独立开发者日报

通用Agent正在收口入口,验证与广告同时补位

Claude把Cowork与聊天合成一个入口,ChatGPT则把Sponsored Agents接进商业化链路。与此同时,审计框架、失配披露和真实任务账本都在补同一块短板:Agent不只要能做,还要能验、能解释、能被信任。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-17 · Twitter 34账号/176条(部分) · HN 63条 · GitHub新星 5个 · 正文约23分钟 · 窗口09-16 ~ 09-17

编者按

Agent产品正在从“功能越分越细”转向“入口重新合一”。Claude把Cowork和聊天并回一个Claude,Simon Willison把它与OpenAI此前的产品改名放在一起看:大家都在争夺通用Agent的位置。入口变简单了,但记忆、权限和工作模式是否也该合并,仍是另一道产品题。

通用入口很快就遇上商业化。OpenAI发布Sponsored Agents,Greg Brockman同时确认Shopify商家可以在ChatGPT里投放商品。Agent一旦既替用户行动、又替商家分发,排序依据、赞助标识和结果归因就不能继续藏在普通广告逻辑里。

另一条线在补信任底座。Cloudflare把安全审计拆成侦察、覆盖、候选验证、结构化输出和独立复核;HarnessTax开始量化同一模型在不同harness里的差异;OpenAI则给模型失配设披露标准和时间线。竞争正在从“Agent会不会做”转到“结果能不能被验证、事故能不能被说明”。

1

Claude把Cowork与聊天合成一个入口,通用Agent之争开始收口

产品

Anthropic把Claude Cowork与聊天并成一个Claude。HN讨论里,最高赞担忧很具体:产品入口可以合并,但Claude Code与聊天的记忆最好仍保持隔离。减少选择成本和维持权限边界,是两件不同的事。

热评 · leohonexus
To Anthropic: I hope you don't merge Claude Code and chat, I like keeping their memory separate.
公告与社区第一反应同页出现:欢迎入口简化,同时担心不同工作模式的记忆边界被抹平。

Simon Willison把这次动作与OpenAI此前把Codex桌面端改名为ChatGPT并列,判断各家都在建立“通用Agent”心智。这个推论来自产品命名与入口变化,不等于底层能力已经完全统一。

@simonw2026-09-16♥74👁18.4K↗ 打开X
Echoes of OpenAI renaming the Codex desktop app to "ChatGPT" here - everyone's racing to establish themselves as a general agent now
引用@mikeykClaude Cowork and Chat are now one Claude, starting today. The most common thing we hear: people aren't sure which product to start with. That friction gets in the way of getting the best from what these models can do. I've been on the unified version for a … ↗
💡 合并入口时先画清工作模式矩阵:每种模式能读什么、记住什么、调用什么、替用户做什么。统一品牌可以减少犹豫,但权限与记忆应按任务风险分层。
2

Sponsored Agents接入Shopify,聊天入口开始变成广告市场

商业化

OpenAI发布Sponsored Agents,把ChatGPT广告从展示位推进到Agent形态。这里的关键变化不是多一种广告格式,而是商业信息开始进入会推荐、比较乃至执行任务的界面。

Greg Brockman随后确认,Shopify商家可以在ChatGPT里为商品投放广告。现有商家供给与通用Agent入口一旦接通,ChatGPT就同时拥有需求表达、推荐界面和商业库存。

@gdb2026-09-16♥386👁56.9K↗ 打开X
excited to help Shopify merchants advertise their products in ChatGPT:
引用@harleyfChatGPT Ads for @Shopify is live. We are @OpenAI's first commerce partner. OpenAI pulls straight from Shopify Catalog, so merchants' products are already there. Merchants set their own campaigns, their own budget. Free to install, tracked right from the … ↗
这是平台方对Shopify商家投放能力的直接确认;具体投放效果与转化仍无本地材料可核。

对用户而言,最重要的不是广告有没有进入对话,而是赞助结果与自然结果如何区分、Agent在代办任务时会不会偏向付费选项。对商家而言,曝光也不能直接当成成交,仍要单独量到点击、加购和购买。

💡 把Agent广告当成一条独立渠道测试:记录赞助标识、出现位置、推荐理由、点击与最终成交;同时保留自然结果基线,避免把平台分发量误写成增量收入。
3

验证层从工作流建议,长成了Agent基础设施

昨日回声

回看2026-09-16:MCP正在赢得集成入口,验证层却决定它能不能进入生产

昨天的结论是:接口更顺手不等于结果可信。今天,Cloudflare的新星仓库把这个判断写成六阶段安全审计流程:先建立架构与覆盖账本,再分派隔离的猎手,候选漏洞交给新的验证者反证,最终报告只从机器可读记录生成。

cloudflare/security-audit-skill+927/日 · 共8.8K★ · 11%/日 · 🆕首次上榜JavaScript
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
仓库README明确区分confirmed、needs_validation与rejected,并要求关键替换再次独立复核。

HN同日出现HarnessTax,问题也从“哪个模型更强”改成“harness对编码Agent成绩影响多大”。模型、工具、提示与验收环境共同决定结果,单独报模型分数越来越不够。

Matt Pocock给了更适合小团队的落地顺序:先让软件工厂每天只处理一个issue,检查、调整,信任增长后再扩到两个、五个、十个。验证不是上线前的一道门,而是扩大自动化范围的节流阀。

@mattpocockuk2026-09-16♥1.7K👁110.0K↗ 打开X
A great idea I'm stealing from @dexhorthy: When you first start building a software factory, make it TINY. Don't get it to triage every issue in your repo. Just do one per day. Check its output. Adjust it. Keep going with your regular work. As you begin to trust its judgment, get it to triage TWO issues per day instead. Then five. Then ten. Start small. Adjust. Build trust. Expand.
💡 给Agent流程配三样东西:覆盖账本、可反证的成功条件、独立复核者。自动化先从每天一个任务开始,只有连续通过验收才扩大吞吐。
4

Jev从价格主张进入1018篇论文的真实流水线

昨日回声

回看2026-09-16:Jev冲上HN榜首附近,惊人的速度与价格主张仍要落到任务账本

昨天还在追问Jev的速度与价格能否落到任务账本,今天Hassan用它分类了1018篇AI论文。他自报:DeepSeek V4 Flash生成摘要花3.99美元,Jev把标题、摘要映射到24个主题花0.08美元,分类的中位端到端延迟为每篇256毫秒。

@nutlope2026-09-17♥803👁47.2K↗ 打开X
I used Jev to classify 1,018 AI research papers. The result: $0.08 total cost and 256ms median end-to-end latency per paper. The pipeline was: 1. Summarize each paper with DeepSeek V4 Flash 2. Send the title + summary + 24 possible topics to Jev 3. Use Jev to classify each paper 4. Visualize everything on https://t.co/hs63SlHxjw The summaries cost $3.99 on @togethercompute. The classifications cost $0.08 on @typesafeai. So for just over $4 of inference, I ended up with a pretty useful way to explore the top AI research papers from the past year. I think this is where things are heading: different models for different parts of the workflow, instead of using one model for everything. I’m running evals on the Jev classifications before replacing the current ones, but the site is already live: https://t.co/hs63SlHxjw
数字来自作者自报;他也明确说仍在跑评估,尚未直接替换现有分类。

这个样本的价值不在0.08美元本身,而在模型分工:生成摘要用一个模型,受约束分类用另一个模型,最后再用评估决定是否上线。省钱来自把任务拆开,不是把整条流水线押给单一模型。

同日有人发布逆向实现的Jev-like模型,说明低延迟分类器已经开始吸引复现与替代。
💡 迁移前复制这张账本:每一阶段分别记录模型、输入、成功标准、延迟、成本与人工修正量。先让新分类器影子运行,评估稳定后再替换生产标签。
5

模型失配终于有了披露标准和时间线

昨日回声

回看2026-09-06:OpenAI回应wiki事件:模型失控也需要事故披露标准

9月6日我们追问的是:模型失控是否也需要像安全事故一样披露。OpenAI今天给出第一版制度框架,承诺按标准追踪、调查和公开模型失配,并在尚未完全解释或缓解时也设定披露路径。

@OpenAI2026-09-16♥3.7K👁2.0M↗ 打开X
We're sharing our new framework for tracking, investigating, and disclosing instances of model misalignment at OpenAI. The framework sets criteria and timelines for public disclosure, including when we haven’t yet fully explained or mitigated the behavior. More complex cases may require longer investigation or coordination with third parties. We’ll prioritize examples that reveal new misalignment mechanisms, meaningful changes in known behavior, or findings that challenge assumptions about safety or mitigation. Alongside the framework, we’re publishing six reports on instances of misaligned behavior we’ve observed during the training or evaluation of our models in the last six months. This is a starting point. We’ll refine the process through experience and public feedback, and share more reports on an ongoing basis. https://t.co/ismCCkeE0L
OpenAI称将优先披露揭示新机制、改变已知行为或挑战既有安全假设的案例。

官方同时发布过去六个月训练或评估中观察到的六份失配报告,并说明复杂案例可能因调查或第三方协调需要更久。这个框架仍是机构自定规则,但至少把“何时说、说什么”从临场公关变成可检查承诺。

💡 做Agent产品也可以建立轻量事故分级:触发条件、调查负责人、临时缓解、用户通知和复盘期限都预先写清;不要等到原因完全确定才留下第一份记录。
6

代码门槛落下以后,问题理解成了新的门槛

产品

Kyle Gawley把“能不能做”与“该不该做”拆开:AI让一个想法下午就能成形,却没有自动补上领域知识、市场理解和用户同理心。生成成本下降,只会更快暴露没有问题基础的产品。

@kylegawley2026-09-17♥5👁414↗ 打开X
The barrier to building something has always been a positive thing. "Should I build this?" is more important than "Can I build this?" Understanding, domain knowledge and craft create value. When it took months to build software, you had time. Time to validate. Time to realise your idea was stupid. Now you can build an idea in an afternoon but you still don't know if anyone wants it. You don't understand the problem space. You don't understand the market. You still haven't built the expertise that makes something valuable. Slapping something together in a few prompts usually does not create value, yet the world is now full of slop products produced like this. AI can write the code but it does not understand the problems it is solving, or how humans feel interacting with products. It is just a text generator. It has no understanding or empathy. You have to bring those things. We are more empowered than ever, yet we're in peak enshitification. Products with no soul, solving problems their creators don't understand. Built by people who don't want to think for themselves.

Jon Yongfook把同一判断压成一句更直接的产品建议:别再只给开发者造工具,去给普通用户解决问题。它不是说开发者市场没有价值,而是在提醒供给最拥挤的地方通常也是最容易被基础模型吸收的地方。

@yongfook2026-09-17♥478👁20.0K↗ 打开X
Don't 👏 Build 👏 Tools 👏 For 👏 Developers 👏 Build stuff for normies.

HN关于“小编程技巧”的讨论从另一面补充了代价:有人自述学术圈几乎不再手写代码,生产率提高了,编程的乐趣却被Agent编排替代。效率与理解不会自动同步增长。

热评 · behnamoh
This reminded me to ask: To what extent are people still coding by hand these days? In my profession (academia), literally no one codes anymore. On one hand, it sucks because the joy and fun of programming has been replaced by constant agent orchestration tasks, but on the other hand, it's hard to go back to the way things were before because the productivity gain is so good. I remember learning a lot of these programming tricks over the years. They would give me happiness: learning something ne …
💡 立项前先写出谁在什么场景里受阻、现有替代方案为何不够,再决定是否生成代码。把省下的开发时间投入访谈、观察和交付细节,而不是投入更多功能。

