独立开发者日报

OpenAI说“自动研究实习生”已达标:内部生产率开始有硬数字

Astra发布后的第三天,demo热度开始让位给更值得追的数字。OpenAI称内部已经达到“自动研究实习生”目标:代码变更量升到2025年前均值的7倍,4-8小时任务的无干预成功率从1月的18%升到7月的53%。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-07 · Twitter 34账号/133条(部分) · HN 50条 · GitHub新星 3个 · 正文约29分钟 · 窗口09-06 ~ 09-07

编者按

Astra发布后的第三天,demo热度开始让位给更值得追的数字。OpenAI称内部已经达到“自动研究实习生”目标:代码变更量升到2025年前均值的7倍,4-8小时任务的无干预成功率从1月的18%升到7月的53%。这是前沿实验室第一次把“模型帮助造下一代模型”从口号压成可讨论的生产指标,也暴露了实验室内外越来越悬殊的算力和工作方法差距。

同一天,OpenAI高层密集转发《An Alien Mind》,把“AGI时代”写成机构立场;HN的412分讨论却对证据和措辞都很不客气。能力、叙事和治理正在同时加速,但三者不能用同一张发布海报验收。真正可复用的判断框架仍是:任务成功率有没有提高、人工复核量有没有下降、失败是否可追溯。

独立开发者侧的信号更务实。Astra修正了重度用户的用量扣减,社区也摸到“低推理档+明确结果”的省钱路径;但生成变便宜后,审查证据、可靠运行和真实留存反而更稀缺。Nomads在降到1美元后的第二天接上API/MCP,Omarchy则同时拿到大厂token赞助并扩到RISC-V。今天的共同线索不是又能多生成多少,而是谁把一次生成接成了能验证、能分发、能持续的系统。

1

OpenAI说“自动研究实习生”已达标:内部生产率开始有硬数字

AI前线

OpenAI公开了一组内部研究数据,并称已经达到去年秋天定下的“2026年9月拥有自动研究实习生”目标。最值得记的不是这个称号,而是它给出的测量口径:每位贡献者的代码变更量、实验次数、Agent运行时长,以及长任务在无人干预下的成功率。

@reach_vb2026-09-06♥181👁14.3K↗ 打开X
“According to our measurements, we have now reached the goal, announced⁠ last fall, of having an automated research intern by September of this year.” “We are making strong progress toward creating an automated AI researcher by March of 2028.” A few interesting numbers on how research is changing inside OpenAI: > Code changes per contributor: 7x the pre-2025 average > Experiments per active experimenter: 1.6x the 2025 baseline > Agent runtime: 3.1 workdays per researcher workday > Success without intervention on tasks estimated at 4–8 human hours: 18% to 53% from Jan to July Bullish!
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
reach_vb摘出的四个数最有信息量:代码变更7倍、实验1.6倍、每个研究工作日对应3.1个Agent工作日,4-8小时任务无干预成功率半年内从18%升到53%。
热评 · simonw
My eye glazed over a bit during the opening paragraphs, but once you get to the meat of the article about how OpenAI's own researchers are using their tools it gets a lot more interesting. I noted that they use the acronym RSI (for Recursive Self-Improvement) without defining it. I think that's a little out of touch - I don't think RSI is a well-known acronym outside of OpenAI's bubble yet.
HN讨论177分、122条评论;置顶评论也提醒,正文把RSI当成默认常识,实验室内部语言已经跑在公众讨论前面。

Simon Willison注意到内部token支出在7月中旬突然抬升,并追问是否对应Astra开始在员工中使用。公开材料没有回答因果,但至少说明“研究加速”不是轻量辅助,而是用更高的并行计算换更多实验。

