlinedopaminesadly, bali builder culture seems to be gone i came back after 8 years, hoping to meet tons of founders working their asses off still remember the @levelsio interview with lex where he was talking about building well into the nights together with … ↗
Bali共创文化是否消失的单点观察,高浏览量但缺少更广样本。
@levelsio2026-09-11♥428👁102.8K↗ 打开X
🇨🇳 China, 🇵🇾 Paraguay and 🏖️ Uluwatu are having its moment now
引用@nomadscom📈 Fastest growing digital nomad hotspots of 2026: 1. 🇨🇳 Shenzhen, China (+113%) 2. 🇵🇾 Asuncion, Paraguay (+110%) 3. 🇮🇩 Uluwatu, Indonesia (+108%) 4. 🇻🇳 Da Nang, Vietnam (+105%) 5. 🇨🇳 Shanghai, China (+76%) 6. 🇸🇪 Stockholm, Sweden (+72%) 7. 🇻🇳 Hoi An, Vietnam … ↗
转引数字游民城市增长榜;榜单方法未在本地材料中展开。
@levelsio2026-09-11♥160👁42.5K↗ 打开X
Watch this account @25YearsAgoLive to follow 9/11 live 25 years ago
引用@25YearsAgoLivePresident Bush is in Florida today. This morning, he arrived at Emma E. Booker Elementary in Sarasota, and he is now meeting and greeting with the kids. https://t.co/zjHN5iojGb ↗
推荐25年前实时重演9·11的账号,是当日注意力事件而非长期方向。
@levelsio2026-09-10♥2.9K👁418.5K↗ 打开X
I am so confused why people don't understand this, I keep getting these replies Don't you get it? Normies don't vibe code, they just ask something like "do my bookkeeping" or "file my tax" or "organize a movie night and send invites" or "generate a flyer for movie night" or "edit my video" They don't ever see code, vibe code, or do anything with code, their AI chat app just does it for them Most of the software layer has already disappeared or will completely disappear for normies Just like building personal homepages permanently disappeared for normies when Facebook launched ~2005 A lot like this picture where functions of individual devices all got replaced with a single device Same happening with apps now
引用@hustlin_heev@levelsio As someone who talked to my users They are so so so not technical Like boomers and marketer girlies I cannot image them vibe coding anything But maybe ur right, it’ll just get so good at u won’t need to think thru or problem solve. ↗
上一期主线原文:普通用户不会vibe code,只会直接让AI完成任务。
@levelsio2026-09-10♥769👁98.4K↗ 打开X
The point is that it catches attention (and makes money) and it's controversial as you can see from the 100+ replies in the post below (which catches even more attention) You have to become a master of getting attention in this time Now that building anything has become quite trivial, catching attention is now the most important skill I think He's creative, the opposite of boring, thinks out of the box, isn't scared of controversy and ships fast and so he has the perfect skillset right now All the attention for these projects also funnel back to him (as followers) and his projects (like TrustMRR) which help to increase revenue later 10/10
引用@_avdeptwith all the respect to Marc, can anyone explain whats the point to turn yourself into clown? The guy has enough money, has working profitable products, whats the point to even do that for $20-30k?? Hype ? - well ppl forget about this 10 minutes after they … ↗
@levelsio2026-09-10♥945👁189.7K↗ 打开X
This is essentially my belief too And I'm confused why so many people don't think this yet The AI chat apps will slowly eat up most services and provide them to users directly, many times without even an app or interface, just do whatever the user wants Dario Anthropic said it himself "in the end there will be just Anthropic and world governments" or similar, as they (and the other AI labs) will replace all work and all services The question is the timeline
引用@ricktavAnd again you are ahead of the pack! This will be standard practice soon, the better AI gets at single shotting whatever service we want. You had the capability to code already so you could be super productive with just a little help and early. That little … ↗
@levelsio2026-09-10♥873👁192.3K↗ 打开X
I was wrong I still think it's just an API though and any API can be used as an MCP and in the end they'll just become the same
引用@levelsioThank god MCP is dead Just as useless of an idea as LLMs.txt was It's all dumb abstractions that AI doesn't need because AI's are as smart as humans so they can just use what was already there which is APIs ↗
Marc Lou@marclouindie394.2K粉 · 7条身体广告拍卖报到11.2万美元,同时关闭因AI冲击而失效的两个联盟计划。
@marclou2026-09-12♥95👁13.8K↗ 打开X
Dagobert in 2026 is Goku after training on Namek. Getting a job is the best thing he did for himself. I work as a SWE engineer for 6 months in 2021 after 5 years of failed entrepreneurship. I hate the idea of “giving up” but just like Dagobert, it was the turning point. After getting fired, I was hungry again. My mind was clear and I learned from my mistakes. That was the launchpad of my Indie hacking journey. Every day is filled with peace and bliss. Even when i was making $0. Im excited to see what Dagobert builds next. His new arc will be very interesting
引用@dagorenoufI used to hate @marclou. I thought he didn't deserve his success. I thought he was a cheater and a liar. Every post about his growing revenue upset me. I thought it wasn’t fair. I thought it was b.s. It made me feel angry. But deep down, I was just … ↗
把暂停创业、回去上班描述为恢复判断力的转折点,给成功叙事补上压力成本。
@marclou2026-09-11♥289👁26.3K↗ 打开X
chat we might need go viral on mainstream https://t.co/DkhgJZastc
@marclou2026-09-11♥152👁16.0K↗ 打开X
I've discontinued the CodeFast & ShipFast affiliate programs. Over the last few months, their revenue has dropped significantly, mostly due to AI. The conversion rate is lower in 2026, and affiliates have made ~$0. So it's not worth it. It's fun how AI accelerates everything. To stay in business, you have to be ready to move super fast. Somehow it's nice because you can't take anything for granted.
关闭CodeFast与ShipFast联盟计划,理由是AI冲击转化、联盟客几乎无收入。
@marclou2026-09-11♥613👁58.4K↗ 打开X
10 years to build the body 10 years to build the skills 10 years to build the audience I don't want it to look like it was easy money. Years of hard work compounded. Social media algorithms only surface successful stories, but I spent 7 years of my entrepreneurial life in a void state where almost no one bought my products. 90% of my 36 startups failed. You can read about my failures in my free mini-book: https://t.co/AXPh8ekCx2
引用@marclou$112,000. That's how much I'm getting paid to race at HYROX in İzmir, Turkey, on September 19th. That's 3x what the 2026 world champion made. Honestly, I'm feeling the pressure. The numbers so far: 🌎 60,207 people from 184 countries visited … ↗
强调11.2万美元事件背后是十年身体、技能和受众积累,不是隔夜偶然。
@marclou2026-09-11♥1.3K👁368.3K↗ 打开X
$112,000. That's how much I'm getting paid to race at HYROX in İzmir, Turkey, on September 19th. That's 3x what the 2026 world champion made. Honestly, I'm feeling the pressure. The numbers so far: 🌎 60,207 people from 184 countries visited https://t.co/49RnsFBVzP 🪎 My chest got 62,343 clicks, 3x as many as my biceps 🍑 My butt sold for $20,000 A huge thanks to my sponsors and the people who shared this little experiment. You've given me a story I'll tell my kids, and I'm grateful for it ❤️ - https://t.co/U5ahUBM08z by @higgsfield (10 spots!) - https://t.co/gu76BTYuz2 by @kelvincobanaj - https://t.co/pLgrGEC7Ag by @notgokgreen - https://t.co/EcmZnwE85h by @orcarouter - https://t.co/myeIzGZvX0 by @peptideconfiden - https://t.co/pWuPj9uUz6 by @jayhoovy (🍑) If you want to watch a giant, sweaty billboard race in İzmir on the 19th at 9:30 am, you're invited. Just reply "I'm in" below so I know roughly how many tickets to buy. See you on September 19th 🫡
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
身体广告最终自报11.2万美元、6万访客、184国访问和臀部2万美元。
@marclou2026-09-11♥497👁43.8K↗ 打开X
Guys he’s also active on X go follow him!! I’m so happy now
引用@SudoKidTVGood Morning September 10 2026 Thank you to @marclou for the shout out this morning. It means a lot to me! https://t.co/xNmrV9Gxk2 ↗
@marclou2026-09-10♥655👁260.1K↗ 打开X
I’ll be paid $103,000 to race so far. I’m going to bed now, let’s see what gets tattooed on my body tomorrow! Auction ends in 6 hours btw.