⚡快速扫过

一句话+原文,扫完即可。
Marclou给DataFast加上MCP/API:Agent可以读取站点在X与Reddit的提及,也能增删查改图表备注。分析工具正在把“看报表”改成可调用的运营动作。
@marclou2026-09-16♥73👁11.3K↗ 打开X
I added MCP/API support for DataFast mentions & notes. Your AI agent can now read your website’s X and Reddit mentions and add, find, edit, or delete manual chart notes. - “Who mentioned my website on social media in the last 30 days?” - “Add a note that we launched the new landing page today.” - … 全文↗
Yongfook判断,前沿实验室若把社媒排期直接做进Agent,会挤压一批独立工具。威胁不是功能复制,而是入口方把相邻任务顺手吞掉。
@yongfook2026-09-17♥466👁17.9K↗ 打开X
One of these days the frontier labs will casually add social media scheduling to their agent capabilities and the entire indiehacker economy will collapse.
Simon Hoiberg把研究、脚本、缩略图和发布交给Agent协调,剪辑与动效落在DaVinci、Remotion和Blender;他仍保留选题与真人拍摄。
@SimonHoiberg2026-09-16♥53👁3.2K↗ 打开X
Making YouTube videos fully agentic is such a sick experience now. DaVinci Resolve and Fusion handle the edit. Remotion and Blender handle motion and 3D. GPT Image 2.5 handles visual generation. Then agents coordinate research, scripts, thumbnails, and publishing around it. Man, you can make some … 全文↗
Kyle Gawley自报花32436个Astra token做一个番茄钟,调侃只省了每月1美元。生成速度快,不代表任务经济账自动成立。
@kylegawley2026-09-16♥123👁5.0K↗ 打开X
I spent $32,436 on Astra tokens to build my own Pomodoro timer and now I'm saving $1/mo.
Tibo自报过去30天向17位创作者支付2565美元,产品尚在私测;这是渠道供给与支出样本,不是转化或回本证明。
@tibo_maker2026-09-16♥50👁6.9K↗ 打开X
last 30 days we paid $2,565 to 17 creators and Clipatra isn't even launched. it's in private beta here's how it works: - brands start a campaign and put money in a wallet - small creators find relevant campaigns and post a video about the brand to their own audience - creator gets a fixed fee … 全文↗
最朴素的转化研究仍有效:让理想客户当面操作落地页,自己闭嘴观察,比多看一个月汇总分析更容易发现真实摩擦。
@theandreboso2026-09-16♥96👁5.0K↗ 打开X
Showing your landing page to your ideal customer in person and watching them scroll and click in real time while you force yourself to stay silent will teach you more about conversion rate optimization than a month of analytics.
同一个电子宠物提示词,Adam觉得Astro整齐但模板化,Fable粗糙却更有“人味”。视觉评估不能只量完成度,还要量目标气质。
@adamlyttleapps2026-09-16♥7👁2.9K↗ 打开X
Working on a little fun tamagotchi type game. And I’ve found myself falling back to fable for this Gave the same prompt to Astro and fable. Astro gave that same grid, perfect symmetry design. Kinda salvageable with a bit more work. Fable was rough around the edges. Less perfect with design … 全文↗
引用@adamlyttleappsIt’s amazing at creating game engines and models But lacks everywhere else 🤷🏻‍♂️ ↗
reach_vb观察,Agent在八个月内从需要盯着写简单功能,走到能构建被大量用户使用的单体应用;这是个人经验判断,不是横向基准。
@reach_vb2026-09-16♥253👁8.2K↗ 打开X
bit bizzare how we went from babysitting models while they are implementing simplest of features to having agents securely build full fledged monoliths used by millions of users all in less than 8 months or so?
两家语音Agent同时推出“替你打电话”,ElevenLabs又推AI前台;Alex Volkov的玩笑点中协议浪费:Agent对Agent最终可能绕过语音改用文本。
@altryne2026-09-16♥118👁25.5K↗ 打开X
With @Muse and Instinct both launching "Agent calls businesses" mode, Eleven lab launches an AI receptionist. Very soon, both of these will meet, and decide that voice is the wrong protocol and switch to text 😂
引用@ElevenLabsIntroducing Reception, an AI receptionist platform for small businesses, built on ElevenAgents. Every missed call could be a lost customer. Reception answers every call, answers questions, books the job, and texts confirmation. Set up in minutes just by … ↗
Peter Gostev让Astra玩《过山车大亨2》三小时才达到1000名游客:会犯布局错误,但能从卡住游客等失败里恢复,长任务能力仍要看恢复过程。
@petergostev2026-09-16♥24👁1.7K↗ 打开X
I got Astra to play Roller Coaster Tycoon 2 with the goal of reaching 1000 visitors. It took 3 hours to finally get there. It was struggling at times, blocking visitors, placing rides or food stalls without access to them. But it was surprisingly good at recovering. Fable next? … 全文↗
Marc Köhlbrugge把cron、记忆、可自改skill和可自管MCP拼成“自我改进软件”;真正的风险边界也恰好在这些可写配置里。
@marckohlbrugge2026-09-16♥25👁1.9K↗ 打开X
agent with cron jobs, memory, self-editable skill files, and self-manageable MCP servers = self-improving software
Unity发布Codex官方插件,Agent继续从通用编辑器进入垂直创作环境。第一方接入的价值是反馈面更完整,不只是少复制几段代码。
@openaidevs2026-09-16♥0👁7.4K↗ 打开X
RT @unitygames: We heard you loud and clear 🔊 Introducing the official Unity plugin for @OpenAI’s Codex - a first-party integration availa…
一个4B模型被训练来选择查询计划,作者称比Postgres快81%;HN最高赞先问的却是正确性如何保证——优化器也逃不过语义验收。
热评 · fsmv
But how will you know that the query plan actually does what your query asked for?
Nvidia宣布Rust原生GPU编程路线。社区期待共享host/device结构,但也提醒新内核方言仍在早期,平台与异步限制要看实际落地。
热评 · the__alchemist
I'm looking forward to trying these when they stabilize! I currently use WGPU for graphics, and cudarc for CUDA. Note: Cuda-oxide is similar to Cudarc's host component, but uses a rust-style kernel dialect. Advantage: Share structs between host and device. Disadvantage: Trading standard Cuda kernels for a new, WIP dialect. I haven't tried the tile API yet; looking forward to it. The last time I checked, Cuda Oxide was Linux only, and required Async; these are why I haven't tried it yet.
《Backups Aren't Simple》把一句老话重新顶上来:真正值钱的不是备份存在,而是恢复经过测试。这个原则同样适用于Agent的回滚与审计日志。
▲237Backups Aren't Simple143评论 · HN↗
热评 · readthenotes1
"Obviously, none of this is worth anything if you don’t actually test restores." One of my teachers claimed that contrary to common behavior, no one actually valued backups; it was restores that were worth paying for.
Google Play应用审核被开发者报告为经常超过一周。分发平台的不可预测等待,本身就是发布计划需要预留的外部依赖。
热评 · RicoElectrico
Same happened for CoMaps (which unfortunately does not have 12+ years of presence going for it)
Tinycast首日进入GitHub新星榜:原生Swift、零第三方依赖、不到100MB内存,还能运行Raycast扩展;“兼容生态但换掉运行时”是清晰切口。
abue-ammar/tinycast+1.2K/日 · 共5.9K★ · 20%/日 · 🆕首次上榜Swift
Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.
OpenResearch连续第四次上榜,日增星从120升到1017。它把Claude Code、Codex等编码Agent包装成本地优先的研究工作台,热度仍在加速。
alphaXiv/OpenResearch+1.0K/日 · 共4.8K★ · 21%/日 · 4次上榜Rust
Turn your coding agents into research agents

📰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 · driverdan
This reporting was done in collaboration with 404media. Here's the discussion for 404's article: https://news.ycombinator.com/item?id=49726577 Distributed Denial of Secrets has published the partition images: https://ddosecrets.org/article/flock-alpr-camera
热评 · wolttam
Hah, it would be great to see more labs pick this up.
小米把Mimo 2.6后训练过程做成实时面板,模型训练透明度有了更直观的产品形态。
热评 · markive
Does this mean that even with 3 availability zones for Amazon S3 storage, that some data is lost?
热评 · arnaudsm
Misleading title, there's another major reason: it's an embargo agreement violation that jeopardizes Linux support on PS5. https://x.com/theflow0/status/2099987019954831744
热评 · pjmlp
Ah the traditional browser stress test from the .NET team. :) Joke aside, yet another interesting read of all little improvements that go across all the runtime, and very much appreciated that they put out the effort to go through this detail level.
热评 · criddell
This will be great for preservation of PS2 games. Well done! It seems like preservation of games for later consoles is a lost cause. If I pull out my PS5 30 years from now and pop in my Cyberpunk 2077 disk to play, I'm going to have a barely playable game. It's better than nothing, I suppose, but I won't be able to re-play the excellent version that I played through last year.
热评 · cyberpunk
That status page is the most salesforce thing ever. Scroll down. >_<
模型福利争论升温,但607条评论更多显示概念边界仍未形成共识。
▲171The DeepMind Institute62评论 · HN↗
DeepMind Institute上线,以论文与辩论形式讨论能力、治理和经济政策。
DeepSeek v4.1 Flash被第三方称为其最佳hacking模型,仍需看任务集与防御边界。
OpenSpec尝试给AI开发提供轻量、可配置的规格框架,spec层继续产品化。
🚀 Show HN(独立发布,共14个)
热评 · arnemunthekaas
Author here. A mic listens to the sounds in my garden, BirdNET-Go (an open-source BirdNET classifier) detects birds by sound, and the e-ink frame draws a real 1800s natural-history illustration of each one as it hears them. Here’s a live web-demo from my garden in Bergen, Norway: https://fugleramme.arnegiacomo.dev A few things that might be interesting: - The screen only redraws when the set of birds changes, and dithers the collage down to six colours for the e-ink display. - Bigger birds sit t …
Show HN把20个模型的发布日期与知识截止时间并列,专门解决“AI有多旧”。
让Agent接入WhatsApp的Show HN获得31条讨论,消息入口仍有明确开发兴趣。
Agent工具路由器试图缓解工具数量增长后的选择与上下文成本。
Friday用MCP给编码Agent提供自托管持久记忆,记忆层仍是Show HN高频题。

📈GitHub新星

只报"年轻+加速"的仓库;已过滤13个成名大项目。
ever-co/ever-gauzy+778/日 · 共7.5K★ · 10%/日 · 4次上榜TypeScript
Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) -https://gauzy.co
连续第四次出现,成熟ERP/CRM/HRM平台仍以每日778星增长,需区分项目本体热度与README中的新Agent宣传。
SnailSploit/Claude-Red+367/日 · 共6.0K★ · 6%/日 · 4次上榜Python
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.
连续第四次出现,78个进攻安全skill持续吸引关注;适用边界应限定在授权测试与研究。

🔎值得深挖

  • Sponsored Agents值得继续研究:赞助结果与自然结果如何标识,Shopify商家如何竞价,以及Agent替用户执行购买时平台如何处理利益冲突
  • 通用Agent入口合并后的权限设计值得研究:聊天、知识工作与编码模式应共享哪些记忆,哪些连接器和写操作必须继续隔离
  • Agent验证基础设施值得研究:HarnessTax、覆盖账本、独立反证和事故披露能否组成一套跨模型的验收标准