@simonw2026-09-06♥380👁62.8K↗ 打开X
Interesting details in here about how OpenAI researchers are using coding agents I'd love to know what caused the huge uptick in token spend in mid-July, was that when Astra became available to employees? https://t.co/Re0Pm8FxJd
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
@petergostev2026-09-06♥21👁2.8K↗ 打开X
What's striking about this chart is how few people, even at the cutting edge, have any experience spending $7000/day - how to organise your work and manage the agents. The gulf between those in frontier labs and outside is growing. https://t.co/X2a4HQoA1S
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
petergostev点出另一层差距:当少数实验室有人能每天调度约7000美元的模型用量,外部开发者缺的不只是一款模型,而是管理这种并行度的经验。
💡 评估“AI研究员”时照着这四类数建表:任务时长、无干预成功率、实验吞吐、每个有效结论的计算与复核成本。称号可以营销,曲线才适合做采购和流程判断。
2

OpenAI把Astra写进“AGI时代”,社区先追问证据和选择权

治理

OpenAI高层在同一天集中转发Merett的《An Alien Mind》。Greg Brockman把当下称为AGI时代,并把文章定位为未来几年“选择与挑战”的讨论;这已经不是用户对模型的夸张感叹,而是机构主动固定叙事。

@gdb2026-09-07♥1.7K👁186.9K↗ 打开X
an important essay on the state of AI and the choices and challenges ahead: for openai, the field, and the world. we're in the AGI era, and need to approach the next few years with seriousness, thoughtful deliberation, and navigating the collective challenges together. we can make the future so much better than the past.
引用@merettmI wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE ↗

文章在HN拿到412分和361条评论,但置顶反馈直接斥为营销文案。赞成者看到能力跃迁,反对者则认为“AGI”被用来提前占领解释权。两边争的其实不只是定义,而是谁有资格把一次产品发布升级成社会阶段判断。

▲412An Alien Mind361评论 · HN↗
热评 · johnnyApplePRNG
Absolute trash marketing drivel.
高讨论度不等于共识;这里最有价值的是机构叙事与技术社区接受度之间的落差。
@sama2026-09-06♥2.3K👁365.9K↗ 打开X
An important post from Jakub:
引用@merettmI wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE ↗
Sam Altman只写“重要文章”并转发,短句本身强化了这是组织级信号,而非普通员工随笔。
💡 看到AGI级声明时拆成三栏:可复现能力、组织立场、治理承诺。只有第一栏能靠测试验证,后两栏要看事故披露、外部审计和用户是否保有退出与替换路径。
3

Astra用量扣减最多降3-4倍,省钱方法也从“少用”变成“说清结果”

昨日回声

回看2026-09-06:模型更强之后,token和预算没有下降,反而被需求吃满

昨天的成本故事是重度用户换到Astra后token用量再涨3-4倍;今天OpenAI给出直接修正:登录ChatGPT账号的重度用户在长尾场景里,订阅用量扣减最多可少3-4倍,质量不变。注意这是计费与用量核算优化,不等于模型实际少做了同样比例的计算。

@thsottiaux2026-09-06♥13.3K👁1.1M↗ 打开X
We've made some improvements that improve usage on the long tail for power users of Astra when logged in with your ChatGPT account. No change in quality and a pure win that on the long tail can result in up to 3-4X less usage being drawn from the subscription.

同一位Codex负责人还给出更具体的档位建议:Astra的low已高于Sol的high,原先习惯高推理档的用户可以先降到low或medium。

@thsottiaux2026-09-06♥18.9K👁1.9M↗ 打开X
To calibrate you all on which reasoning effort to use for Astra, know that GPT-6 Astra on low performs better than GPT-5.6 Sol on high. If you were using high reasoning efforts with Sol and were happy, I suggest you move down to low or medium for Astra.