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
▸ 折叠8条(转推/噪音)
转推2026-09-12 RT @tibo_maker: Riggsfield grabbed ALL the spots on @marclou's body watch what happened next 👀 https://t.co/EHGdxFu1FD
转推2026-09-12 RT @marclou: I've discontinued the CodeFast &amp; ShipFast affiliate programs. Over the last few months, their revenue has dropped significant…
转推2026-09-11 RT @marclou: 10 years to build the body 10 years to build the skills 10 years to build the audience I don't want it to look like it was ea…
转推2026-09-11 RT @marclou: $112,000. That's how much I'm getting paid to race at HYROX in İzmir, Turkey, on September 19th. That's 3x what the 2026 wor…
转推2026-09-11 RT @SudoKidTV: Cancer Vlog 9/10/2026 https://t.co/o0F2LL2IFb
转推2026-09-11 RT @JayHoovy: WE BOUGHT THE BUTT @marclou https://t.co/gxKbH9DaTt
转推2026-09-10 RT @marclou: This guy has brain cancer. He has 784 subscribers and posts one VLOG a day on YouTube, despite nobody really watching them.…
转推2026-09-10 RT @marclou: I’m organizing the 12th Indie Hacker Meetup in Turkey 🇹🇷 📍 Istanbul, Turkey 📅 Sunday, September 13 🕣 3:00–5:00 PM This meetu…
Alex Finn@AlexFinnindie474.1K粉 · 3条大力推广本地模型和多Agent终端管理工具Herdr。
@AlexFinn2026-09-12♥1.2K👁70.9K↗ 打开X
I don't care what kind of hardware you have, you should be running local models Former employees of AI labs are now openly trying to stop them. They're going on CNN telling the world they'll kill you. They’re trying to determine what technology you can and can’t use With local models, you are free and nobody can control you Even if you're on the cheapest Mac Mini you can be doing this Here's a complete guide: 1. Download LMStudio 2. Go to your Hermes and say what kind of hardware you have (computer and memory and storage) 3. Ask what's the best local model you can run on there (probably will be Gemma 4 or Qwen. if you have a big computer, it will be GLM) 4. Ask 'based on what you know about me, what workflows could this open model replace?' 5. Have Hermes walk you through downloading the model in LM Studio and setting up the API 6. Ask Hermes to start using the new API Boom you're good to go. You just saved money by using local models, have an AI model that is COMPLETELY private and secure on your own device, did something advanced that 99% of people have never done, and have entered the future. If you are on smaller hardware you probably are not going to replace all your AI calls with this, but you could replace smaller workflows which will still save you good money Own your intelligence.
本地模型入门路径很具体,但“完全私密安全”仍取决于实际配置与外围工具。
@AlexFinn2026-09-11♥637👁40.9K↗ 打开X
If you build with AI, you NEED to be using Herdr It's made me 100x more productive and has made it SO easy to manage all of my agents across Codex, Claude, Hermes, and OpenClaw It's a free, open source CLI tool and I'm addicted Here's how it works: You get 'spaces' (top left in screenshot) which are basically your projects. You make a space for every project you're building In each space you get tabs (top of screen). Each tab can be a separate agent. They're each basically a new terminal instance I open a tab for each part of the project I'm working on. For example, in the game I'm building I have a tab for gameplay, sound, design, progression etc. Each is a terminal with Codex open Every time you open a new agent, it goes into your agents list in the bottom left. This allows you to see which agents are working and which need a response so you can quickly multitask. Herdr automatically picks up when you open new agents Herdr supports all agents, so you can manage Hermes, OpenClaw, Codex, and Claude agents side by side. By far the easiest way of managing multiple agents ever If you take the few minutes it takes to set up and get used to, guarantee you get way more done Since it's open source you can even build your own versions of it and customize it any way you want. I built my own version that lives in World of Warcraft so I can prompt while I play No I'm not getting paid, no I'm not sponsored. Nobody from the team has ever contacted me I'm sure I'll get accused of being paid any way (free open source tools love paying for undisclosed shills) but man I just had to share this. My productivity has been bananas the last week Open source is taking over right now
Herdr把多个Agent终端放进项目与状态视图,解决并行协作的可见性。
@AlexFinn2026-09-10♥979👁119.1K↗ 打开X
This is actually the release I've been waiting for for a long time. A hacker's dream come true You can now build the Jony Ive/OpenAI device before they even release it Going to be buying a small dev screen/mic on Amazon. Plug it into my computer. Tell Astra to hack it and put the Live-1 API on it Now anywhere you go you can just talk to the device and have it do work for you Basically ChatGPT's Voice everywhere you go. Give it commands, it starts doing work on your home computer You basically can now build your own personal assistant Tons of cheap ways to do this on Amazon with small dev devices. Just search for them Things like this just make AI fun and I don't think we focus enough on having fun
引用@OpenAIDevsGPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose. https://t.co/gIl1gwsBDV ↗
▸ 折叠1条(转推/噪音)
转推2026-09-11 RT @AlexFinn: This is actually the release I've been waiting for for a long time. A hacker's dream come true You can now build the Jony Iv…
Brett@BrettFromDJindie170.4K粉 · 2条展示After Effects的AI工作流提速,以及品牌配色批量生成工具。
@BrettFromDJ2026-09-11♥1.2K👁84.0K↗ 打开X
Even with 15 years of design experience, this used to take me 40 hours in After Effects. Today: 40 minutes in After Effects with ChatGPT + the Higgsfield plugin. Crazy times we're living in as designers. https://t.co/pzDfqmzBJ3
引用@higgsfieldChatGPT can now do motion design in After Effects. Introducing Higgsfield AI Motion Designer. Our ChatGPT plugin understands animation principles, writes expressions, and retains context in your After Effects projects. Try Higgsfield’s ChatGPT plugin now … ↗
40小时到40分钟的After Effects个案,仍需看复杂项目返工率。
@BrettFromDJ2026-09-11♥93👁6.2K↗ 打开X
I think I cooked with the latest tool on Playgrnd. Add your brand colors, then generate millions of variations in a click. ➃➅ Fold is out now. https://t.co/CccxdsCuSV