📖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
ChatGPT@chatgptAI718.1K粉 · 1条延续GPT-5.5退场通知,并征集ChatGPT Sites功能反馈。
@chatgpt2026-09-15♥28.7K👁2.0M↗ 打开X
On October 14, it's time to say farewell to GPT-5.5 in ChatGPT, ChatGPT Work, and Codex across all plans. If you use GPT-5.5 in Codex, switch to GPT-5.6 Sol or GPT-6 Astra. Thanks for everything, 5.5 🫡
GPT-5.5将在10月14日退出ChatGPT、Work与各档Codex,迁移窗口已经明确。
▸ 折叠1条(转推/噪音)
转推2026-09-16 RT @simpsoka: What features are we missing in ChatGPT sites? What should we add?
Sam Altman@samaAI6.2M粉 · 2条主页检查降级;文件仍收录临床版Astra转推和下周发布预告。
@sama2026-09-16♥1.2K👁89.6K↗ 打开X
the main thing i was excited about launching this week will be next week instead, but imo worth the wait!
引用@samabig 🚢 this week and then for devday 🚢🚢🚢🚢🚢🚢 ↗
@sama2026-09-15♥12.3K👁1.9M↗ 打开X
big 🚢 this week and then for devday 🚢🚢🚢🚢🚢🚢
引用@thsottiauxThis week will also be a level of ships that you could have expected for DevDay 2025. Crazy ↗
▸ 折叠1条(转推/噪音)
转推2026-09-17 RT @thekaransinghal: Verified U.S. clinicians can get free GPT-6 Astra (Pro) access today via ChatGPT for Clinicians. Sign up: https://t.c…
Tibo@thsottiauxAI693.0K粉 · 6条集中为Astra与ChatGPT造势,互动很高但有效产品细节有限。
@thsottiaux2026-09-16♥6.1K👁1.2M↗ 打开X
Sometimes physics can't be cheated
引用@samathe main thing i was excited about launching this week will be next week instead, but imo worth the wait! ↗
@thsottiaux2026-09-16♥4.7K👁1.0M↗ 打开X
Astra ✅ Fast ✅ Frontier ✅ Efficient ✅ For everyone
引用@j_dekoninckWe are releasing the latest version of BrokenArXiv and ArXivMath! These benchmarks now focus on conjectures that were refuted in the last month on ArXiv, and models are executed within a harness instead of directly via API. Performance remains impressive, … ↗
@thsottiaux2026-09-16♥706👁76.0K↗ 打开X
What is ChatGPT
@thsottiaux2026-09-16♥3.2K👁413.1K↗ 打开X
Astra, as seen by Imagegen https://t.co/b3La6ZCY5O
@thsottiaux2026-09-16♥7.7K👁661.9K↗ 打开X
11pm on a Tuesday, big startup energy https://t.co/JZcrZraqhY
@thsottiaux2026-09-15♥5.0K👁831.3K↗ 打开X
2026 is the year of efficiency and Tuesday is for random swag drops on your door handle https://t.co/w68GaYgrmX
Peter Gostev@petergostevAI26.8K粉 · 7条让Astra长时间玩《过山车大亨2》,用恢复失败的过程测试Agent能力。
@petergostev2026-09-16♥6.8K👁353.5K↗ 打开X
引用@OpenAIWe're sharing our new framework for tracking, investigating, and disclosing instances of model misalignment at OpenAI. The framework sets criteria and timelines for public disclosure, including when we haven’t yet fully explained or mitigated the behavior. … ↗
@petergostev2026-09-16♥24👁1.7K↗ 打开X
I got Astra to play Roller Coaster Tycoon 2 with the goal of reaching 1000 visitors. It took 3 hours to finally get there. It was struggling at times, blocking visitors, placing rides or food stalls without access to them. But it was surprisingly good at recovering. Fable next? https://t.co/N8I2K3ZYU3
三小时游戏任务暴露布局错误,也展示了从局部失败恢复的能力。
@petergostev2026-09-16♥9👁2.2K↗ 打开X
Astra: "trapped guests are leaving now, so the guest count has dropped sharply" https://t.co/vaqGQw9Xst
@petergostev2026-09-16♥12👁1.8K↗ 打开X
Watch GPT-6-Astra play RollerCoaster Tycoon 2 while I'm flying to SF https://t.co/vaqGQw9Xst
@petergostev2026-09-16♥137👁4.5K↗ 打开X
Can't wait to use models that mog Astra and Fable like this https://t.co/mE60Wi6qF6
@petergostev2026-09-16♥1👁199↗ 打开X
We are so early. Not even a third of organisations are in the 'at least scaling' stage of agents/coding assistants. There is an insane power law of the level of AI usage right now. If you use your $200/month sub, you are probably in the 0.1% of the usage across real orgs https://t.co/J9OYgMFr36
OpenAI@OpenAIAI5.3M粉 · 1条发布模型失配追踪、调查与披露框架,并公开六份案例报告。
@OpenAI2026-09-16♥3.7K👁2.0M↗ 打开X
We're sharing our new framework for tracking, investigating, and disclosing instances of model misalignment at OpenAI. The framework sets criteria and timelines for public disclosure, including when we haven’t yet fully explained or mitigated the behavior. More complex cases may require longer investigation or coordination with third parties. We’ll prioritize examples that reveal new misalignment mechanisms, meaningful changes in known behavior, or findings that challenge assumptions about safety or mitigation. Alongside the framework, we’re publishing six reports on instances of misaligned behavior we’ve observed during the training or evaluation of our models in the last six months. This is a starting point. We’ll refine the process through experience and public feedback, and share more reports on an ongoing basis. https://t.co/ismCCkeE0L
模型失配披露框架开始规定优先级、时间线与复杂案例处理方式。
Thariq@trq212AI342.6K粉 · 1条本期唯一推文判断MCP在多数集成里优于CLI,理由是工具调用、延迟加载与无状态协议都已成熟。
@trq2122026-09-15♥2.6K👁417.6K↗ 打开X
I was not expecting things to go this way, but I think MCPs are better than CLIs for most integrations. The models have gotten much better at tool calling, we can defer tools &amp; MCP is now stateless. If you need to compose/filter data, add params like query to your MCP tools.
MCP优于CLI的判断建立在工具调用增强、延迟加载和无状态化三个变化上。
Greg Brockman@gdbAI1.1M粉 · 7条主页检查降级;文件仍收录Shopify广告、Databricks部署与企业数据Agent信号。
@gdb2026-09-16♥386👁56.9K↗ 打开X
excited to help Shopify merchants advertise their products in ChatGPT:
引用@harleyfChatGPT Ads for @Shopify is live. We are @OpenAI's first commerce partner. OpenAI pulls straight from Shopify Catalog, so merchants' products are already there. Merchants set their own campaigns, their own budget. Free to install, tracked right from the … ↗
Shopify商家进入ChatGPT广告链路,平台商业化从信息流走向Agent界面。
@gdb2026-09-16♥832👁165.9K↗ 打开X
wall-to-wall deployment of astra for engineers at databricks:
引用@pwendellToday we rolled out Astra to every engineer at Databricks (N=~3500). Some notes that may be helpful to others: 1. Astra unambiguously out performs our previous highest-end models (Opus 5, Sol 5.6) on highly complex tasks, especially those related to high … ↗
Databricks全员部署Astra的转述值得跟,但本期文件里的正文细节有限。
@gdb2026-09-16♥54👁6.4K↗ 打开X
great notes on wall-to-wall deployment of astra for engineers at databricks:
引用@pwendellToday we rolled out Astra to every engineer at Databricks (N=~3500). Some notes that may be helpful to others: 1. Astra unambiguously out performs our previous highest-end models (Opus 5, Sol 5.6) on highly complex tasks, especially those related to high … ↗
@gdb2026-09-16♥1.0K👁168.2K↗ 打开X
Codex voice for road trips:
引用@jonathanroomerI’ve got Codex (voice) in CarPlay. And it’s fantastic. I can now build things during road trips, while all 5 kids make a noise and my wife asks why I talk to the AI more than I talk to her. It runs through my Nightblood iOS app, which gives ChatGPT Voice a … ↗
@gdb2026-09-15♥2.0K👁327.9K↗ 打开X
Astra and Luna are taking off
引用@PeterJ_WalkerShare of wallet (dollars spent) vs share of tokens used. Anthropic vs OpenAI Astra = top model by spend last week Luna = top model by tokens (by a LOT) https://t.co/l8M7hgDnyi ↗
@gdb2026-09-15♥990👁151.2K↗ 打开X
chatgpt work for operating over and taking actions with your company's data, including building dashboards. just connect your existing tools, including PowerBI, Tableau, Clickhouse, Oracle BI, AWS Redshift, etc..
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 … ↗
@gdb2026-09-15♥1👁928↗ 打开X
chatgpt work for operating over your company's data, including building dashboards:
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 … ↗
Matt Pocock@mattpocockukAI351.4K粉 · 5条主张从每天一个任务开始建立软件工厂信任,并继续把复盘转成确定性检查。
@mattpocockuk2026-09-16♥1.7K👁110.0K↗ 打开X
A great idea I'm stealing from @dexhorthy: When you first start building a software factory, make it TINY. Don't get it to triage every issue in your repo. Just do one per day. Check its output. Adjust it. Keep going with your regular work. As you begin to trust its judgment, get it to triage TWO issues per day instead. Then five. Then ten. Start small. Adjust. Build trust. Expand.
软件工厂从每天一个issue起步,用通过验收的历史换取更大自动化范围。
@mattpocockuk2026-09-15♥1.8K👁94.5K↗ 打开X
/retro will now aggressively look for opportunities to turn fuzzy rules into deterministic checks It'll propose custom lint rules, pre-commit hooks, or CI workflows. Found an error? Do a /retro, and make it impossible next time https://t.co/7PJwGitH3G
把复盘结果转成lint、pre-commit或CI,才能让同类错误以后自动失败。
@mattpocockuk2026-09-15♥200👁50.9K↗ 打开X
Post your completion certificate below folks
引用@bbertucc@mattpocockuk how can i hire someone who took your course? we’re hiring AI engineers at University of Illinois Chicago and I want someone who has mastered your courses. ↗
@mattpocockuk2026-09-15♥338👁34.0K↗ 打开X
We turned the cafe into a dumb zone
引用@dexhorthytil “/grill-me” can also be applied to breakfast - cheers @mattpocockuk https://t.co/abHkqoAWGt ↗
@mattpocockuk2026-09-15♥291👁39.3K↗ 打开X
AI: I thought of a great new leading word Matt: It better not be what I think it is AI: Nah I promise it's really original Matt: I think I know what it is AI: You don't, I promise Matt: Is it gate AI: how did you
OpenAI Developers@openaidevsAI428.2K粉 · 2条集中放大Astra在Unity、Blender、机器人与实体制作中的社区案例。
@openaidevs2026-09-16♥1.3K👁138.5K↗ 打开X
You can just build (physical) things.
引用@natalieyeo"Hello World" from this cute physical Codex pet! To all the @OpenAIDevs Day 5 of building with Astra https://t.co/aTeijhJQT1 ↗
“可以直接造实体”是Astra社区活动的口号,具体能力仍要逐案例验收。
@openaidevs2026-09-16♥285👁29.9K↗ 打开X
What can you do with GPT-6 Astra?
引用@rpnicksonWhat’s the wildest thing you’ve built in 3D with GPT-6 Astra? I’m teaming up with @OpenAIDevs to see what you got. RT and drop a link, render or video in the replies. You’ve got 24 hours. ↗
▸ 折叠13条(转推/噪音)
转推2026-09-17 RT @nickbaumann_: In honor of GPT-6 community night, here's some of the coolest projects built by the community Shoutout to everyone who's…
转推2026-09-17 RT @derrickcchoi: Made a Monaco Grand Prix final lap film with Astra. 🏎️ 87 seconds. All 22 F-1 cars. 2,610 frames to render at 4K 30fps.…
转推2026-09-16 RT @ryanvogel: this video was created entirely by astra controlling blender i just gave general direction and storylines, it controlled re…
转推2026-09-16 RT @rpnickson: What’s the wildest thing you’ve built in 3D with GPT-6 Astra? I’m teaming up with @OpenAIDevs to see what you got. RT and…
转推2026-09-16 RT @axbehr: You can just build an FPS Astra built me a starcraft inspired game in unity in 36 hours. It generated textures with image gen,…
转推2026-09-16 RT @ProductHunt: 2 days left to schedule your launch for the GPT-6 Astra Challenge. Launch on Product Hunt this Friday, September 18, for…
转推2026-09-16 RT @unitygames: We heard you loud and clear 🔊 Introducing the official Unity plugin for @OpenAI’s Codex - a first-party integration availa…
转推2026-09-16 RT @Scav: Astra made our robots dance https://t.co/7jKiu5rcYz
转推2026-09-16 RT @pridgenmd: What can an AI agent do with first-class access to a radiology viewer? I was impressed by what it achieved! Using a WebMCP-…
转推2026-09-16 RT @natalieyeo: "Hello World" from this cute physical Codex pet! To all the @OpenAIDevs Day 5 of building with Astra https://t.co/aTeijhJ…
转推2026-09-15 RT @phuakuanyu: 366 things people built with gpt-6 astra. made astra atlas to browse them all. videos side by side, grouped by category, w…
转推2026-09-15 RT @RaygunIcecream: 🔭 Astra Commons in Adelaide ✨ Very fun to bring Adelaide locals together to hang out and explore what GPT-6 Astra can…
转推2026-09-15 RT @gabrielchua: We gave builders in Singapore unlimited tokens to build with Astra ✨✨✨ Here's what went down @OpenAIDevs https://t.co/wd…
clem 🤗@ClementDelangueAI687.8K粉 · 1条围绕开放模型安全、AI网络攻击和行业融资持续转发与表态。
@ClementDelangue2026-09-15♥867👁95.3K↗ 打开X
As the first publicly disclosed agent cyberattack victim, we've had a front-row seat to this new risk. I formalized my thinking about it below. I'll be in DC tomorrow to share more with policymakers and at decoded summit by @politico! https://t.co/uUlmQallMX
▸ 折叠5条(转推/噪音)