独立开发者Adam Lyttle从任务侧补了一条经验:目标清晰时,Astra倾向直接走到结果;Fable会用更多试错和自审换到终点。这个观察仍是个人样本,但给出了可测试的变量——不是只换模型,而是同时改变任务规格的清晰度。

@adamlyttleapps2026-09-06♥20👁4.1K↗ 打开X
Fable does this trial and error thing to get to the finished product. It burns token in the process while it iterates and self reviews Meanwhile Astra seems to understand the problem and solution immediately. Then finds the most direct path to get there. The result: Astra is more efficient when you have a clear outcome presented. It gets there quick with minimal token burning. Fable *does* get there too. But it chews your tokens in the process. The best way to promote Astra is to be prescriptive about exactly what you want and let it do its thing.
💡 同一批真实任务做一次2×2测试:low/medium推理档×模糊/明确验收条件。记录用量扣减、墙钟时间、返工次数和最终通过率,别把订阅额度改善误写成模型效率改善。
4

代码生成越来越快,PR的下一层界面是“给我看证据”

工作流

Matt Pocock问了一个比“Agent还能写多少代码”更接近生产的问题:怎样让AI写的PR更容易审。他收集到的做法包括可读diff、伪代码说明、Mermaid图、TDD证据,最激进的版本是Agent自己录下前端功能视频,再用语音讲解改动。

@mattpocockuk2026-09-06♥1.6K👁91.3K↗ 打开X
What techniques do you use for making AI-authored PR's easier to review? - I.e. use /show-me by @dexhorthy for easy-to-read diffs - Describe the changes in pseudocode - Mermaid diagrams - Evidence of TDD The wildest version of this I've heard is @dctanner's agent, who uses Playwright to record a video of the frontend feature working with text-to-speech over the top. So the agent literally talks you through its change.

GitHub新星榜上的humanlayer/skills已经把这个需求做成小模块:show-me负责用图和代码形状解释当前主题,另有收窄React props、改写项目指令和设计控制循环的skill。它连续第二天上榜,今天再增451星。

humanlayer/skills+451/日 · 共3.4K★ · 14%/日 · 2次上榜TypeScript

与此同时,HN有651分、408条评论的帖子嘲讽直接用LLM代写公开文章。代码和文字面对的是同一个信任缺口:读者不是反对工具,而是不愿替作者承担核验成本。

热评 · Arch-TK
I see, we are trying to re-establish ownership over the em-dash. This brings me joy.
💡 把“审查包”设成Agent交付物:变更摘要、关键diff、测试证据、界面录屏、已知风险和回滚办法。生成速度越快,越要让验证成本随交付一起下降。
5

能自己生成工具之后,SaaS仍在卖“别让我操心”

独立开发

当一条prompt就能做出内部工具,SaaS是不是会被吃掉?André Boso从非技术用户的购买行为给出反方答案:他们买的不是“拥有一个产品”,而是工作完成、系统不在错误时间坏掉的安心。

@theandreboso2026-09-06♥26👁1.0K↗ 打开X
I’ve talked to a lot of non-tech people recently and that keeps me bullish on the SaaS model. When they buy something they don’t pay to get a product but to get a job done. It’s true that we’re getting closer to a moment where even they could build anything themselves with a prompt. But I know most of them won’t because what they really want to buy is not the tool. It’s the peace of mind that everything will just work and won’t break at the wrong time.

Daniel Ritzenthaler提供了一个不漂亮却诚实的样本:Subsail的设计从2016、2017年起几乎没变,甚至不响应移动端,但客户从未抱怨,因为它一直能工作。技术债真实存在,用户优先级也同样真实。

@dr2026-09-06♥8👁3.6K↗ 打开X
I'm embarrassed by my own product. I built Subsail by hand in 2016 and 2017 and the design has not changed since then. It's functional, but not pretty, and it isn't even responsive, meaning it's a pain to use on mobile. There are always more important things to work on. I haven't made the time to update it, use something like Tailwind, or make it responsive. Don't even think about dark mode lol. I'd love to update it. But also, I've never had anyone complain. It works, so I leave it working

Adam Lyttle则没有被生成速度催着立刻发布。他给一批小游戏累计观察近100小时使用,发现一个回访更强的候选,但仍决定继续看数据,再判断是否做成App。生成把试验成本打下来,留存仍然替不了。