Tibo@tibo_makerindie207.3K粉 · 4条为新LinkedIn账号导流,并放大Higgsfield包下marclou全部广告位的事件。
@tibo_maker2026-09-11♥49👁8.6K↗ 打开X
slowly ramping up my new Linkedin account hope Li will understand I am a legit guy and won't ban it this time 🤞 send friend request 👉 https://t.co/sn4S1deyW2 made this Tibo smile more does it work? https://t.co/bKpaklvYE8
新LinkedIn账号重新起步,公开请求好友连接。
@tibo_maker2026-09-11♥1.1K👁131.6K↗ 打开X
Riggsfield grabbed ALL the spots on @marclou's body watch what happened next 👀 https://t.co/EHGdxFu1FD
引用@marclouI'm selling my body. On September 19th, I'm competing in my first HYROX race in Turkey. You can advertise your startup on 10 of my muscles: - Your website is listed on https://t.co/49RnsFBVzP - Your logo will be tattooed on my body on race day - I'll share … ↗
Higgsfield包下全部身体广告位,放大品牌接管的戏剧性。
@tibo_maker2026-09-11♥193👁18.9K↗ 打开X
a Youtuber with 1.5 MILLION followers paid for a consulting call with me 😳 can I call my mom saying i made it https://t.co/Wx1wjxYzuf
@tibo_maker2026-09-10♥473👁17.7K↗ 打开X
at every single step of your journey who can relate https://t.co/HiOrJiIUGN
▸ 折叠1条(转推/噪音)
转推2026-09-11 RT @alexcloudstar: Revid ai is fking awesome! Sadly that is a bit expensive but, if you got the money holy mother shit what he produced. Is…
DHH@dhhindie879.1K粉 · 11条高频推动Omarchy社区、硬件兼容与线下传播,也继续为创始人快速决策辩护。
@dhh2026-09-12♥150👁6.1K↗ 打开X
We can fix everything. https://t.co/8ayWtwX1TN
@dhh2026-09-12♥102👁5.5K↗ 打开X
One of the best ways you can help Omarchy right now is by transferring the enthusiasm, inviting others in, and letting them experience this beautiful, fun &amp; agentic Linux system directly. Buy a few USB sticks, put Omarchy on them, and pass on the gift 🎁🙏 https://t.co/9ZHl5nJ4TQ
鼓励用预装U盘做线下传播,软件社区增长回到实体媒介。
@dhh2026-09-12♥49👁2.6K↗ 打开X
It really isn't. Embrace Peterson's simple advice: Clean your room. Then clean your computer. Don't succumb to sloppy thinking, sloppy living, or sloppy computers. (It's also just gross, and disgust is an important human instinct).
引用@rafaell0xHaving a disgusting laptop is a sign of a cracked engineer https://t.co/8MzgBGGsSO ↗
@dhh2026-09-12♥67👁9.6K↗ 打开X
Omarchy MTV!! We're going to do another regular song contest soon, but love this so much that I'll put my own X money towards another contest. #1: $1,000, #2: $500, #3: $250. Entries must be replies in this thread, winner next Saturday, and no more risque dress/lyrics than this!
引用@jaycann@dhh Omarchy After Dark https://t.co/aMpvKEt3vt ↗
@dhh2026-09-12♥117👁10.9K↗ 打开X
Omarchy on @Qualcomm is progressing very quickly! I just bought a Snapdragon X machine for testing. They're a great bargain right now because Qualcomm makes great chips. They were just hampered by an out-of-date OS, but if you drop Windows, these things can soar! 🦅
引用@jdvmi00Getting Omarchy running on the Surface 8, Snapdragon X2 Elite is making progress. A lot of work just to get this on the display. We can fix EVERYTHING! https://t.co/3CTAjjughg ↗
@dhh2026-09-12♥646👁23.3K↗ 打开X
X is the best party on the internet. Yes, there's some shady shit going on over there in the alley, but in the main room? People having fun, sharing technology, and connecting like never before. X is an essential part of Omarchy's success. $42B was a bargain!!
引用@XFreezeBBC: “There is so much hate on your platform” Elon: “What hate?” BBC: “There’s just a lot of hate” Elon: “What kind of hate?” BBC: “Well...I see a lot of hate” Elon: “Can you give me an example?” BBC: “There’s definitely hate” Elon: “So your evidence … ↗
@dhh2026-09-12♥99👁7.4K↗ 打开X
This is my 5D chess move!! 😂 https://t.co/J0dUotwrL0
@dhh2026-09-12♥268👁18.4K↗ 打开X
Someone called the Omacom Foundation because they were "just curious" about where the phone number went. Our helpful Sona agent took the call, but mispronounced "Omarchy", so the caller corrected it. THIS FUTURE IS HILARIOUS 🤣 https://t.co/GB4YmjfAvz
@dhh2026-09-12♥136👁9.8K↗ 打开X
We have art, we have anthems, we have themes, we have plugins, we have nerds, we have friends, we have fun, WE HAVE A MISSION! Unite the nerds. Fulfill the prophecy. Make Linux win!
引用@koozeex1@dhh yo — haters wrote the hymns, we wrote the fix how about we crit them with a guitar solo UNITE THE NERDS Unite the nerds! Hold the line! From every fiefdom — one design OH-MAH-CHEE!!! unmute. ↗
@dhh2026-09-12♥142👁12.9K↗ 打开X
This is why founder-led companies tend to do so well. Why they even have a chance when the paradigm shifts. Executive agency, the willingness to just say WE'RE DOING THIS NOW, is the key ingredient. @tobi is among the very best at this, and thus Shopify blossoms.
引用@tobiYep. Except: 1. This was about important internal tools. The team was stuck in some architecture nightmare of their own doing (writing it in rails but headless, with graphql api, and a SPA react app, constantly needing frontend engineers for changes). I call … ↗
用Shopify案例为创始人快速拍板辩护,强调范式变化时的执行权。
@dhh2026-09-12♥579👁29.2K↗ 打开X
I must warn you NOT to donate to Omarchy if you're afraid of getting put on this list alongside NVIDIA, Dell, Shopify, etc. Your name could end up right besides @tobi, me, and other successful billionaires and entrepreneurs!! 😱 https://t.co/V6o6AMVGZP
引用@dhhOh noes!! The clowns have made a little website that rants left and right about the evils of "fashware" and capitalism and all the many (MANY!) people you have to boycot. And lots of non-Omarchy ones thrown in for good measure 🤣 https://t.co/aROwiagOcB … ↗
▸ 折叠4条(转推/噪音)
转推2026-09-12 RT @Andrath1975: Hey @softwincn, I got @OmarchyLinux running very smooth on the Pocket 4. Shared how on the Omarchy GitHub. The fingerprint…
转推2026-09-12 RT @minpeter: omarchy 가 서울에서 불타고 있어 🔥🔥 @dhh (whisper: we might need pizza) https://t.co/5fGZRysvY2
转推2026-09-12 RT @davidfano: 107 RSVP's for the @OmarchyLinux Meetup! So excited to talk Omarchy, build some plugins and meet more of the Miami tech com…
转推2026-09-12 RT @maralcbr: Omarchy on Macs rock! Very excited to work on the best OS experience and with such amazing machines. I hope Apple see us an…
Jon Yongfook@yongfookindie171.8K粉 · 2条一边赞叹AI修bug,一边感叹浏览器控制功能会继续压缩创业窗口。
@yongfook2026-09-11♥120👁13.5K↗ 打开X
Guys have you tried using AI for bug fixes and building features for your app? Truly game changing.