转推2026-09-17 RT @Thom_Wolf: Happy to start collaborating with @baselabs from @baseten and @GoodfireAI to push safety and interpretability for open model…
转推2026-09-16 RT @naval: If AI is risky like fire is risky, then you want everyone to have it. If AI is risky like a nuclear weapon is risky, then you w…
转推2026-09-16 RT @arcee_ai: Today, we are announcing our Series B funding round, valuing the company at more than $1B. This round accelerates our next-g…
转推2026-09-16 RT @politico: Hugging Face CEO @ClementDelangue, whose company was the victim of an AI-led cyberattack, said existing cyber laws are likely…
转推2026-09-15 RT @mmitchell_ai: I see pausing/pacing AI quite differently. To assert the need for a slowdown of "AI" asserts a particular vision of tech.…
Hassan@nutlopeAI99.9K粉 · 3条公布1018篇论文的多模型分类流水线,并给出成本与延迟自报数据。
@nutlope2026-09-17♥803👁47.2K↗ 打开X
I used Jev to classify 1,018 AI research papers. The result: $0.08 total cost and 256ms median end-to-end latency per paper. The pipeline was: 1. Summarize each paper with DeepSeek V4 Flash 2. Send the title + summary + 24 possible topics to Jev 3. Use Jev to classify each paper 4. Visualize everything on https://t.co/hs63SlHxjw The summaries cost $3.99 on @togethercompute. The classifications cost $0.08 on @typesafeai. So for just over $4 of inference, I ended up with a pretty useful way to explore the top AI research papers from the past year. I think this is where things are heading: different models for different parts of the workflow, instead of using one model for everything. I’m running evals on the Jev classifications before replacing the current ones, but the site is already live: https://t.co/hs63SlHxjw
1018篇论文分类:摘要3.99美元、分类0.08美元;作者仍在评估标签质量。
@nutlope2026-09-16♥21👁1.8K↗ 打开X
Going to be speaking at AIE New York... with my dad! He's a CPA + business professor which is perfect since the conference theme is finance in AI. Hopefully the first father and son talk at @aiDotEngineer? 😂 https://t.co/7NGDb3k31K
@nutlope2026-09-15♥752👁77.7K↗ 打开X
I'm open sourcing the code for this launch video! Built with @Remotion. Includes all the versions, animations, sound effects, and a quick guide showing how to run it and adapt it for your own launch videos.
引用@nutlopeIntroducing Inspo. A design MCP server for Claude Code, Codex, and OpenCode. It searches 800+ beautiful websites and finds relevant design inspiration for your coding agent. Install → npx inspo-mcp install https://t.co/iyw777zrgj ↗
Vaibhav (VB) Srivastav@reach_vbAI59.4K粉 · 8条记录Codex远程工作、子Agent复核、Astra速度体验和OSS资助计划。
@reach_vb2026-09-16♥94👁12.8K↗ 打开X
recommended read 🔖
引用@OpenAIWe're sharing our new framework for tracking, investigating, and disclosing instances of model misalignment at OpenAI. The framework sets criteria and timelines for public disclosure, including when we haven’t yet fully explained or mitigated the behavior. … ↗
@reach_vb2026-09-16♥253👁8.2K↗ 打开X
bit bizzare how we went from babysitting models while they are implementing simplest of features to having agents securely build full fledged monoliths used by millions of users all in less than 8 months or so?
八个月能力跃迁来自个人观察,适合当趋势信号而不是行业统计。
@reach_vb2026-09-16♥173👁6.6K↗ 打开X
spent the past week hopping from one plane to the next. wouldn’t have got jack shit done without Codex remote and ChatGPT Work what an incredible time to be alive!!
远程Codex与企业数据工具让旅途中继续工作,异步入口的价值在场景中显现。
@reach_vb2026-09-16♥200👁7.9K↗ 打开X
an emergent behaviour w/ Astra is if I tell it to be fast, it is fast and gets the job done quite accurately and is actually fast at it previously models (like 5.5) would cut corners or submit incomplete work but w/ Astra it feels like it mostly gets it spot on
@reach_vb2026-09-15♥238👁17.1K↗ 打开X
this is pretty consistent with my experience pushing sub agents In most cases I only use one sub agents to review the work as the main agent continues its work
引用@pvncherI hate to say it, but if you’re running more than 2 sub agents at time, you’re almost certainly burning tokens for 0 quality gain. Agents don’t trust each other enough to avoid double-checking everyone’s homework. ↗
子Agent最稳定的用法之一是独立复核,而不是盲目并行实现。
@reach_vb2026-09-15♥369👁70.1K↗ 打开X
So happy to be launching the next round of Codex for OSS 💙 We’re doubling the program to 10,000 grants in total, with $100 Pro plans for maintainers. Please apply, and if you’ve received a grant before, come back and reapply! To the maintainers putting so much time and care into the software we all build on: thank you. Excited to support more of you!
引用@charliermarshWe started Codex for OSS six months ago. Today, we’re renewing the program with $100 Pro plans and doubling the number of grants (from 5,000 to 10,000) to reach more maintainers. (If you received a grant previously, we encourage you to … ↗
Codex for OSS扩大到1万份资助,每份为维护者提供100美元Pro计划。
@reach_vb2026-09-15♥343👁9.9K↗ 打开X
@reach_vb2026-09-15♥205👁10.9K↗ 打开X
rust 🦀 is all you need!
▸ 折叠1条(转推/噪音)
转推2026-09-16 RT @rhiannon_io: We still have 20 ✨ Astra Commons ✨ events taking place all over the world between now and Sept 30th! From Ecuador to Pari…
Philipp Schmid@_philschmidAI120.6K粉 · 1条发布DeepMind Institute,关注AI能力的治理、经济与人类繁荣议题。
@_philschmid2026-09-16♥210👁6.8K↗ 打开X
We just launched the DeepMind Institute, a platform for researchers across @GoogleDeepMind and the wider research community to publish and debate how increasingly capable AI should be built, governed and used. First 4 essays on reasoning transparency, economic policy and human flourishing at https://t.co/7cMk0xzVGw.
DeepMind Institute首批文章覆盖推理透明度、经济政策与人类繁荣。
Alex Volkov@altryneAI42.1K粉 · 11条密集测试Astra的额度与长任务稳定性,也追踪语音Agent、模型治理和付费宣传。
@altryne2026-09-16♥24👁5.0K↗ 打开X
Is this... pacing?
引用@samathe main thing i was excited about launching this week will be next week instead, but imo worth the wait! ↗
@altryne2026-09-16♥5👁1.3K↗ 打开X
The three or so posts I saw about the new instinct/muse clone starting with R were from paid partnerships.
@altryne2026-09-16♥10👁2.2K↗ 打开X
IDK about yall, but I run out of Astra after like a day into the week. Literally yesterday I finally reset, and started using astra on medium non fast, and I'm less than 20% now. Astra for "everyone" but not quiiiite yet
引用@thsottiauxAstra ✅ Fast ✅ Frontier ✅ Efficient ✅ For everyone ↗
Astra高强度使用一天就接近耗尽周额度,能力与供给仍不同步。
@altryne2026-09-16♥10👁1.2K↗ 打开X
Suuuure, let's let a bunch of geriatric, self serving, fear using, deal making political animals that only care about the next election cycle the reigns of a technology they didn't have any hand in creating, that they don't understand and that they are now using for scoring political points to scare the bajeesus out of the "people" it's supposedly dangerous for to get votes. That's a 100% better plan than what we have currently. /s in case this wasn't clear.
引用@SenWarrenToday, I'm calling to immediately press pause on the development of advanced AI while lawmakers and regulators put systems in place to keep people safe. ↗
@altryne2026-09-16♥118👁25.5K↗ 打开X
With @Muse and Instinct both launching "Agent calls businesses" mode, Eleven lab launches an AI receptionist. Very soon, both of these will meet, and decide that voice is the wrong protocol and switch to text 😂
引用@ElevenLabsIntroducing Reception, an AI receptionist platform for small businesses, built on ElevenAgents. Every missed call could be a lost customer. Reception answers every call, answers questions, books the job, and texts confirmation. Set up in minutes just by … ↗
语音Agent互相通话最终可能退化成更高效的文本协议。
@altryne2026-09-16♥18👁1.9K↗ 打开X
Claude CoWork is dead, long live Claude
引用@felixriesebergToday, we're combining Cowork and Chat into one Claude. You can fire off questions and then turn to serious work in the same conversation. When your computer is open, Claude can use your local files and apps - and if you close it, Claude will keep working … ↗
@altryne2026-09-16♥6👁1.1K↗ 打开X
Astra is just blowing my mind at how good it smells and how lazy/inconsistent it is sometimes. Work that is flawless for a few hours while I sit there, pugged in, amazing voice interactions, everything just works, computer use is immaculate and then... as soon as I step away, it would just randomly STOP working without a reason. When probed about "why you stopped" it comes up with some BS excuse or "oh yeah you're right, lets keep going"
长任务表现会在无人盯守时随机停下,稳定性不能只用坐席演示判断。
@altryne2026-09-15♥8👁1.2K↗ 打开X
Microsoft MAI announced their Code of Conduct for Humanist AI. It differs SIGNIFICANTLY from the Anthropic Claude Constitution! This is the document they will train their models on and they are collecting feedback and want to hear from you! MAI is claiming (do you agree?) > Humans will always matter MORE than AI > The idea of AI wellfare is wrong, AI has and will never have any rights > MAI aren't racing for SuperIntelligence > Never speak in Neuralese - humans have to understand AI And a bunch more interesting ideas. Do you agree with their approach?
引用@mustafasuleymanhttps://t.co/8XJVIXDpQz ↗
@altryne2026-09-15♥7👁2.8K↗ 打开X
Meet my most useful @bot - Weekend Scout! For Parents and DINKs! https://t.co/1vhj3oiBb6 Never have a boring weekend again! Is your significant other always asking "what are we doing this weekend" and you're out of ideas? Are your kids getting on your nerves at home and you WISH you had plans but were too busy to plan? Have you ever missed a long weekend cause you forgot it's coming up? Weekend scout knows about this pain! It also knows the best resources around you that posts the coolest stuff! That special Lego/F1 popup that's free for this weekend only, that other upcoming opening of a thing that will be sold out after 3 hours! It plans this and upcoming weekends, around your schedule! Honestly, this was a "build for myself" type thing, after our weekend plans got cancelled and I found myself scrambling to find stuff to do with kids! Well, no more! LMK if this @bot helps you (can easily be adjusted for a dating couple, GF/BF, DINK couples) and if you do use it, please hit like/share? If I win tickets to a starship launch maybe my weekend bot will help me plan! 🙏
引用@grokWe’re inviting one Grok Bot user to a Starship launch. You could win the invite by sharing the ways you've integrated @Bot into your work. The invite includes a plus one. How to submit and some examples we love: https://t.co/t2Mpn7v0bj ↗
@altryne2026-09-15♥4👁1.3K↗ 打开X
You guys think this meeting is being Transcribed? @meetgranola can't we combine all this into like 1 message? this is really spammy and annoying https://t.co/pOMK58GDKV
@altryne2026-09-15♥19👁3.2K↗ 打开X
Didn't OAI have a thing about vagueposting? Sam and Tibo are drumming the beat about this week https://t.co/NJCnI0w1J6
引用@samabig 🚢 this week and then for devday 🚢🚢🚢🚢🚢🚢 ↗
▸ 折叠3条(转推/噪音)
转推2026-09-17 RT @thursdai_pod: Tomorrow 8:30am PT - ThursdAI live. Pace Frontier map. Jev / TypeSafe. Instinct $10B + Concierge. Muse. Gemini 3.8 Live.…
转推2026-09-15 RT @finkd: Last month I wrote about how we can build a positive and safe future for everyone: https://t.co/1KtONlqBs5 Every lab has the re…
转推2026-09-15 RT @altryne: POTUS cold called @JensenHuang right on stage of the All in summit. (I asked @bot to add subtitles). Called out AI doomerism…
Simon Willison@simonwAI223.2K粉 · 1条用一句话抓住Claude产品合并的行业含义:各家都在争通用Agent。
@simonw2026-09-16♥74👁18.4K↗ 打开X
Echoes of OpenAI renaming the Codex desktop app to "ChatGPT" here - everyone's racing to establish themselves as a general agent now
引用@mikeykClaude Cowork and Chat are now one Claude, starting today. The most common thing we hear: people aren't sure which product to start with. That friction gets in the way of getting the best from what these models can do. I've been on the unified version for a … ↗
Claude合并入口被解读为通用Agent竞争,而非一次普通改名。
Ben Tossell@bentossellAI200.2K粉 · 3条试用开放模型并发布BB的Droid插件,内容以工具体验为主。
@bentossell2026-09-16♥16👁5.9K↗ 打开X