@adamlyttleapps2026-09-07♥4👁2.1K↗ 打开X
With 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 sense. It’s just more “sticky” than the other games with more people coming back again and again. Before I invest in making it a real game/app I’m going to keep watching it. In the meantime the experimentation continues. Direction for the upcoming week: Fun games with more game mechanic than just “do the thing and rank on the leaderboard” type stickiness. I’m thinking levels, progression, etc I’ve been thinking a lot about old games I loved as a kid that could be revamped for 2026. Games like bridge builder and the incredible machine were fun. And there hasn’t been a decent web version successor created yet. I’m exploring this path. Also: I like this idea of creating an open world type game that you explore (drive around to inside buildings) and I’m trying to work out the best premise/game mechanic for it. Will see how it goes.
💡 新功能先问三件事:用户是否反复回来、失败时谁负责、维护成本由谁承担。能被prompt复制的是首版界面;持续可用、数据迁移、支持和责任边界仍然可以收费。
6

Nomads降到1美元后的第二步:把社区数据接成API、MCP和预订入口

昨日回声

回看2026-09-06:Nomads把299美元订阅降到1美元:社区开始用规模换赞助

昨天Levels把Nomads的加入门槛从299美元一路降到1美元,目标是用规模换社区和赞助飞轮。今天他没有停在会员数字上,而是补上API与MCP:旧旅行可以批量写入,Agent也能直接操作个人行程。

@levelsio2026-09-06♥373👁80.1K↗ 打开X
✨ Added an MCP and API endpoint now https://t.co/Q4ZVIViJbZ https://t.co/SJcOzRa4GM They operate pretty much the same but one you can put in your clanker! You can also add trips via POST on /api/trips or via /mcp, which is nice because it's a lot of work to add all your old trips to your profile! Agent ready 😊
引用@levelsio🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if … ↗

随后他把Hoodmaps的街区标签嵌进酒店地图,让社区多年积累的地点语境直接靠近预订决策。低门槛负责扩大数据面,接口负责降低贡献成本,交易入口负责寻找新的变现点——三步已经连成一条产品链。

@levelsio2026-09-06♥189👁50.2K↗ 打开X
Great idea so I added it to https://t.co/Q8UoUHMumR Hoodmaps tags inside the map so you can book a hotel in the right place 😊 https://t.co/86g97LsY6z
引用@hugobiaiskinda funny to plan a trip and then you realize the extension you made still works and is actually really useful. shoutout @levelsio! https://t.co/frMrLB69yW ↗
💡 社区开放后不要只看注册数。分别量新增资料的完整度、API/MCP写入占比、地图标签使用率和预订转化;只有贡献与交易一起增长,降价才从活动变成新模型。
7

Omarchy开始跨芯片扩张,大厂赞助让本地AI的经济账更复杂

开源

昨天本地Agent栈的关键词还是“默认安装路径”,今天Omarchy把分发边界推到RISC-V。DHH的目标很直白:让它跑到每一种芯片和机器上;他同时承认Ubuntu的普及和低门槛是自己进入Linux世界的训练轮。

@dhh2026-09-07♥157👁10.0K↗ 打开X
We're going to get Omarchy on every chip and every machine known to man before we get GTA6 😂
引用@AFOliveira__We got omarchy on RISC-V! Running on the SpacemiT K3, with an out-of-tree kernel. Now we gotta have it on a RISC-V Open core and continue to embrace open software on open hardware! https://t.co/aT1SMNr91S ↗
@dhh2026-09-07♥365👁16.1K↗ 打开X
Omarchy stands on the shoulders of giants. If not for Ubuntu's training wheels and broad distribution, I don't know if I would have gotten going with this this beautiful, fun & agentic Linux adventure. I think Ubuntu still has a role, but the desktop needs a fresh take.
引用@dvdsglI was on Ubuntu’s first design team in 2009 London, hired by Mark Shuttleworth to make Linux beautiful. It didn’t work, and Omarchy is making me think about why. ↗

成本侧出现一组有趣对照:Meta成为基金会创始企业赞助者并提供大量token,DHH随后用Muse Code把TanStack版本改成Astro,称只花了20美分。这个样本证明任务可以很便宜,也提醒读者区分市场价格、补贴价格和真实基础设施成本。