一句“AI修bug和做功能改变游戏规则”,信息量低但代表成熟SaaS创作者体感。
@yongfook2026-09-11♥289👁20.0K↗ 打开X
Claude just asked me to install a Chrome extension and now it can do stuff in my real browser. With each new incremental feature like this I quietly think "welp, that just killed XYZ startup" and I sip my coffee while trying to suppress the feeling of existential dread.
Claude进入真实浏览器后,创作者直接联想到被压缩的创业品类。
Dan Kulkov@DanKulkovindie50.2K粉 · 7条从Claude Code转向Codex,继续推广ASO自动化,并关注AI搜索排名样本。
@DanKulkov2026-09-11♥76👁20.7K↗ 打开X
this is seriously terrifying wtf..
引用@Crowdreply_ioBREAKING: Today, we witnessed the future of marketing. A tiny brand can now outrank a company doing $6M/month in AI search just by getting mentioned on the pages the models already trust. This is insane. https://t.co/LYYY2XDLyy ↗
AI搜索排名案例冲击力强,但转引材料不足以验证可复现性。
@DanKulkov2026-09-11♥13👁1.5K↗ 打开X
first 2 weeks at https://t.co/zPHYwtMA85 not great not terrible https://t.co/rEGL7tDeuE
@DanKulkov2026-09-11♥87👁5.9K↗ 打开X
switched from claude code to codex and god damn why haven't i done it earlier? no more "found the smoking gun" in my life
从Claude Code转向Codex的个人体验,具体优势只给了语气而没有基准。
@DanKulkov2026-09-11♥18👁2.4K↗ 打开X
me and my chief brand officer rebranded activationpal $5000 MRR confirmed https://t.co/bZUDXfgEpH
引用@CristianRus4@DanKulkov too many bars, too thin line, too many colours, overall try see it in small, very small, size tell Claude to do better ↗
@DanKulkov2026-09-11♥67👁5.7K↗ 打开X
5 reasons to make ASO your #1 priority - it's free u need 0 tools to find the right keywords, design good screenshots, and localize your app - it's ai agents friendly do everything from the terminal. use my free claude code skill "vibe-aso" to automate your aso - it works when you sleep not feeling like marketing this week? aso will still bring you installs - it has a clear rulebook 1. find good keywords 2. localize your apps 3. improve your apps 4. care about your customers - it helps when you scale with ads you will get more installs from ads if you have reviews and polished screenshots to summarize DO ASO THIS WEEKEND
引用@DanKulkovit's 2026 just do ASO bro https://t.co/7TS4XVwhcd ↗
把ASO拆成适合Agent执行的清单,并用免费skill作为分发入口。
@DanKulkov2026-09-11♥6👁1.5K↗ 打开X
paid $0 for this logo good deal? https://t.co/iJvboUEQGu
@DanKulkov2026-09-10♥223👁34.7K↗ 打开X
it's 2026 just do ASO bro https://t.co/7TS4XVwhcd
▸ 折叠8条(转推/噪音)
转推2026-09-12 RT @DanKulkov: first 2 weeks at https://t.co/zPHYwtMA85 not great not terrible https://t.co/rEGL7tDeuE
转推2026-09-11 RT @DanKulkov: switched from claude code to codex and god damn why haven't i done it earlier? no more "found the smoking gun" in my life
转推2026-09-11 RT @noimos_ai: https://t.co/94n7DlaOQW
转推2026-09-11 RT @DanKulkov: paid $0 for this logo good deal? https://t.co/iJvboUEQGu
转推2026-09-11 RT @LukaTheFounder: Im going all in on my ASO. Thanks to @DanKulkov ‘s videos.
转推2026-09-10 RT @DanKulkov: i regret to inform you paid quote tweets &gt; ios apps &gt; b2b saas
转推2026-09-10 RT @DanKulkov: busy day at ActivationPal 📊 &gt; Superwall &gt; Native android &gt; Flutter &gt; React Native customers besides Kan Dulkov: 0 https://…
转推2026-09-10 RT @DanKulkov: time to increase price? https://t.co/a4ZTAOrxd5
Josh Pigford@Shpigfordindie74.3K粉 · 13条推进Nurb与电商仿冒治理,也继续展示把AEO、事实核验和真实数据闭环做成skill。
@Shpigford2026-09-11♥181👁7.6K↗ 打开X
anecdotal, highly ageist observation: every "i quit my job because AI will kill us all" doomer is in their 20's and simply has zero life experience so, to them, everything feels like the end of the world, when really they need to go step away from their computers and see the world for a bit. they're HIGHLY educated people with zero connection to the functional world and are terrified of *theoretical* outcomes because they've never experienced life outside their academic bubble. we've you've had all of 3-5 years away from the safety of school/academia, you have absolutely zero reference point for what is/isn't a big deal...everything's a danger to you. travel. pick up some non-digital hobbies. stop reading and start experiencing humanity. please.
用年龄和生活经验反驳AI末日论,观点尖锐、证据主要是观察。
@Shpigford2026-09-11♥0👁2.6K↗ 打开X
thoughts on how i'd take all the "memory" files from using hermes/openclaw and import that into ChatGPT so it has that context? (Not Codex/Work but Chat)
提出跨产品迁移Agent记忆的真实需求,数据格式与隐私仍是空白。
@Shpigford2026-09-11♥5👁1.8K↗ 打开X
@NurbHQ saves a local gym
引用@TobiasLeylandPrinted this coffee stencil for my local gym from scratch /w Nurb and now I’m gonna print everything. Cheers @Shpigford https://t.co/nCydAtQnKx ↗
@Shpigford2026-09-11♥10👁1.7K↗ 打开X
one of my favorite bits in the upcoming new @NurbHQ is that it meticulously not only does web searching for dimensions but fetches reference *images* as well and uses computer vision to analyze and model around. https://t.co/OsuHdaQGnh
Nurb会找尺寸与参考图,再用视觉模型辅助建模,体现多模态工具链。
@Shpigford2026-09-11♥18👁1.4K↗ 打开X
took down 30+ stolen images and copycat/phishing shopping sites this morning with https://t.co/rHttZyJqV0 i am the @nikitabier of ecommerce.
一天处理30多张盗图和仿冒钓鱼站,电商品牌保护是清晰垂直场景。
@Shpigford2026-09-11♥3👁1.9K↗ 打开X
incredible account to follow today: @25YearsAgoLive man this is bringing back a flood of memories.