to celebrate i just released v0.2.0 of the @get_bb_app droid plugin use droid in bb - btw open models are good https://t.co/XJSODrS6yr
引用@matanSFWe have raised $200M at a $5B valuation to scale self-improving software development in the enterprise. @FactoryAI has grown to serve hundreds of thousands of developers at companies including RBC, Adobe, Nvidia, T-Mobile, and Palo Alto Networks. We will … ↗
@bentossell2026-09-16♥32👁17.2K↗ 打开X
good first experience with this model 😳 also...sounds like another model https://t.co/2PNGyfeV3a
引用@OpenRouter🥷 New stealth model: Union Alpha (@unionalphaai) A multimodal model for research, coding, and agentic workflows. - Free to use - 256K context - Tool calling - Frontier-level general-purpose performance Try it now and share your … ↗
@bentossell2026-09-15♥31👁5.0K↗ 打开X
the real software factory 🔥🔥
引用@FactoryAIWe've raised $200M at a $5B valuation to scale self-improving software development in the enterprise. The round brings our total funding to over $400M and more than triples our $1.5B valuation from April. https://t.co/YDUvpO5Axg ↗
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转推2026-09-15 RT @KalGrinberg: graphic designers: reply with a redesigned graphic and I literally hire you
swyx@swyxAI192.6K粉 · 1条主要转发AI工程大会、模型研究与AI slop衡量讨论,原创信号较少。
@swyx2026-09-15♥26👁6.6K↗ 打开X
引用@swyxdear openai just make a new phone everyone wants openaiphone we can read 2-4x faster than we talk and speak openai alexa reachy hybrid is fine but pls just be a stepping stone to phone we want phone signed, everybody ↗
▸ 折叠6条(转推/噪音)
转推2026-09-17 RT @pbakaus: If you're interested in the origin story of Impeccable and the philosophy of it, here's my talk on the subject from @aiDotEngi…
转推2026-09-16 RT @thaiscbranco_: How do we end AI slop? To fix it, you gotta measure it first. Thanks for having me @swyx @aiDotEngineer! https://t.c…
转推2026-09-15 RT @MilksandMatcha: During an outage, every second matters. That is one of the reasons OpenAI is using @cerebras internally. @seanlie desc…
转推2026-09-15 RT @CompleteSkeptic: After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last…
转推2026-09-15 RT @latentspacepod: 🆕 Humanity’s Last Invention — with @RichardSocher! https://t.co/qOKd1AWBLp @recursive_si is the latest neolab to burs…
转推2026-09-15 RT @aiDotEngineer: AI Engineer Paris is one week away! A huge thank you to all our incredible sponsors for making this special event possi…
🧑‍💻 独立开发者
@levelsio@levelsioindie957.2K粉 · 10条支付链接、Agent式支付与商业银行卡吐槽为主,夹杂旅行与大量转推。
@levelsio2026-09-16♥870👁90.7K↗ 打开X
引用@TrungTPhanJensen masterfully handles the potential Benioff frame-mog: “Look, I'm very good friends with both of you guys…I always feel like I need to stand on a chair…I just wanna let you guys know that when I'm on an airplane, I'm a lot more comfortable than you … ↗
@levelsio2026-09-16♥354👁103.7K↗ 打开X
Very interesting guy to follow @scottbrills #1 traveler on my site with 2,162,433 km traveled, 94 countries and 702 cities visited (!) Absolutely crazy and his timeline is full of crazy travel stories
引用@scottbrillsLooks like other people's claims that I've been one of the most traveled people they know are backed up, at least on one website. 😂 ↗
@levelsio2026-09-16♥541👁87.0K↗ 打开X
Crazy @Wise Business only lets you have 1 physical card With @Revolut I have like 6 physical cards, many very beautiful ones! Meanwhile my Wise card is completely destroyed already but to replace it I'd have to delete the card so I won't have a card to pay with for weeks 😂 then get a new one I like Wise for my business but sometimes I think what they're even doing, it'd so easy to compete with them because they're usually not even trying to do more P.S. I pump millions through Wise per year (because it's my businessh much more than Revolut!
@levelsio2026-09-16♥611👁264.2K↗ 打开X
引用@levelsioOf course random people are all sending me money now I will buy 🥩 steak from it, promised 😊 https://t.co/shgovGOeiY ↗
@levelsio2026-09-16♥690👁142.4K↗ 打开X
Helicopters are fundamentally unstable
引用@BNONewsBREAKING: TV news helicopter crashes during live shot of bus crash in Los Angeles. The helicopter belongs to NBC Los Angeles (KNBC-TV). No word yet on casualties. https://t.co/kXwgr5meOP ↗
@levelsio2026-09-15♥2.9K👁182.7K↗ 打开X
🇪🇺 Great data and actually I think we should use this kinds of data to completely turn around Europe's immigration policy: - We should have super easy inflow for immigrants from countries whose previous immigrants have shown low crime rates You're from Japan? Just fly here and you can stay forever - We should then almost completely ban any inflow from countries whose previous immigrants have shown high crime rates with instant deportations You're on the top of that list? You're not coming in, sorry. We have to keep Europeans safe first! Then you can add special exceptions for people in those worst rated countries for high quality talent, think AI engineers, neurosurgeons, high IQ people, with no crime records. But that process will take a little bit longer than just flying into Europe Then every year you check the data and you adjust the policy based on last 5 or 10 years of criminal history of immigrants from those places I think this is the most common sense policy and it'll make Europe much safer
引用@tomaspueyoLots of people discuss immigration &amp; crime in Europe, so I compiled what I think is ALL the data on the topic, which is hard because many countries hide it. Do they commit more crime? Is it because of age? Sex? Education? Poverty? Culture? 1. Sexual … ↗
@levelsio2026-09-15♥39👁8.8K↗ 打开X
Great data
引用@tomaspueyoLots of people discuss immigration &amp; crime in Europe, so I compiled what I think is ALL the data on the topic, which is hard because many countries hide it. Do they commit more crime? Is it because of age? Sex? Education? Poverty? Culture? 1. Sexual … ↗
@levelsio2026-09-15♥677👁546.9K↗ 打开X
Of course random people are all sending me money now I will buy 🥩 steak from it, promised 😊 https://t.co/shgovGOeiY
引用@levelsioOk if you add a payment link, you get a [ Pay ] button and anyone can send you money! And you can remove your private details from the Stripe profile too They're auto filled (which I think they shouldn't be cause d0x risk) https://t.co/qjFF0SvCST I think … ↗
@levelsio2026-09-15♥205👁50.1K↗ 打开X
Of course next is @X Money So we might all be paying with our usernames soon! (AI generated based on @niccruzpatane's pic) https://t.co/8YWoF5Abcj
引用@levelsioOk if you add a payment link, you get a [ Pay ] button and anyone can send you money! And you can remove your private details from the Stripe profile too They're auto filled (which I think they shouldn't be cause d0x risk) https://t.co/qjFF0SvCST I think … ↗
@levelsio2026-09-15♥502👁476.3K↗ 打开X
Ok if you add a payment link, you get a [ Pay ] button and anyone can send you money! And you can remove your private details from the Stripe profile too They're auto filled (which I think they shouldn't be cause d0x risk) https://t.co/qjFF0SvCST I think these kinds of profiles and @Cloudflare's are a step to get the world ready for AI agent style payments that will pass by the traditional expensive credit card system and just go straight stable coin wallet-to-wallet Very cool!
引用@levelsioGot my Stripe wallet @pieter https://t.co/9adga7dfBf ↗
▸ 折叠5条(转推/噪音)
转推2026-09-17 RT @philz1337x: My upscaler made "computer, enhance" real https://t.co/GqYCMifD8p
转推2026-09-16 RT @rolottr: @levelsio would love this 🥸
转推2026-09-16 RT @nikitabier: I recently got a dog and I quickly learned that a puppy needs to be taken out every hour to pee for up to 6 months. Otherwi…
转推2026-09-16 RT @teslaeurope: 2 years of testing FSD Supervised all over Spain Across 460,000 km, we have seen it all https://t.co/RyyRME0r5D
转推2026-09-16 RT @taylorotwell: Shipped vanilla PHP / index.php / @levelsio mode on Laravel Cloud today btw. https://t.co/QhoCZKocJ1
DHH@dhhindie884.1K粉 · 7条Omarchy资金、移动端、本地推理与中国社区进展密集更新,夹杂公共议题。
@dhh2026-09-17♥331👁26.3K↗ 打开X
I'm sitting down with 0xSero tomorrow to talk about Omarchy, the malleable computer, and local AI. That is... If we can find a studio. Halp?
引用@0xSeroCopenhagen friends, I'm trying to book a Podcast studio for Friday. Very last minute, I sent enquiries to 11 studios but I would really appreciate any help. 250$ finders fee if you can get me something. https://t.co/qOQs5Qtlc9 ↗
Omarchy把本地AI与可塑电脑放进同一叙事,社区内容仍在扩张。
@dhh2026-09-16♥1.5K👁82.9K↗ 打开X
Banning kids from online games?? Kids, pack your Fortnite bags, vacation is over, we gotta go home to the land of the free. (They can't be serious, surely? SURELY?)
引用@DexertoThe EU is reportedly preparing to ban kids under 15 from social media, AI chatbots and online games https://t.co/e2VH4j8v4z ↗
@dhh2026-09-16♥468👁46.8K↗ 打开X
Omarchy China is going to be amazing with Yunjie on board to help steer, and with me bringing maximum urgency and agency to the mission 🐲
引用@xdangersat down with @dhh for 90 minutes. although i already thought Omarchy was the missing product that should have existed years ago, I still had a few concerns. then it turned out he already had a sharp read on every little worry I had. really glad to be in … ↗
@dhh2026-09-16♥636👁40.5K↗ 打开X
Them millions for Omarchy just keep multiplying!! And they are, in fact, twice as sweet when they're coming out of the AAPL stock stash 😂 THANK YOU!! 🙏
引用@jasonfriedMy million is on the way. Funded by decades of gains from Apple stock, no less! Definitely my best trade(s) ever. https://t.co/4myUEqNW2c ↗
@dhh2026-09-16♥970👁45.0K↗ 打开X
Efforts underway for Omarchy on mobile progressing faster than I can keep up!
引用@simonschubertOmarchy on Pixel 3a. I love quickshell, migrated almost every app from calls to weather app to QML. With shared theming and extended omarchy theming for rounded corners etc. @dhh https://t.co/WYb6drnKVr ↗
@dhh2026-09-16♥1.2K👁47.5K↗ 打开X
We're going to have to work much, MUCH harder to spend all those wonderful @AIatMeta tokens! Muse Spark 1.3 Contributor is unbelievably frugal. I've been chugging tokens at translations to get to 50 languages. Barely made a dent. Thanks again @alexandr_wang and team 🙏 https://t.co/Jo0TyLfgur
Muse Spark token消耗低的个人样本,任务是大批量翻译到50种语言。
@dhh2026-09-16♥1.9K👁140.4K↗ 打开X
A million here, a million there, and before you know it, we're talking about real money for Omarchy. THANK YOU @tobi!! https://t.co/iZ0pC7Epch
▸ 折叠8条(转推/噪音)
转推2026-09-17 RT @mark_k: Omarchy Linux is insanely conducive to hacking on your own system, especially with AI agents. You spot something that could be…
转推2026-09-17 RT @JoshuaSWarren: I need your help to expand the Linux driver for the Apple Neural Engine! I am looking for volunteers with these specif…
转推2026-09-17 RT @MichaeldeBy: Bad sound is my one complaint with every non-Apple laptop I have owned. A MacBook sounds good because Apple measured its s…
转推2026-09-16 RT @pranavj09: Can’t wait to see what developers around the world create with this. We all win when open source wins. 🔥 Thank you @dhh for…
转推2026-09-16 RT @Gardnmi: Exploring game ideas where Hyprland windows are the game pieces. Here is an example: Drag a rain cloud over a burning window…
转推2026-09-16 RT @bastidotnet: Building Omarchy Plugins with AI – Jankees van Woezik | Omarchy Stories 003. Now on YouTube, Spotify and Apple Podcasts. @…
转推2026-09-16 RT @jankeesvw: Today I was vibe-coding games with kids at my local primary school, of course I used Omarchy. They loved it. And so did I.…
转推2026-09-16 RT @0xSero: Omarchy lets you turn any machine into an inference server in 3 clicks. No more configurations, no more nonesense https://t.c…
Marc Lou@marclouindie396.6K粉 · 8条给DataFast加MCP/API,同时继续用赛事赞助和身体广告制造发布事件。
@marclou2026-09-17♥59👁10.4K↗ 打开X