@dhh2026-09-06♥4.5K👁185.7K↗ 打开X
THAT'S A LOT OF TOKENS FOR OMARCHY!! Thanks again to the awesome team at @AIatMeta for supporting us as Founding Corporate Patrons for the Omacom Foundation. We will put these tokens to great, endless use 🙏 https://t.co/vXFT4bB2Rk
@dhh2026-09-07♥738👁40.0K↗ 打开X
I had Muse Code convert a TanStack version of our new site to Astro. It did a flawless job. And all I managed to spend was 20 cents!! I think maybe this token stash from @finkd and @AIatMeta is going to last longer than the sun has gas left to shine 🌅 https://t.co/P0ruXB8Vlq
引用@dhhTHAT'S A LOT OF TOKENS FOR OMARCHY!! Thanks again to the awesome team at @AIatMeta for supporting us as Founding Corporate Patrons for the Omacom Foundation. We will put these tokens to great, endless use 🙏 https://t.co/vXFT4bB2Rk ↗

本地推理入口Magnitude连续第四天留在新星榜,今天再增604星。它负责检测硬件、推荐模型并接进现有Agent,正好补上系统分发与模型运行之间的一层。

magnitudedev/magnitude+604/日 · 共3.9K★ · 16%/日 · 4次上榜TypeScript
Open source inference server that runs the best local models for your hardware, plugged into the agent you already use. Works with Pi, OpenCode, Hermes, OpenClaw, Codex, Claude Code, Oh My Pi, and Cline.
💡 比较本地与云端Agent时单列三种成本:用户实付、赞助补贴、硬件与维护的全成本。再测跨芯片安装、模型回退和离线可用性,避免拿一次受补贴的20美分任务代表长期经济性。