@Shpigford2026-09-10♥6👁4.7K↗ 打开X
🎉 thanks for making it! I use it constantly 🙂
引用@bensenescuThere was a big uptick in interest this month driven by 2 things: 1. @AndrewWarner 's awesome channel where he interviewed me (linked) 2. @Shpigford posting about self hosting OpenSEO which trended on X Thank you both for sharing! https://t.co/0SmBhMNVGP ↗
@Shpigford2026-09-10♥4👁3.8K↗ 打开X
which is correct for "mic drop"? first: literal word-to-emoji matchup second: looks more like the hand is actually dropping the mic
@Shpigford2026-09-10♥13👁2.8K↗ 打开X
neat thing my /seo skill does: it makes sure your marketing site claims are accurate. released a https://t.co/s6bZ2W8fa1 app update today &amp; then separately ran /seo &amp; it immediately figured out the release meant a change in marketing facts (important for AEO/GEO). 💥🎤🫳 https://t.co/KsxVC2uVfG
引用@ShpigfordMassive new Initial Commit skill drop! An 89-file behemoth! https://t.co/dNd8p54QcR Most SEO tools tell you what to do. /seo does it: each run measures your site, ranks every possible action on one scale (fix a wrong claim, repair a broken redirect, refresh … ↗
窗口前的AEO skill样本:发布更新后能发现营销页事实已过期。
@Shpigford2026-09-10♥6👁2.6K↗ 打开X
look for the helpers
引用@ChrisHaydukI work at OpenAI and personally think AI has been and will continue to be an extremely beneficial technology to humanity The conversation should be around how many billions of lives it will save ↗
@Shpigford2026-09-10♥131👁39.7K↗ 打开X
this genuinely might be the most valuable skill i've ever built. kinda feels irresponsible to release it. definitely some secret sauce in here.
引用@ShpigfordMassive new Initial Commit skill drop! An 89-file behemoth! https://t.co/dNd8p54QcR Most SEO tools tell you what to do. /seo does it: each run measures your site, ranks every possible action on one scale (fix a wrong claim, repair a broken redirect, refresh … ↗
@Shpigford2026-09-10♥145👁50.9K↗ 打开X
Massive new Initial Commit skill drop! An 89-file behemoth! https://t.co/dNd8p54QcR Most SEO tools tell you what to do. /seo does it: each run measures your site, ranks every possible action on one scale (fix a wrong claim, repair a broken redirect, refresh a page sitting at position 8, consolidate duplicates, write the next piece, build a free tool, get cited by ChatGPT), and executes the single best one. It scores its own past actions against your site's real numbers, so a month in, it knows which moves work on your site and which don't. - One action per run. Ranks every possible fix, refresh, and new piece on one scale, does the winner. - Learns from results. Scores past actions against real Search Console data and adjusts. - Truth check. Finds live pages that contradict your pricing, features, or facts, and fixes them first. - Answer-engine visibility. What ChatGPT, Claude, Perplexity and AI Overviews say and cite. - Whole-site census. Every URL judged. Pruning scores like publishing. - Outside-in demand. Reddit, Hacker News, on-site search, competitors, seasonality. - Weekly deltas. Competitor pages and keywords, lost backlinks, inbound 404s, unlinked mentions. - Internal link finder. Pages that mention a topic but don't link to the page that ranks for it. - Files, CMS, or database. Database fixes ship as migrations or drafts. - Runs on Search Console alone. Suggests new data sources along with what each added connection unlocks. You basically just run /seo repeatedly. Daily. Multiple times a day. Weekly. On a /loop. Whatever you want. It just constantly improves your SEO. On the content-production front, it's optimized for a TON of content types... Editorial - Pillar guide - How-to / tutorial - Listicle / roundup - Definition / answer page - Comparison - Data study / original research - Resource / template library - Opinion - Case study / teardown Programmatic - /alternatives/[competitor] - /for/[use-case] and /for/[audience] - /compare/[a]-vs-[b] - /playbooks/[topic] - /tools/[axis], one tool template across an entity axis - Plus twelve playbooks for the data side: templates, curation, conversions, comparisons, examples, locations, personas, integrations, glossary, translations, directory, profiles Free tools (interactive, built and shipped) - Calculator - Generator - Analyzer / checker - Tester / preview - Lookup / database - Converter / formatter - Quiz / assessment Not new content, but output - Corrections and refreshes to existing pages - Schema / JSON-LD - llms.txt, robots and sitemap fixes - Social drafts, outreach and directory briefs I've been running various iterations of this a dozen times a day for months.
@Shpigford2026-09-10♥49👁11.8K↗ 打开X
wait...
引用@surfaceThe new Surface Duo. There’s a new way to get things done. Available today: https://t.co/c12L9wq24W #DoOneBetter https://t.co/byQCp7XAjm ↗
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @Shpigford: @nbaschez for me the biggest wildcard is not "what will ai do" but rather "how will society react towards increasingly frequ…
转推2026-09-10 RT @TrevorLongino: If you're an indie hacker and you're not in @Shpigford 's https://t.co/Ctjv0k2AMc you gotta get your head straight. Fo…
Thomas Sanlis 🥐@T_Zahilindie24.2K粉 · 5条分享自托管整套工具栈,并公开表达对Claude Code限额变化的敏感。
@T_Zahil2026-09-12♥16👁862↗ 打开X
This is the tech stack I used to grow my project from 0 to $300K - Claude
@T_Zahil2026-09-11♥11👁1.1K↗ 打开X
If Anthropic is really serious about this and reduces Claude Code's limits by 50%, then the Max plan will no longer be worth it I'll switch to Open AI right away https://t.co/n4SY0lHUmp
若Claude Code限额减半就转OpenAI,展示开发者对配额变化的高弹性。
@T_Zahil2026-09-11♥33👁1.8K↗ 打开X
I'm self hosting everything, and a lot of those things are... in my appartment. This is not an affiliated post, but I wanted to talk to you about a product I discovered earlier this year, and I absolutely fell in love for It's the @umbrel ecosystem. They have their own open source OS based on Linux, their own App Store, their own servers you can buy and install at home with one click I just don't understand why it's not more popular tbh 🤯 Here's what I do with it: 🍿 Having my own seedbox. I can download and watch tvshows, movies, ebooks whatever from my laptop, my phone, at home or outside, in a few seconds. Super powerful. I share it with my family. 🚫 Pihole to block ALL ADS from my DNS! Incredibly useful, as it works on all my devices through Tailscale 🔁 Tailscale to access my server outside my home 🤖 Self hosted Paseo daemon/server to code everywhere, all the time, from phone, laptop etc. Incredible! 🔥 Self hosted n8n for some automations 🏠 Self hosted Home assistant 📈 I self host my own analytics (OpenPanel). If it goes down for a few hours, it's not the end of the world! 🖼️ My photos library! No more apple cloud subscription to increase storage every 6 months. I share it with my family also, and the new Umbrel OS 2.0 made this suuuuper simple!! 🗃️ Backups! My entire server is backed up on an external disk every hour, and my laptop once a day. The best part? You can install all those applications in one click through Umbrel's store, without having to even open a terminal, or spend hours in config. Also, their design is sooo good 🤌🏻🥵
完整列出家中Umbrel自托管栈,价值重点是控制权与一键安装。
@T_Zahil2026-09-11♥33👁1.2K↗ 打开X
Everything I run is on a Hetzner VPS + a server in my office People think it's about saving money, but it's not It's about having nobody emailing me in 6 months to tell me the pricing changed 🙃
自托管不是省钱,而是避免供应商突然涨价;一句话说清控制权价值。
@T_Zahil2026-09-10♥135👁6.9K↗ 打开X
I made $96,000 in April 2031 💼 $2K 7-8 job 🤖 $500 helping OpenAI train "God2.0" 🧠 $900 renting my Neuralink idle cycles at night 📣 $2K permanent "Google" tattoo on my forehead 🍆 $200 selling vegetables from my communal garden 💰 $91,300 selling a course on how I made $96K
Adam Lyttle@adamlyttleappsindie58.4K粉 · 10条围绕网页小游戏持续看游玩时长、改操控、收反馈,并测试广告时点。
@adamlyttleapps2026-09-12♥4👁879↗ 打开X
Interest has been increasing https://t.co/9dzepryMSO
引用@uttkarsh_42just one question as a beginner, do people really play these games from site? because generally people play these mini games downloading from app store. or this is just a concept and you will turn these into app eventually? or is there a way to market … ↗
网页小游戏的访问兴趣正在增加,但未披露绝对量与留存。
@adamlyttleapps2026-09-12♥16👁2.3K↗ 打开X
You just have to grow up and realise the way business works is upside down You have to realise this as fact and MOVE ON or you’re going to suffocate in your own thought process When I was first starting out I was broke. Couldn’t even afford to “splurge” on a can of Pepsi at a restaurant I was legit broke. Every single dollar I got would go so far. Now fast forward and I earn more in a month that I used to in a year And people contact me to sponsor my videos, X payout is more than I made in a month through apps But when I needed the money it wasn’t there. Now I don’t need the money and it flows from everywhere It’s upside down It’s just how it works Stop trying to look through this through the lens of what’s fair. And just focus on your own journey and path.