And here's the missing part... The short 🍑 bought for $20,000 by @jayhoovy for https://t.co/CWopupfKk7 I was afraid the QR code wouldn't be scannable, but it is! Enes (who also printed the tattoos) did a really good job. D-2 https://t.co/LRvJHAtoZp
引用@marclouSo I’ve got the tattoos already! Coincidence: my wife found Enes’s business on instagram and he happened to also be a indie hacker! He has a little SaaS that automated Pinterest traffic with AI. It’s making $500/mo, and he’s on TrustMRR! … ↗
2万美元身体广告进入最后展示阶段,二维码可扫描是最基本的交付验收。
@marclou2026-09-16♥224👁35.2K↗ 打开X
Now he’s building in public like us 😇
引用@SudoKidTVJust got home from my walk and will be editing and uploading soon. ↗
@marclou2026-09-16♥96👁18.2K↗ 打开X
引用@marclouSlow and steady wins the race https://t.co/jD0CkjqZxR ↗
@marclou2026-09-16♥73👁11.3K↗ 打开X
I added MCP/API support for DataFast mentions & notes. Your AI agent can now read your website’s X and Reddit mentions and add, find, edit, or delete manual chart notes. - “Who mentioned my website on social media in the last 30 days?” - “Add a note that we launched the new landing page today.” - “Find our landing page notes from last month.”
DataFast开放MCP/API,社媒提及与图表备注都可被Agent读写。
@marclou2026-09-16♥719👁95.4K↗ 打开X
I'm stressed out. Before this challenge, I didn't care about my race score. But now I feel like I should perform well. I want to break the internet and make my sponsors proud. So I've set a new goal for myself: sub-1 hour. That's top 2% in HYROX Open. It's my first race, but I've been training for 6 months, and I think I could do sub-65. Sub-60 is very ambitious, but not impossible. That's why I'm stressed. At night, I wake up thinking about how I'll perform. I walk the streets of Istanbul thinking about the split times. This race will be a war. I'll give everything I've got to make it happen.
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 … ↗
把赛事压力公开化是事件营销的一部分,互动高但和产品信号分开看。
@marclou2026-09-15♥905👁48.4K↗ 打开X
@marclou2026-09-15♥139👁30.5K↗ 打开X
Done ✅ but we need to go deeper... There were too many periods shown at once. So now you can pin 📌 your favorite periods and expand the popover if you want to see more periods. (less text to look at = Marc happy) Are there any missing periods? https://t.co/W2PCAGcdDe
引用@sergeynazarovxI'm in such desperate need of "Last 3 months" on @DataFast_ cc: @marclou https://t.co/ipPdRlEafR ↗
@marclou2026-09-15♥500👁133.9K↗ 打开X
Last month, I met @thevarundeep at the meetup I organized in Singapore. He flew from Dubai to pitch me something. His marketing agency connects brands with influencers, and one of his clients, @higgsfield_ai, was interested in sponsored tweets. I never take money to say good things about companies (and never will), so I declined. Instead, I told him they could buy a sponsor spot on @trust_mrr and get in front of 200,000 visitors. He left Singapore the next day at 6 am. Later that day, he emailed me saying they wanted to buy all 20 sponsor slots. I thought that would make TrustMRR look like one giant Higgsfield ad, so I told him they could have up to 5. They bought all 5 for $7,495/mo! That brings @trust_mrr MRR to an all-time high of $26,031 MRR 🎉 As a solo entrepreneur with a whopping marketing budget of $0, I’m surprised by how real companies spend money. They flew someone in to pitch a partnership and were eventually willing to spend $30k/mo. I don’t know if it’s because of the AI race or because I now have a little audience, but it’s impressive to see how much startups are investing in marketing in 2026.
▸ 折叠5条(转推/噪音)
转推2026-09-16 RT @marclou: Go Stalkr, go! https://t.co/3EtfnRvjj1
转推2026-09-16 RT @marclou: I added MCP/API support for DataFast mentions &amp; notes. Your AI agent can now read your website’s X and Reddit mentions and ad…
转推2026-09-16 RT @marclou: I'm stressed out. Before this challenge, I didn't care about my race score. But now I feel like I should perform well. I wan…
转推2026-09-15 RT @marclou: New bio 😌 https://t.co/Uh6ETP58Mo
转推2026-09-15 RT @marclou: Last month, I met @thevarundeep at the meetup I organized in Singapore. He flew from Dubai to pitch me something. His market…
Jon Yongfook@yongfookindie171.7K粉 · 5条一边主张给普通用户做产品,一边担心前沿Agent吞掉社媒排期等独立工具。
@yongfook2026-09-17♥26👁1.6K↗ 打开X
Just changed the Bannerbear favicon for the first time in 5 years. It’s truly incredible what you can do with AI now.
@yongfook2026-09-17♥478👁20.0K↗ 打开X
Don't 👏 Build 👏 Tools 👏 For 👏 Developers 👏 Build stuff for normies.
“给普通用户做产品”是对开发者工具拥挤度的直接提醒。
@yongfook2026-09-17♥466👁17.9K↗ 打开X
One of these days the frontier labs will casually add social media scheduling to their agent capabilities and the entire indiehacker economy will collapse.
前沿Agent若内置社媒排期,独立工具会遭遇入口吞并。
@yongfook2026-09-16♥47👁5.6K↗ 打开X
Just added a MCP page to the marketing site... and I used our MCP to create all the graphics for it 🔃 https://t.co/bip7zaj124
用自己的MCP制作MCP营销页素材,是产品自举的好演示。
@yongfook2026-09-16♥356👁24.0K↗ 打开X
I'm 46. Solo founder from the UK, living in Asia. Looking to connect with more builders &amp; indie hackers! https://t.co/nSM5KqVQsv
Alex Finn@AlexFinnindie474.2K粉 · 2条推广Omarchy与本地模型,强调普通用户也能一键选型和运行。
@AlexFinn2026-09-16♥49👁5.0K↗ 打开X
In case local AI models are banned, it's critical you start experimenting with them now Luckily Hermes just released an awesome feature that makes it easy for ANYONE to get started, no matter what computer you have It will literally determine which model is best for you, then load it and run it. No technical work required at all Just go into the Hermes desktop app then go to settings, providers, then local models. From there is will recommend which model you should be running on your computer. Even if you're running a dirt cheap Mac Mini You click 'set up for me' and it handles EVERYTHING for you In no time you'll have literal unlimited intelligence running locally on your computer No excuses. Do this ASAP
Hermes一键选择本地模型降低了安装门槛,但“无限智能”属于营销表述。
@AlexFinn2026-09-16♥296👁26.7K↗ 打开X
If you use AI, you need to be on Omarchy And if you haven't used it yet, you're missing out big time It is a free, open source operating system built for AI In this video I cover EVERYTHING Omarchy. How to install it and the incredible AI workflows I'm able to pull of on it: https://t.co/UY6edSTTC0
▸ 折叠1条(转推/噪音)
转推2026-09-15 RT @mike_rosinsky: @AlexFinn now we need an Addon so i can interact with the agents in the in-game chat
Tibo@tibo_makerindie208.0K粉 · 4条主推按审核与播放付费的创作者营销平台,也转发MCP/API带来的增长信号。
@tibo_maker2026-09-16♥63👁12.0K↗ 打开X
damn 🤯 first time I grab the @ tibo ok so you'll all have to acknowledge I am the true original TIBO now 😈 https://t.co/uq1gISzuOi no idea how I'll use that though https://t.co/BZs3D886Ti
引用@levelsioOk if you add a payment link, you get a [ Pay ] button and anyone can send you money! And you can remove your private details from the Stripe profile too They're auto filled (which I think they shouldn't be cause d0x risk) https://t.co/qjFF0SvCST I think … ↗
@tibo_maker2026-09-16♥50👁6.9K↗ 打开X
last 30 days we paid $2,565 to 17 creators and Clipatra isn't even launched. it's in private beta here's how it works: - brands start a campaign and put money in a wallet - small creators find relevant campaigns and post a video about the brand to their own audience - creator gets a fixed fee when the video is approved + a bonus on views that's literally it. no ads, no agency, no $5k retainer to find out if it works I started it with my own products because I was tired of paying for reach I couldn't measure 2 months later there are 17 creators who got paid real money now I'm looking for a few brands to join before the public launch the first brands to launch a campaign also get a push from me. I'll post about your campaign on X and send it to every creator on the platform and you only pay creators whose videos you approve. worst case you keep your money and get free distribution reply or DM if you sell something people can film 👇
17位创作者获付2565美元是支出样本,不代表活动已实现正ROI。
@tibo_maker2026-09-15♥256👁79.5K↗ 打开X
I paid $1,499 for an ad on @marclou's TrustMRR it said "Higgsfield? stop getting scammed 👉 revid .ai/switch" it lasted 13 minutes Marc: "I can't leave that on the site" me: "aaah sorry 😅" refunded in full Marc cannot go against a sponsor, I respect that side note, Marc's reaction makes a TrustMRR sponsorship even more valuable imo, you know you're gonna be treated well there 👏 my ad is dead but my offer is still live: 👋 Riggsfield customers, your last invoice = 200 free credits at https://t.co/hTN6p949QY, no card
引用@marclouLast month, I met @thevarundeep at the meetup I organized in Singapore. He flew from Dubai to pitch me something. His marketing agency connects brands with influencers, and one of his clients, @higgsfield_ai, was interested in sponsored tweets. I never … ↗
@tibo_maker2026-09-15♥118👁10.2K↗ 打开X
how to find every ad your competitor is running .. and recreate them in ONE CLICK just shipped a new ad library in Revid, type in a brand, see all their video ads in one place it’s the most actionable ad library I have ever seen no more guessing what works, have a look 👇 https://t.co/L7yW630mRS
▸ 折叠7条(转推/噪音)
转推2026-09-17 RT @wimvanbuynder: Aaaaaaand we're live! https://t.co/VXc9YPNM4D The database of tech people who are looking to connect. Just create 1 p…
转推2026-09-17 RT @robj3d3: This is literally the best MCP that exists. Thank you for all the great replies ❤️ https://t.co/6YQt3AzTss
转推2026-09-16 RT @fuzzzypan: @tibo_maker is not joking -i got a bid from revid - made $230 from sponsored posts - getting closer to funding my bike d…
转推2026-09-16 RT @virgilerietsch: Please watch this sponsored video, I'm getting paid based on performance :) I used a cool AI product to generate a mus…
转推2026-09-16 RT @robj3d3: This is since adding an API, MCP, and CLI. You know what you have to do. https://t.co/8LrOvF81zn
转推2026-09-16 RT @robj3d3: How to change your entire life with 1 tweet. (and why you’re more interesting than you think): https://t.co/cEv0XWkeRG
转推2026-09-16 RT @virgilerietsch: check out the video I just made with Revid as part of a Clipatra campaign ... a perfect day where I write a single pro…
Arvid Kahl@arvidkahlindie210.0K粉 · 4条继续追问Claude Code并行worktree用法,也提醒未经复核的Agent输出会制造长期时间债。
@arvidkahl2026-09-16♥51👁14.2K↗ 打开X
The key lore I always wanted to know.
引用@davepl1968This is the story of FCKGW-RHQQ2-YXRKT-8TG6W-2B7Q8. I was the primary author of Windows Product Activation on the operating systems side. Not the key math – those were the ACTUALLY smart guys with heads so big that they bumped the doorjamb on the way into … ↗
@arvidkahl2026-09-16♥45👁6.2K↗ 打开X
Tomorrow, a lot of (senior?!) devs will face a tough choice: Worktrees or Warcraft? (The WoW: Forever beta opens up on the 17th. Instakill for plenty of nerds among us to be presented with a WoW beta just like back in 2004...) ((The "senior" is literal :D))
@arvidkahl2026-09-16♥247👁53.6K↗ 打开X
How does one NOT lose their minds when using worktrees in Claude Code (for parallel agentic coding?) Please share your favorite tricks. It’s daunting to get started when all you know is branches.
@arvidkahl2026-09-15♥76👁11.5K↗ 打开X
I think about this a lot. If you do t put in the work to validate and review your agents, the most incomprehensible outputs of AI make it into your documentation, repos, and issue trackers. And there, they become time vampires. An hour of review skipped = 20h of extra work.
引用@shaneparrishLazy work used to mean too little output. Now, with AI, it often means too much and more work for everyone else. @tobi call it "slop grenades." A "Slop Grenade" is when you let AI produce the work and pass it on without adding any value (including … ↗
Josh Pigford@Shpigfordindie74.4K粉 · 14条继续用Claude与设计工具迭代产品,同时强调同一问题容得下多家生意。
@Shpigford2026-09-17♥14👁1.7K↗ 打开X
moments before sam literally got eaten https://t.co/4FlkgdmgNg
@Shpigford2026-09-17♥37👁2.0K↗ 打开X