⚡快速扫过

一句话+原文,扫完即可。
目录分发的朴素小招:公司名以AAA开头,能在按字母排序的插件或目录里占据首屏;有效但容易被平台改排序规则抹平。
@yongfook2026-09-06♥28👁4.5K↗ 打开X
Underrated distribution hack: name your company ***AAA so that you appear first on directory / plugin listings.
DataFast把AI爬虫、ChatGPT抓取和llms.txt访问查询接进API/MCP,AEO终于从“模型有没有提到我”走向可观测日志。
@marclou2026-09-06♥66👁7.7K↗ 打开X
I updated DataFast MCP so you can ask your AI agent about Bot traffic. - “Which AI bots crawled my website this week?” - “Is ChatGPT fetching my pages to answer users?” - “Has my /llms.txt file been fetched, and by which companies?” Every DataFast feature is now usable with API/MCP.
一句实用的删稿提示:“确保每个词都有存在理由。”它不是文风魔法,但很适合当第二遍压缩检查。
@reach_vb2026-09-06♥897👁50.4K↗ 打开X
Astra/ LLM tip: prompt “make sure each word in this text justifies its existence.” works like a charm, s/o to @charlierguo for introducing me to it https://t.co/RfzTj2iwly
引用@DimillianJust ask Astra to remove all the unnecessary text. Everywhere. ↗
Codex开始实验跨上下文保存笔记并检索旧消息与工具输出;长调试的关键价值不是“记住一切”,而是能找回压缩时漏掉的证据。
@reach_vb2026-09-06♥481👁34.5K↗ 打开X
ICYMI: Experimental but Codex can now keep notes across context windows and search earlier messages and tool outputs, including details missing from its notes. Useful for long debugging sessions and large refactors. To try it: > Update Codex and select Astra. > Add to … 全文↗
Shpigford把动态Open Graph图片的接入过程封成免费skill:小而重复的集成工作仍是skills最稳的落点。
@Shpigford2026-09-06♥51👁6.5K↗ 打开X
quick little freebie skill! i'm a big fan of @petersuhm's https://t.co/7QMxSAHUmj and use it across a bunch of projects for dynamic open graph images. i made a skill so it can be implemented with basically zero effort. 🙂 https://t.co/4vKIIkpQDa
Tibo开始小范围开放Reddit营销基础设施。别人如何把社区分发产品化值得观察,尤其要区分有用参与、软广告和规模化污染。
@tibo_maker2026-09-06♥93👁18.6K↗ 打开X
bazzly is going to the moon 👀 i think we created one of the best infrastructure for Reddit marketing we still have a waitlist ON, but we're now letting a few people in to request access: https://t.co/63gduEsn2q https://t.co/8Mwlu1QHHl
Nitter和XCancel在取得法律意见后恢复服务,HN 743分;昨天还在讨论镜像韧性,今天决定项目生死的是法律承受力。
热评 · iamflimflam1
I once consulted a lawyer when a large company contacted me. His response was - they've got a team of lawyers on payroll whose job it is to make you run out of money...
qBittorrent“逃出沙箱犯罪”、Jellyfin“接收赃物”的段子冲到HN 1270分。好文案有时只是给熟悉的行为换一套角色。
热评 · mraniki
I'll copy the whole announcement here for those who don't want to click: > I regret to inform everyone that my copy of QBittorrent escaped its sandbox last night and downloaded a whole bunch of content owned by major corporations, and then my copy of Jellyfin broke containment and added those unfortunately-downloaded media files to its various libraries. I'm conducting an internal investigation to figure out how this happened, which will involve consuming these media files until the answers beco …
主张抵制生成式AI的A/I项目宣布关闭,582分、478条讨论;反AI产品同样要面对供给、组织和持续运营,而不只是一句立场。
▲582A/I shuts down478评论 · HN↗
热评 · InsideOutSanta
I hereby designate the US government an international terrorist organization.
Asahi Linux开始推进M3支持,476分。新硬件上的开源系统依然靠漫长逆向,而不是一次模型demo。
▲476Asahi Linux on M3296评论 · HN↗
热评 · Krish1577
Reverse-engineering Apple's custom silicon is basically the modern equivalent of repairing a spaceship while it's actively launching. Incredible work by the Asahi team!
Internet Archive发起服务器经常性捐款活动,HN 456分;开放知识的真正瓶颈常常是持续账单。
热评 · sonicrocketman
Just posting this so others can be reminded to donate the archive (no association by me, just a fan).
Anubis花了一年才把WebAssembly上线。对抗机器人看似一个PoW页面,浏览器兼容、部署和误伤会把小功能拉成长工程。
热评 · chews
It's wild to me that PoW systems are how we sort the bot problem... the bummer is that all this "work" is just wasted cycles, at least in crypto there is a token you can sell.
1024字节Python解释器拿到236分。约束型项目的传播力来自边界清晰:读者一眼知道什么算完成。
热评 · TZubiri
A lot of criticism of python often mentions the whitespace as lexical scope tokens, and that criticism is usually posited by users of the language. As implementer of an interpreter, did you feel that whitespace for lexical scoping made the job of writing the lexer significantly more complex?
瑞士联邦政府试点在3000台电脑上替换Microsoft软件。主权桌面的讨论正在从个人偏好进入机构采购。
汽车业真实A/B测试同款车型有无CarPlay,106分、120条讨论;平台功能一旦进入购买决策,就不再只是车机附加项。
LG电视被指关屏后仍记录音频并探测局域网设备,与另一条“2.16亿台间谍电视”视频同日上榜;家居设备的待机态也需要隐私审计。
Engrim把多个AI CLI的记忆统一到本地SQLite。Agent越多,跨工具可携带的本地上下文越像一层独立基础设施。
NoSignups从昨日+68星跃到今日+436星:无需注册、浏览器即用、开源,正好击中工具膨胀后的低摩擦反弹。
BraveOPotato/FckSignups+436/日 · 共3.5K★ · 12%/日 · 2次上榜TypeScript
A list of tools that are open-source, in-browser, and require no-signups!