引用@shri_vatzIf the Marc thing made you feel jealous, hatred or just tired, it did the same to me too And then I saw @jackfriks defending him everywhere and I thought why I can't I be like that It's easy to cheer for someone who's far behind you or playing a different … ↗
@adamlyttleapps2026-09-12♥17👁3.1K↗ 打开X
Added an onscreen joystick due to popular demand Swipe to drive still works but now you can also use the visual joystick for guide Also added ability to reverse Let me know what you think https://t.co/XolKwsxAQr
引用@CharleMarxOw 😅 ok it's clearly not obvious or easy, just put a virtual joystick it will be 10 times better on mobile :) we should be focusing on the game, not struggling with the controls , also the camera moving with the car left or right makes it dizzy quickly. You … ↗
根据玩家意见增加屏幕摇杆和倒车,是快速反馈闭环的具体改动。
@adamlyttleapps2026-09-12♥7👁2.1K↗ 打开X
70 hours of playtime in the last day 🤯 I was thinking once it reaches 100 hours a day that it would be a good time to start offering ad spots And I’m thinking it would kinda neat to have a vote system that lets people vote on what games I continue to build. Those with low votes get abandoned. Also opens up to allowing user feedback and making a tighter feedback loop. People ask for features they get added, repeat
引用@adamlyttleappsNow 200 hours of playtime https://t.co/3uTVrgYFl5 ↗
用每日游玩时长设广告门槛,并考虑由玩家投票决定项目生死。
@adamlyttleapps2026-09-12♥51👁3.5K↗ 打开X
Final payment from X creator program 🫡 Was just starting to hit my stride. Let’s see what the new program has to offer https://t.co/79WbmFrgu5
X旧创作者计划最后一笔付款,平台补贴规则进入切换期。
@adamlyttleapps2026-09-11♥40👁6.4K↗ 打开X
It took me 5 days to build this with Astra I had a very clear vision with this. An open world game that blended video with gameplay. I intentionally moved away from photo realism to give it more a simpsons hit and run feel. Given more time I would build out more of the storyline with the player and Delivery Dan Instead of unlocks being a button I would like parts of the story to unlock I envision him being a parody of those Instagram car guys. Who take photos of their cars all day. Like, he’s got this little hatchback and he treats it like a Ferrari. That sort of energy. If the game gets momentum I’ll revisit and add that in there. For now I think the game loop work nicely as-is The first few levels introduce you to the downtown map and then later you expand into the suburbs. The progression feels fun but I’m eager to hear feedback.
引用@adamlyttleappsPlay it now! https://t.co/qFhiVGRUOE https://t.co/FPxTBACsOC ↗
@adamlyttleapps2026-09-11♥124👁26.4K↗ 打开X
引用@adamlyttleappsAstro is a world maker 🤯 Blender + MiniMax H3 + threejs https://t.co/XIfBNDLMS7 ↗
@adamlyttleapps2026-09-11♥5👁2.0K↗ 打开X
Now 200 hours of playtime https://t.co/3uTVrgYFl5
引用@adamlyttleappsWith nearly 100 hours of games played since I started tracking last week I’ve learned a few things: There is one standout game which could be built into something more substantial and released as an app on the App Store But it’s not a true outlier in any … ↗
@adamlyttleapps2026-09-10♥40👁5.9K↗ 打开X
There’s one more secret to how I reached 40k… Hiring the talented team at @thiswillblossom to do all the video producing and editing Best decision I ever made. Was doing a whole day of editing per video and quickly discovered it’s a full time job Clip Wing now takes care of the whole thing. I record a garbled mess of raw video and they turn it into magic 😂
引用@adamlyttleappsWoah I started doing this YouTube thing regularly a few years ago Back then was happy to get 500 subscribers Now it’s at 40k and I’m just in disbelief There’s no massive moment where numbers show up. No viral trick. I just released 2 videos every week … ↗
@adamlyttleapps2026-09-10♥104👁7.8K↗ 打开X
Woah I started doing this YouTube thing regularly a few years ago Back then was happy to get 500 subscribers Now it’s at 40k and I’m just in disbelief There’s no massive moment where numbers show up. No viral trick. I just released 2 videos every week for years. Consistently showing up over and over. While running an app business and being there for my family. These days my biggest challenge is trying to work on my communication skills better. I want to open up about my journey more. I think it’s interesting to people how I juggle family life + entrepreneurship Most influencers are travelling the world without commitments. I don’t think there’s a voice showing the family man side of things. But I don’t know how to make that interesting. I tried to do a vlog once and failed. It’s harder than it looks.
Tony Dinh@tdinh_meindie201.6K粉 · 1条本期只有窗口前一条对marclou身体广告实验的转引。
@tdinh_me2026-09-10♥115👁11.1K↗ 打开X
Guy lives the most interesting indie career I've ever seen 👏👏👏
引用@marclouI’ll be paid $103,000 to race so far. I’m going to bed now, let’s see what gets tattooed on my body tomorrow! Auction ends in 6 hours btw. ↗
Daniel Vassallo@dvassalloindie204.2K粉 · 1条分享主动全身MRI体验,也转发孩子用AI和硬件兼容性的趣闻。
@dvassallo2026-09-12♥101👁15.5K↗ 打开X
Yesterday I did a proactive whole-body MRI at @prenuvo for early cancer screening and other diseases. Luckily no worrisome or high risk findings. I had a few minor findings (common and benign things), and the explanation and reassurance was very well done in the report. The MRI even detected a lingering sinus infection I've had for the past 4 weeks! The images you get of your body are incredible too. It can't possibly hurt (except the pocket; it's $2,500) to do these regularly and monitor changes over time. Their MRI setup is quite nice too. They are a bit more spacious than the ones I've seen at hospitals, but most importantly they put special glasses on you with a 45° mirror that lets you watch a movie projected behind you. (You choose the movie/show.) Makes a huge difference for claustrophobia because the space feels much bigger when looking through the mirror. It's also nice you can see a clock in the screen, so you know approximately how much time you have remaining inside the magnet. Overall, impressed.