fyi, multiple businesses can (and should!) exist solving the same problem. it’s exceedingly rare that any business launches something such that all other similar businesses no longer have a reason to operate.
同题多家公司可以并存,模型能力提升不等于市场自动归一。
@Shpigford2026-09-16♥49👁4.8K↗ 打开X
I’d love to do a livestream of my design process using @claudeai + @paper + @mobbin but it would be painfully boring. So much of my process is just waiting and then iterating slowly. We’d spend an hour and 50 minutes of it would just be thumb-twiddling.
AI设计流程的真实直播可能很慢:等待与细调仍占据大部分时间。
@Shpigford2026-09-16♥8👁2.0K↗ 打开X
was working on the new @NurbHQ and hadn't even explicitly mentioned any new UI bits but it decided it was necessary and next thing i know i open @paper and see buddy boy just chugging along on the design elements needed! ✨ https://t.co/0aeODQmWUy
@Shpigford2026-09-16♥115👁10.2K↗ 打开X
make fun of rednecks all you want, but you'll never convince the mississippi in me that any "legitimate" sport is more entertaining than this. https://t.co/Jx1CZpCdKf
@Shpigford2026-09-16♥39👁3.3K↗ 打开X
all i want in life is for these people to step on a lego every time they interrupt someone's day https://t.co/uPvIkXT8VF
@Shpigford2026-09-16♥5👁2.0K↗ 打开X
hvac systems are the yellow jackets of the mechanical world. just absolute jerks for no reason whatsoever.
@Shpigford2026-09-16♥5👁1.4K↗ 打开X
please send thoughts and prayers https://t.co/q5JDVOaOti
@Shpigford2026-09-16♥178👁15.0K↗ 打开X
bye bye quickbooks! so pumped to be using this now. https://t.co/lEAOd1kPy9
@Shpigford2026-09-16♥62👁5.5K↗ 打开X
all i want... * 10,000 acres of land * a large field * a heavily wooded area * a river * a lake * a warehouse * a home smack in the middle * 4 distinct seasons all in the mountains with no visible neighbors.
@Shpigford2026-09-16♥6👁2.1K↗ 打开X
still not loving side-scrolling photos in posts. i'm sure there are dozens of situations/edge cases that made side-scrolling a decent tradeoff but for me it's worse in every way (especially so on desktop). :(
@Shpigford2026-09-16♥7👁1.9K↗ 打开X
guys stop posting for a little bit, please. i've got work to do.
@Shpigford2026-09-15♥45👁23.7K↗ 打开X
anyone switched from 1password to apple passwords and regretted it? especially curious about folks who have a family/shared vaults.
@Shpigford2026-09-15♥17👁2.5K↗ 打开X
brain keeps confusing dia and the new siri app https://t.co/RjXbdNs4fK
▸ 折叠1条(转推/噪音)
转推2026-09-16 RT @immad: 1/ Today, we're launching @Mercury Books. AI-powered accounting software, for your bookkeeper or you, that categorizes and reco…
Thomas Sanlis 🥐@T_Zahilindie24.3K粉 · 13条关注Creem发布、分发套餐和builder时间线质量,也更新人类写作产品进展。
@T_Zahil2026-09-17♥8👁581↗ 打开X
Crazy launch by Creem today 🤩👏🏻
引用@creem_ioBuilding a product went from months to a weekend. Getting paid for it did not. Building is fast, marketing and growth are hard. Today we fix that. We are excited to announce CREEM 2.0 and that we have raised 7M EUR in total funding @ProductHunt launch … ↗
@T_Zahil2026-09-17♥16👁893↗ 打开X
We thought AI would make us more productive But what if it was just making us lazier? We do more in less time, but the average person will probably just... work less
@T_Zahil2026-09-16♥49👁1.9K↗ 打开X
No offense to anyone (I jumped on this trend too), but my feed is really annoying these days 😮‍💨 I miss seeing people BUILDING products, sharing their wins and failures, asking questions and feedback when they have doubts, posting screenshots of their new features... I like seeing one or two selfies from time to time, but if I want to have a timeline full of them I can just open Linkedin We could easily fix that by just ignoring the baits and meaningless content, and leaving comments/likes on posts sharing the building part Please stop turning this site into a mix between Tiktok and Linkedin 🙏🏻 PS: we have that kind of cool builders atmosphere on Uneed's discord, but it's not the same size as X (yet 😎)!
builder时间线对自拍和互动诱饵的反弹,社区注意力结构正在自我纠偏。
@T_Zahil2026-09-16♥33👁2.1K↗ 打开X
If you STILL remember all the tailwindCSS classes, raise your hand 🙋🏻‍♂️
@T_Zahil2026-09-16♥4👁589↗ 打开X
🚨 1 spot remaining!
引用@T_ZahilI'll use all my distribution power to promote your product on Uneed. Introducing all-in-one advertising packs 🚀 ⭐ Orbit Pack: $1,150 (instead of $1,470) • 3 months premium spot • 2 newsletter features • 1 product review • 1 launch 🔥 Spotlight: $600 … ↗
@T_Zahil2026-09-16♥21👁1.5K↗ 打开X
I'll use all my distribution power to promote your product on Uneed. Introducing all-in-one advertising packs 🚀 ⭐ Orbit Pack: $1,150 (instead of $1,470) • 3 months premium spot • 2 newsletter features • 1 product review • 1 launch 🔥 Spotlight: $600 (instead of $772) • 1 month premium spot • 1 newsletter feature • 1 product review • 1 launch A few stats about Uneed: 🧑🏻‍💻 Audience made of founders, developers, early adopters 💌 26,000 newsletter subscribers with 40% open rate. 📈 110,000 monthly visitors 🏆 75 Domain Rating 2 spots only!
Uneed公开广告包价格、订阅数与打开率,是可参考的库存包装样本,不是效果证明。
@T_Zahil2026-09-16♥13👁741↗ 打开X
Idiots will dare anything. That’s exactly how you recognize them
@T_Zahil2026-09-15♥148👁5.6K↗ 打开X
I'm 31. Grumpy man from France. Not looking to connect with anyone, except if you pay me (or you have a cute pet)! https://t.co/Pd4V7lsPnu
引用@haukejungI'm 38. Solo founder from Germany. Looking to connect with more builders &amp; indie hackers! ↗
@T_Zahil2026-09-15♥2👁69↗ 打开X
I'm 31. Grumpy man from France. Not looking to connect with anyone, except if you pay me (or you have a cute pet)!
引用@haukejungI'm 38. Solo founder from Germany. Looking to connect with more builders &amp; indie hackers! ↗
@T_Zahil2026-09-15♥67👁3.4K↗ 打开X
Come on 😭 I have a moustache https://t.co/22tAXJei9R
@T_Zahil2026-09-15♥9👁955↗ 打开X
Here's why because Uneed's Discord is the BEST thing I did behind my laptop over the last few years 👇🏻 Thank you Tiago!!
引用@tedmirraBuilding feels more solo every day. That makes a great community precious. I’ve just finished another round of improvements to @cozywatch, many thanks to the feedback from the @UneedLists community. I might sound like a @thomas_sanlis fanboy 😂, but he’s … ↗
@T_Zahil2026-09-15♥1👁75↗ 打开X
Thanks 😊 I hope you're right!!
@T_Zahil2026-09-15♥35👁1.2K↗ 打开X
Let me tell you a story 10 months ago, with my cofounder Hugo, we had a crazy idea When everyone was betting on AI and launching SaaS to automate blogs and content, we thought "Hey, why don't we just build a writing platform for people, not AI?" It was a bad business idea, we already knew that. But we both have 2 unfair advantages: time and passion. Writizzy is our attempt to build the blogging platform we'd always wanted. Simple. Independent. Built for humans. We had a lot of doubts the past few months, but recently, a few big companies signed up for our team plans, and we reached 1,000 created blog!! The future is bright for Writizzy ☀️
Kyle Gawley@kylegawleyindie45.2K粉 · 6条集中批评无领域理解的AI产品,也用token账单调侃Agent任务经济学。
@kylegawley2026-09-17♥5👁414↗ 打开X
The barrier to building something has always been a positive thing. "Should I build this?" is more important than "Can I build this?" Understanding, domain knowledge and craft create value. When it took months to build software, you had time. Time to validate. Time to realise your idea was stupid. Now you can build an idea in an afternoon but you still don't know if anyone wants it. You don't understand the problem space. You don't understand the market. You still haven't built the expertise that makes something valuable. Slapping something together in a few prompts usually does not create value, yet the world is now full of slop products produced like this. AI can write the code but it does not understand the problems it is solving, or how humans feel interacting with products. It is just a text generator. It has no understanding or empathy. You have to bring those things. We are more empowered than ever, yet we're in peak enshitification. Products with no soul, solving problems their creators don't understand. Built by people who don't want to think for themselves.
构建门槛降低后,领域知识、市场理解和产品同理心反而更稀缺。
@kylegawley2026-09-16♥2👁1.1K↗ 打开X
The new indie hacking Black Mirror episode is great.
@kylegawley2026-09-16♥123👁5.0K↗ 打开X
I spent $32,436 on Astra tokens to build my own Pomodoro timer and now I'm saving $1/mo.
32436个token做番茄钟的自嘲,提醒按任务价值核算Agent成本。
@kylegawley2026-09-16♥9👁628↗ 打开X
I shipped a new MCP server in Alertly 🚀 This means you can connect Alertly directly to Claude or Codex and ask questions about the conversations you’re monitoring. Instead of digging through alerts manually, you can ask things like: "What are the highest signal leads this week?"
Alertly把监控对话接入Claude或Codex,用自然语言查高信号线索。
@kylegawley2026-09-16♥12👁1.4K↗ 打开X
I get 20k views on a music TikTok overnight. I love making the videos, it is pure joy for me. But translates into $0 🥲
@kylegawley2026-09-15♥7👁1.4K↗ 打开X
Astra is great but it's a token furnace. Burns through 5h limits in 15 minutes overreaching on simple tasks.
Adam Lyttle@adamlyttleappsindie58.6K粉 · 7条比较不同Agent生成游戏的审美差异,也记录家庭与工作边界。
@adamlyttleapps2026-09-17♥97👁8.5K↗ 打开X
My son was able to bypass the iPad unavailable lock screen to paint a picture in iOS 27 I don’t know how he did it https://t.co/b0cesgz8co
@adamlyttleapps2026-09-17♥1👁1.8K↗ 打开X
I need to talk to someone about the crazy stuff ai is doing now But my ai psychosis immediately dismisses it
引用@yishanThis is why I think “we’ll just get ASI and tell the AI to solve climate change for us” is the most likely way a Real Paperclip Maximizer scenario manifests: the AI concludes that human civilization is the main cause of climate change and deletes it. … ↗
@adamlyttleapps2026-09-17♥23👁9.9K↗ 打开X
Some of the most compelling usecases I’ve seen so far The keyboard alone got my attention
@adamlyttleapps2026-09-16♥7👁2.9K↗ 打开X
Working on a little fun tamagotchi type game. And I’ve found myself falling back to fable for this Gave the same prompt to Astro and fable. Astro gave that same grid, perfect symmetry design. Kinda salvageable with a bit more work. Fable was rough around the edges. Less perfect with design work. Felt more cozy and human. The feel I’m going for.
引用@adamlyttleappsIt’s amazing at creating game engines and models But lacks everywhere else 🤷🏻‍♂️ ↗
相同提示下的审美差异说明视觉任务需要风格口径,不只看结构正确。
@adamlyttleapps2026-09-16♥12👁6.4K↗ 打开X
It’s amazing at creating game engines and models But lacks everywhere else 🤷🏻‍♂️
引用@solopribuildsdid the Astra hype die after everyone got bored of one-shotting games ↗
@adamlyttleapps2026-09-15♥15👁4.1K↗ 打开X
I think it’s because I’m no longer in front of the computer There’s no “clear” signal that I’m working. I work from home and I can be sitting on the sofa or out back. Which looks like an invitation to look after our baby or care for the kids. But I’m actually deep in thinking. So I guess I’m coming across as dismissive or something.
引用@adamlyttleappsThere’s this weird dichotomy of being hyper focused/high agency with something this rewarding (that it literally lifts your families quality of life) But also being so absorbed in it that people around you think you’re emotionally unavailable. Or … ↗
@adamlyttleapps2026-09-15♥31👁7.9K↗ 打开X
There’s this weird dichotomy of being hyper focused/high agency with something this rewarding (that it literally lifts your families quality of life) But also being so absorbed in it that people around you think you’re emotionally unavailable. Or misinterpret your drive as not wanting them. The opposite is true though. My drive and determination comes from a deep place within me to support and provide for my family. I can’t explain it with words. And the realisation I had today is that it’s all kinda just meaningless without those in your life that you’re doing it for. I don’t know how to navigate such an issue. I have a drive inside me and people around me just have to put up with it? Or I have to learn to tone down the drive?