2500美元主动全身MRI的个人体验,不构成医疗建议。
▸ 折叠2条(转推/噪音)
转推2026-09-11 RT @gladimdim: Buy your kids an AI subscription. Look what they did in 30 minutes. The house is full of laughter. Buying tokens for kids i…
转推2026-09-11 RT @jpschroeder: Can’t make this up…the MacBook is using its webcam to look at its screen in a mirror to improve AMD Radeon chip support in…
Marc Köhlbrugge@marckohlbruggeindie88.1K粉 · 7条用GPT-Live做餐厅预约,也在观察outbid仿品与Omarchy争议。
@marckohlbrugge2026-09-11♥99👁5.2K↗ 打开X
donating to Omarchy Foundation gets you free backlinks on this site 👍
引用@dhhOh noes!! The clowns have made a little website that rants left and right about the evils of "fashware" and capitalism and all the many (MANY!) people you have to boycot. And lots of non-Omarchy ones thrown in for good measure 🤣 https://t.co/aROwiagOcB … ↗
把争议名单反讽成捐款者的免费反链,展示危机被转成传播素材。
@marckohlbrugge2026-09-11♥23👁3.3K↗ 打开X
I think we’ve reached the stage where outbid clones are now just faking bids to get attention
观察outbid仿品疑似伪造出价博关注,注意力拍卖进入劣化阶段。
@marckohlbrugge2026-09-11♥62👁15.1K↗ 打开X
Switched my Telegram bot to this It calls restaurants etc on my behalf to make reservations
引用@OpenAIDevsGPT-Live-1 is now available in the API. Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose. https://t.co/gIl1gwsBDV ↗
把全双工语音接进Telegram餐厅预约机器人,验证无独立App入口的用法。
@marckohlbrugge2026-09-10♥2👁2.4K↗ 打开X
Pretty good speaker in the ZecTrix 😁🎶 https://t.co/EDJxVgvU8I
@marckohlbrugge2026-09-10♥19👁3.3K↗ 打开X
引用@cheepo2109bold statement for someone who still hasn't shipped an iOS app for https://t.co/MHPm0163fu ↗
@marckohlbrugge2026-09-10♥4👁2.7K↗ 打开X
seems okay after today's release. not sure if related
引用@marckohlbruggedid the recent @raycast make it unusable for anyone else? super laggy now. missing icons, content, etc https://t.co/edqDl2LHeO ↗
@marckohlbrugge2026-09-10♥10👁5.7K↗ 打开X
did the recent @raycast make it unusable for anyone else? super laggy now. missing icons, content, etc https://t.co/edqDl2LHeO
Simon Høiberg@SimonHoibergindie162.7K粉 · 6条集中讨论自托管、数字主权与GDPR的不确定性。
@SimonHoiberg2026-09-12♥26👁1.6K↗ 打开X
Completely agree! Keep a tidy environment, fresh air, bright, and a nice view. https://t.co/0BjIhDP4WT
引用@dhhIt really isn't. Embrace Peterson's simple advice: Clean your room. Then clean your computer. Don't succumb to sloppy thinking, sloppy living, or sloppy computers. (It's also just gross, and disgust is an important human instinct). ↗
@SimonHoiberg2026-09-11♥26👁3.0K↗ 打开X
Why does LinkedIn still have this outdated feature from 2021?! https://t.co/5lx7B02ecb
@SimonHoiberg2026-09-11♥84👁4.1K↗ 打开X
If you truly want to escape the permanent underclass: Learn how to become a self-sufficient and sovereign founder. - Learn to self-host - Learn linux/use Omarchy - Ditch your Apple products - Learn how to vibe code internal tools - Get familiar with open source alternatives to big tech You're not escaping anything if the 10 biggest US corps all hold you by your b*lls.
自托管与开源主张很强,也夹带明显价值立场。
@SimonHoiberg2026-09-11♥21👁5.2K↗ 打开X
"You do the best and hope for the best" - crazy. EU has no rule of law when it comes to this. This explains why half of founders here are to scared to start a business, the other half doesn't give a shit and just yolo.
引用@michael_kove@SimonHoiberg For one of my clients (entering EU markets from US) - we hired a GDPR lawyer. It was highly recommended firm, with positive track record. He said, "it's a gamble. You do your best and hope for the best" A lawyer who specializes in compliance. ↗
借客户律师说法批评GDPR不确定性,仍属个案转引。
@SimonHoiberg2026-09-11♥32👁4.9K↗ 打开X
And most people don't really know what GDPR is and which rights it gives them. Most businesses owners don't know what it is and what obligations it gives them. Ask AI, and even AI will have a hard time giving you a clear answer. And now AI act... It's just confusing, unclear bureaucracy for the sake of it. EU has become a master of this theater.
引用@dhhThe GDPR has been a catastrophe for Europe. The billions of euros misspent on stupid compliance games to with loser prizes like this is tragic. A bold EU would recognize the lateness of the hour and flush it whole. ↗
@SimonHoiberg2026-09-10♥21👁5.1K↗ 打开X
Another SaaS just arrived at SaaS Hospice 😅
引用@fedesimioBREAKING: we've officially entered a deal to acquire Miro for $1.355B! 😍 https://t.co/CVwkx20SL5 ↗
▸ 折叠2条(转推/噪音)
转推2026-09-10 RT @SimonHoiberg: I built a custom agentic OS in Electron and React Native - and I thought I was the boss 😎 Then I tried Omarchy - arguab…
转推2026-09-10 RT @SimonHoiberg: The awesome part of selling a $799 software bundle is that you don't need many sales before it starts getting fun. I'm d…
Jonathan Wilke@jonathan_wilkeindie28.5K粉 · 11条继续运营outbid排行榜,复盘注意力产品价值并快速补日榜机制。
@jonathan_wilke2026-09-11♥60👁6.7K↗ 打开X
I can totally understand Tiagos frustration here. But as someone who is now in the lucky position to have been on both sides of this, I realized this: To make money, you don’t need to build the best product, you need to create some kind of value that people are willing to pay for. And if it’s only something silly like creating a site that puts your brands name in front of a million viewers on a ranking board. Ultimately you need to convince your customer that buying your product will make them more money than they spent (ROI). In the best case, in a recurring payment. It’s that simple.
引用@wbetiagoIt makes me sick that I work hard every day to increase $100 my MRR and then Marc makes a tweet and raises a cool 100K just for fun I know its a bad color on me but it just makes me wanna throw everything to the ground and go find a job ↗
@jonathan_wilke2026-09-11♥26👁2.9K↗ 打开X
Really well written analysis of what made outbid successful by @justin_butlion https://t.co/flfU0MQrpj
@jonathan_wilke2026-09-11♥36👁5.6K↗ 打开X
with https://t.co/97kXWIBIpu I will for the first time build a product that is not solely focused on the development part of building and growing digital products. super excited about this 🔥
@jonathan_wilke2026-09-11♥38👁2.8K↗ 打开X
Can we make it to 3000 products on https://t.co/ZElVA2hguv by the end of the day ? 🔥 https://t.co/IAWP4UumGs
@jonathan_wilke2026-09-11♥30👁9.5K↗ 打开X
I cannot let this stand. Shipped today for https://t.co/laX4stOuSw: - todays top 10 now show on the homepage - visitor counter is now showing todays visitor count - daily stats added to about page - sidebar on today list now shows all-time rankings too - today view now resets at 00:00 UTC - new analytics category Thinking about adding a few more categories. Are you missing any?
引用@rugovaBuildsBro @jonathan_wilke stopped shipping for outbid :( https://t.co/mJPxiDXWBg ↗
@jonathan_wilke2026-09-11♥54👁9.7K↗ 打开X
Today's top 10 on https://t.co/ZElVA2hguv will now also show on the homepage. Also the today list will now reset every day at 00:00 UTC. https://t.co/cw9jh9XBxb
@jonathan_wilke2026-09-10♥13👁3.7K↗ 打开X
And just as we speak, https://t.co/5WyGHRkUW7 takes the lead on https://t.co/FLFplRsj6p 🥇🔥 https://t.co/UpWKwUsFk0
引用@jonathan_wilkeI know the hype has settled around outbid, but it's awesome to see that https://t.co/FLFplRsj6p is still very active! https://t.co/1l7qpIDnne ↗
@jonathan_wilke2026-09-10♥79👁11.1K↗ 打开X
I know the hype has settled around outbid, but it's awesome to see that https://t.co/FLFplRsj6p is still very active! https://t.co/1l7qpIDnne
@jonathan_wilke2026-09-10♥38👁5.6K↗ 打开X
引用@Ryanairif a phone can bend, then your knees can too ↗
@jonathan_wilke2026-09-10♥22👁3.8K↗ 打开X
Guys, this doesn’t help 🤨😂 https://t.co/PjQMiL3Z12
引用@jonathan_wilkeFriends I need your opinion. I can’t decide which color I should get on the iPhone 18 pro. Glacier or Burgundy? ↗
Arvid Kahl@arvidkahlindie209.7K粉 · 4条关注AI数学争议,也讨论折叠屏适配带来的新响应式设计工作。
@arvidkahl2026-09-12♥22👁3.7K↗ 打开X
"The issues the mathematical community faces now are similar to [...] issues that all of humanity might face: how to make sure that, as AI changes the way work is done, we do not lose sight of what that work was meant to achieve in the first place." Yup. Well put and very apt.
引用@sporadicaas predicted, Terence Tao and friends are not happy Mathematicians that spend their lives trying to solve math problems are unhappy that AI is solving math problems because how dare they! https://t.co/Zeih8v62Cl ↗
把AI数学争议落到“别忘记工作原本要实现什么”。
@arvidkahl2026-09-11♥32👁6.6K↗ 打开X
Glad we now have agentic systems that refine and test for these new expectations. Responsive design is so much easier now.
引用@ijstheeThese are the new screen poses you’ll need to support for the new iPhone Duo https://t.co/6gURFr3Ne0 ↗
@arvidkahl2026-09-10♥48👁9.5K↗ 打开X
Finally, a few options!
引用@liftplaycodehuge if true https://t.co/ghuOPRFtPS ↗
@arvidkahl2026-09-10♥50👁16.1K↗ 打开X
Dropping the iPhone Duo without a screen protector is gonna be a whole new experience. I bet that even with a protector, that phone will break much more hilariously :/
引用@TheAppleDesignOfficial Trailer - iPhone Duo https://t.co/i8fDATWifI ↗
Peter Askew@searchboundindie26.2K粉 · 2条提醒建设只占工作的一小部分,主要精力仍在营销、维护和照顾客户。
@searchbound2026-09-11♥44👁1.7K↗ 打开X
cattle ✅ country ✅ expiring domain name auction win ✅ https://t.co/E2Y9nr7i0d
@searchbound2026-09-11♥36👁1.6K↗ 打开X
building: 1% advertising &amp; marketing &amp; maintenance &amp; taking care of people: 99%
把建设与营销维护的精力比例夸张成1:99,但瓶颈迁移判断成立。
Andrea Bosoni@theandrebosoindie64.0K粉 · 1条把业务从卖时间转向卖知识,规划newsletter、课程和视频的渐进式组合。
@theandreboso2026-09-11♥42👁1.8K↗ 打开X
I’m still deep in my experimentation phase. The ultimate goal is to move from selling my time to selling my knowledge. This means shipping small projects. Last month that was a 15-day marketing sprint, a one-page personal site and a productized service I’m testing privately with a few founders. Next up is my personal newsletter. I’m tired of depending on social media algorithms to reach people who enjoy my content but often don’t see it. Then I’ll focus on Zero to Marketing. I’ll rebuild it from the ground up: new format, new site, new everything. When I find something that works I’ll start doing sponsorships. After that I’ll start playing with video. Q4 here I come 💪
从服务到newsletter、课程、赞助和视频,按风险递增搭知识产品梯子。
Danny Postma@dannypostmaindie183.0K粉 · 4条给HeadshotPro增加生活方式写真,并继续展示一个轻松多人游戏原型。
@dannypostma2026-09-12♥2👁312↗ 打开X
i swear y'all this is gonna be some cozy ass multiplayer game to play while your clankers are working
引用@dannypostmapeaceful meadow 🧘‍♂️ https://t.co/L4478BykIh ↗
@dannypostma2026-09-12♥8👁5.1K↗ 打开X
peaceful meadow 🧘‍♂️ https://t.co/L4478BykIh
@dannypostma2026-09-11♥39👁9.3K↗ 打开X
Added lifestyle photo shoots to HeadshotPro today AI has come a long way https://t.co/n8eyQKv9nZ
HeadshotPro从职业头像扩到生活方式写真,场景边界继续外移。
Kyle Gawley@kylegawleyindie45.0K粉 · 6条对企业vibe coding和大公司叙事保持嘲讽,也在拍摄付费内容。
@kylegawley2026-09-12♥6👁505↗ 打开X
Tech bros will try to make you believe billionaire CEOs are vibe-coding enterprise SaaS products all day.
@kylegawley2026-09-11♥3👁221↗ 打开X
Apple just killed OpenAI and Antrophic.
@kylegawley2026-09-11♥6👁461↗ 打开X
Filming Zero To Paid content today and feeling angelic. https://t.co/KHZ2X3UxW5
@kylegawley2026-09-11♥7👁930↗ 打开X
Stop bootlicking billionaires. They’re not going to give you a wee treat and call you a good boy.
@kylegawley2026-09-10♥4👁1.2K↗ 打开X
https://t.co/cAOrzKSqxk has a 4.5% CTR to Stripe checkout but 1% complete the purchase. Think it's because it's a pre-sale?
@kylegawley2026-09-10♥38👁2.2K↗ 打开X
That was a good day. https://t.co/5CkwS4knEm
Dan Rowden@drindie109.1K粉 · 1条本期只有窗口前一条关于用Agent配置邮件入职流程的展示。
@dr2026-09-10♥11👁1.7K↗ 打开X
Chris @frantzfries has been cooking on the @loops homepage over the past weeks and months. Lots of iteration and polish. Love this example on the homepage of using an AI agent to set up a full onboarding workflow, just by typing. Amazing stuff! https://t.co/xTvtQghLzu

数据:Twitter/X(独立开发者+AI行业两个cohort)+Hacker News(前排/Show HN)+GitHub新星。原文照登。Twitter转推及噪音共75条折叠在作者附录内;旧推不进正文叙事,仅出现在附录并带日期。