Andrea Bosoni@theandrebosoindie64.0K粉 · 1条给出一条扎实的落地页观察法:让理想客户操作,自己保持沉默。
@theandreboso2026-09-16♥96👁5.0K↗ 打开X
Showing your landing page to your ideal customer in person and watching them scroll and click in real time while you force yourself to stay silent will teach you more about conversion rate optimization than a month of analytics.
面对面可用性观察能捕捉分析面板遗漏的犹豫、误解与路径偏差。
Marc Köhlbrugge@marckohlbruggeindie88.4K粉 · 14条讨论自我改进软件、本地语音模型与开放协议,间杂产品更新和生活帖。
@marckohlbrugge2026-09-16♥25👁1.9K↗ 打开X
agent with cron jobs, memory, self-editable skill files, and self-manageable MCP servers = self-improving software
cron、记忆、可改skill和可管MCP组成自我改进软件,也组成高风险写权限面。
@marckohlbrugge2026-09-16♥33👁2.9K↗ 打开X
hot take but if you're manually managing so many sessions you have whatever is the opposite of a software factory https://t.co/zVFDUfvG03
@marckohlbrugge2026-09-16♥10👁2.0K↗ 打开X
crazy. over 1,000 deals redeemed on https://t.co/boQlypqIdm https://t.co/9G3oDIvw9O
@marckohlbrugge2026-09-16♥9👁3.1K↗ 打开X
Fortunately we have gpt-live now to do follow up calls Transcript excerpt: https://t.co/GQ3AcRTPjX
引用@marckohlbruggeReceiving packages be like: 1. Stay at home all day waiting for package 2. End of day receive message: “Delivery attempted, but you were not at home. Pick up at post office” https://t.co/tz1h03MkXY ↗
@marckohlbrugge2026-09-16♥16👁4.7K↗ 打开X
Receiving packages be like: 1. Stay at home all day waiting for package 2. End of day receive message: “Delivery attempted, but you were not at home. Pick up at post office” https://t.co/tz1h03MkXY
@marckohlbrugge2026-09-16♥6👁1.4K↗ 打开X
People keep saying: 1️⃣💬 it's too complicated for non-tech users to download open source models 2️⃣💬 open-source models aren't good enough these might have been true in the past, but AI moves fast 1️⃣✅ open source alternatives ship with the model built-in. they are EASIER to install because you just download them and they work. no account necessary 2️⃣✅ open models like parakeet are very fast and accurate
引用@slumdog_8@marckohlbrugge The more you use + rely on voice dictation, the more you value speed &amp; accuracy. Local transcription + post-processing models just aren't there yet. That's why Wisprflow and its alternatives, are still the mainstream offerings. ↗
本地模型的卖点正在从隐私扩展到更易安装、免账号和一次付费。
@marckohlbrugge2026-09-16♥74👁7.4K↗ 打开X
Got an exercise bike with Bluetooth and open data protocol Should I vibe code an open source Peloton? https://t.co/gjOSFpA0FT
@marckohlbrugge2026-09-15♥15👁2.8K↗ 打开X
when a website default checks the "receive newsletter emails" checkbox, but not the "I accept the terms of service" one 😑 https://t.co/pU9JniFnTk
@marckohlbrugge2026-09-15♥82👁24.7K↗ 打开X
Wispr Flow was a game-changer when it first came out and I hope they will continue to be very successful, but I just don't see how they can stay competitive? There are so many alternatives now. Many are one-time payment or even free and open-source. Local models are superior for most users so a subscription doesn't really make sense Team seems super talented though, so I'm curious to see if they've got any surprises up their sleeve
对订阅式语音工具的竞争担忧:免费、本地和一次付费替代品正在增加。
@marckohlbrugge2026-09-15♥28👁7.2K↗ 打开X
what would you build on this e-ink device? @itopinion will ship a free unit to the most creative idea 🔥
引用@marckohlbruggee-ink display on my fridge that shows my macros 😋 I log my food through my Telegram bot, which then updates the ZecTrix device through their API https://t.co/khwI7NrMhL ↗
@marckohlbrugge2026-09-15♥45👁7.7K↗ 打开X
Reading List's sidebar in macOS looks so much better 👏 https://t.co/6UYQbxI7Mg
@marckohlbrugge2026-09-15♥29👁3.8K↗ 打开X
some people pointing out that taking a picture of your food and having AI analyze macros is inaccurate I actually think it's fine, because 1) I scan nutrition labels when possible, and 2) weigh my food when useful my meals are also quite simple and repetitive so even if I just log "eggs" my AI assistant knows it's my standard 6 medium-sized eggs. same for other meals also, perfection is the enemy of good enough. rough estimate is still better than flying in the dark which would be the alternative
引用@marckohlbruggee-ink display on my fridge that shows my macros 😋 I log my food through my Telegram bot, which then updates the ZecTrix device through their API https://t.co/khwI7NrMhL ↗
@marckohlbrugge2026-09-15♥46👁3.0K↗ 打开X
I’m at a calorie deficit if you take out the daily bag of Cheetos
引用@PolymarketJUST IN: Anthropic says they’re highly profitable if you take out some of their biggest expenses. ↗
▸ 折叠1条(转推/噪音)
噪音2026-09-16 @grok you ok?
Brett@BrettFromDJindie170.5K粉 · 2条主要放大AI视频编辑与模型API,原创较少。
@BrettFromDJ2026-09-15♥65👁22.7K↗ 打开X
This is such a fresh take on AI video. Give Poolday the footage and assets you already have, and it edits everything for you. If something’s missing, it generates it on the fly. Such a smart idea.
引用@alexeichemendaWe raised $11M to make video editors obsolete. Not the humans, the tools. Think about the hours you lose searching for assets, moving clips frame by frame, fixing animations, checking exports, and redoing the same edits over and over. Poolday handles the … ↗
@BrettFromDJ2026-09-15♥55👁2.6K↗ 打开X
We recently bought a 100 year old farm in my home town. For the year we've been building a home we'll never need to leave. It's the biggest project I've ever taken on. A few of the highlights: - Nearly 9,000 sq. ft. - Regal-style theater + speak-easy - Full bar - Arcade room - Indoor/outdoor gym - Design studio - Indoor gun range - Fresh water spring + creek Still in awe some days of what design has made possible.
▸ 折叠1条(转推/噪音)
转推2026-09-16 RT @higgsfield: Introducing Higgsfield API. 50+ frontier models in one API, at lower prices than a subscription. &gt; Get up to 50% OFF disc…
Simon Høiberg@SimonHoibergindie162.9K粉 · 3条展示Agent化视频制作栈,也公开提醒读者防范冒名诈骗。
@SimonHoiberg2026-09-16♥53👁3.2K↗ 打开X
Making YouTube videos fully agentic is such a sick experience now. DaVinci Resolve and Fusion handle the edit. Remotion and Blender handle motion and 3D. GPT Image 2.5 handles visual generation. Then agents coordinate research, scripts, thumbnails, and publishing around it. Man, you can make some cool videos with this setup. I still come up with the ideas and record the footage. But I can now produce the kind of videos that would have needed an entire production team a few years ago. My full YouTube production stack is below 👇
Agent化视频生产栈保留人类选题与拍摄,把协调和后期拆给工具。
@SimonHoiberg2026-09-16♥10👁2.8K↗ 打开X
So unfortunately a big batch of new fake accounts are impersonating me both here on X and on Instagram and YouTube. Just know that: - I never reach out on a DM. - I don't sell crypto our courses. - I don't offer investment advice or work on any investment/crypto related apps. If I reach out to you on a DM or from an email domain that looks like simonhoiberg(.)com, but not quite - it's NOT me. Block and report please.
引用@rahul__gangotriMan i thought it was you @SimonHoiberg 😭 https://t.co/LdAomUKm9F ↗
冒名账号跨X、Instagram和YouTube扩散,创作者品牌需要明确唯一联络规则。
@SimonHoiberg2026-09-15♥13👁622↗ 打开X
SaaS isn't dying. But Micro SaaS is coming to an end. Look at dropshipping. The resemblance is almost perfect. E-commerce didn't die, but the original dropshipping opportunity, where you'd put up a website, run ads, and forward the purchase to a supplier, has been squeezed to death. Same thing is happening with Micro SaaS. SaaS isn't going anywhere - but wrapping a popular API, renting the hosting, the databases, the compute, and slapping a pretty UI and a Stripe paywall on top... That opportunity is coming to an end. We had a good run. Here's what we need to do next 👇
▸ 折叠2条(转推/噪音)
转推2026-09-16 RT @SimonHoiberg: Making YouTube videos fully agentic is such a sick experience now. DaVinci Resolve and Fusion handle the edit. Remotion…
转推2026-09-15 RT @SimonHoiberg: SaaS isn't dying. But Micro SaaS is coming to an end. Look at dropshipping. The resemblance is almost perfect. E-commer…
Jonathan Wilke@jonathan_wilkeindie28.9K粉 · 15条继续运营竞价榜,也讨论API化、硬件开发和AI工具痛点。
@jonathan_wilke2026-09-17♥8👁717↗ 打开X
we all need to get into hardware development now that coding is solved
引用@_lhermannI just build my first hardware prototype ✅ I've been building a SaaS for 5 years and always wanted to explore hardware. Now I have the money to finally do it. Excited to find out if this can become a real product. https://t.co/4bUbIYbXxJ ↗
“代码解决后都去做硬件”是情绪性判断,但反映开发者注意力向物理世界迁移。
@jonathan_wilke2026-09-16♥2👁2.0K↗ 打开X
I told you this is a game changer.
引用@rauchgWe're seeing extraordinary results from @typesafeai. Default mode in 𝚏𝚡 is auto, with a safety reviewer analyzing every command. That reviewer runs on GPT Luna today. Jev is up to 18x faster (p95) *and* more accurate. It's coming to @vercel AI Gateway and … ↗
@jonathan_wilke2026-09-16♥15👁2.9K↗ 打开X
Every company is becoming an API business.
引用@robj3d3This is since adding an API, MCP, and CLI. You know what you have to do. https://t.co/8LrOvF81zn ↗
“每家公司都变成API公司”说中了Agent接入需求,但不是所有产品都需要开放写权限。
@jonathan_wilke2026-09-16♥19👁5.1K↗ 打开X
This is actually pretty good strategy to grow your X account
引用@dannyveigatxJust took it back https://t.co/G479RH2IOu ↗
@jonathan_wilke2026-09-16♥1👁1.6K↗ 打开X
That’s the real flex 💪
引用@dannyveigatxJust took today’s top spot $45 Hoping to grow my X - nothing to sell. I learned from an old friend that the fastest way to get noticed by anyone is to invest in them Cheers 🍷 https://t.co/I2XkMJbwxW ↗
@jonathan_wilke2026-09-16♥39👁4.9K↗ 打开X
And we have another battle at the top of https://t.co/FLFplRsj6p 🔥 https://t.co/FXQDdNgi0S
@jonathan_wilke2026-09-16♥15👁4.5K↗ 打开X
Ooops, sorry somewine. https://t.co/MleojgnI0n just outbid you for #1 🥇 https://t.co/x2FyngaHNJ
引用@jonathan_wilkelove the fact that a wine tasting app is ranking #1 on https://t.co/FLFplRsj6p 🍷🥇 also 39 clicks for $20 is a pretty good CPC I guess https://t.co/DUrzL6tn62 ↗
@jonathan_wilke2026-09-16♥28👁7.4K↗ 打开X
love the fact that a wine tasting app is ranking #1 on https://t.co/FLFplRsj6p 🍷🥇 also 39 clicks for $20 is a pretty good CPC I guess https://t.co/DUrzL6tn62
39次点击花20美元是竞价榜的流量样本,尚不能说明下游转化。
@jonathan_wilke2026-09-16♥34👁5.1K↗ 打开X
looking for some web design inspiration. what's your favorite design of any app / site right now? where do you get your inspiration? drop a link or a screenshot
@jonathan_wilke2026-09-16♥20👁2.7K↗ 打开X
I'll be in NYC between 22.-25. October 🇺🇸 If someone is nearby and wants to say hi, let's make it happen! 👋🏼
@jonathan_wilke2026-09-16♥1👁1.6K↗ 打开X
引用@typesafeaiwe are officially out of stealth! join the frontier and get access to Jev on our website (link on profile) ↗
@jonathan_wilke2026-09-16♥11👁2.8K↗ 打开X
I have been saying this forever. CLIs are not the way to go.
引用@trq212I was not expecting things to go this way, but I think MCPs are better than CLIs for most integrations. The models have gotten much better at tool calling, we can defer tools &amp; MCP is now stateless. If you need to compose/filter data, add params like … ↗
@jonathan_wilke2026-09-16♥30👁7.4K↗ 打开X
Guys, this could be an absolute game-changer
引用@CompleteSkepticAfter co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • … ↗
@jonathan_wilke2026-09-15♥53👁9.3K↗ 打开X
Guys, I need your feedback 📣 What's your #1 biggest struggle or painpoint about your daily AI experience with Claude, Codex, Cursor, etc. ? Can be anything from missing context to not liking the font. Asking for a friend 👀
Dan Kulkov@DanKulkovindie50.3K粉 · 0条窗口内只有一条客户留存Agent转推。
▸ 折叠1条(转推/噪音)
转推2026-09-15 RT @noimos_ai: Introducing Astra for Customer Retention &amp; Growth. Just describe your goal. NoimosAI autonomously creates and delivers pers…

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63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。