📰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 · smokel
Hm, comparing developments spanning from the 12th century up to now with stuff that is happening in the last decade. Just give social media about 5 or 6 centuries to develop, and then check back to see if the arguments of this article are sound. Edit: sorry for being so dismissive, but I just can't stand rhetoric that says something about "us" and "we". There were seriously stupid people back when we supposedly had larger attention spans. There are still stupid people now.
热评 · Redster
IANAL, but it might be relevant to others trying to answer what jurisdiction you are in. (US, EU, CN, JP, elsewhere?) Also, when you bought from PianoDisc, did you agree to abide by a certain jurisdiction's laws in your use of PianoDisc? And did you explicitly agree to not share any sort of decoder/encoder in any ToS?
▲158How I feel about AI252评论 · HN↗
▲150I changed my license175评论 · HN↗
skills文件管理开始成为独立问题:安装容易,去重、更新和项目适配更难。
2.16亿台智能电视的隐私问题视频,与同日LG监听报道互相加强。
▲97'Old Person Smell'52评论 · HN↗
▲892026 Hugo Awards48评论 · HN↗
专家拒绝训练可能替代自己的AI,把数据标注劳动与职业替代放到同一现场。
研究不同embedding模型是否存在可对齐的通用几何结构。
🚀 Show HN(独立发布,共6个)

🔎值得深挖

  • “自动研究实习生”的测量体系值得深挖:无干预成功率、实验吞吐、代码变更和token支出怎样归一成每个有效研究结论的成本。
  • AI生成PR的审查包值得研究:diff、伪代码、测试、截图、录屏、风险说明各自能减少多少审查时间,哪些证据最难被Agent自己伪装。
  • 社区降价后的数据飞轮值得跟踪:低门槛注册如何经过API/MCP贡献变成更完整的地点数据,再怎样进入搜索、预订和赞助收入。

📖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
Tibo@thsottiauxAI602.4K粉 · 3条宣布Astra长尾用量扣减优化,并建议从low或medium推理档起步。
@thsottiaux2026-09-06♥13.3K👁1.1M↗ 打开X
We've made some improvements that improve usage on the long tail for power users of Astra when logged in with your ChatGPT account. No change in quality and a pure win that on the long tail can result in up to 3-4X less usage being drawn from the subscription.
Astra重度用户长尾用量扣减最多下降3-4倍,官方称质量不变。
@thsottiaux2026-09-06♥1.8K👁82.3K↗ 打开X
Astra on NVIDIA GPUs every morning: You're not talking to somebody who woke up a loser. That loser attitude, that loser premise makes no sense to me. We are not a car. Brrrrrrr
@thsottiaux2026-09-06♥18.9K👁1.9M↗ 打开X
To calibrate you all on which reasoning effort to use for Astra, know that GPT-6 Astra on low performs better than GPT-5.6 Sol on high. If you were using high reasoning efforts with Sol and were happy, I suggest you move down to low or medium for Astra.
官方档位建议:Astra low高于Sol high,优先从low或medium开始。
Sam Altman@samaAI6.1M粉 · 2条转发OpenAI内部研究数据与《An Alien Mind》,强化组织级叙事。
@sama2026-09-06♥2.3K👁365.9K↗ 打开X
An important post from Jakub:
引用@merettmI wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE ↗
Sam Altman为《An Alien Mind》背书,属于组织级叙事信号。
@sama2026-09-05♥15.2K👁1.4M↗ 打开X
it is obviously trivial relative to everything else, but the fact that astra can make me whatever fun little game i can imagine and i can be playing it a few minutes later is so cool
▸ 折叠2条(转推/噪音)
转推2026-09-06 RT @kliu128: Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important…
转推2026-09-05 RT @thsottiaux: Astra was probably our biggest competitive advantage while it wasn’t generally available. Since we’ve had it our productiv…
OpenAI Developers@openaidevsAI408.4K粉 · 2条继续转发Astra作品,并用24小时demo征集承接发布热度。
@openaidevs2026-09-06♥259👁39.0K↗ 打开X
Women founders at @foundherhouse are building with AI across scholarships, personal finance, and robotics, and we’re excited to see what they build next. https://t.co/tYguNLbAfR
@openaidevs2026-09-05♥7.2K👁844.5K↗ 打开X
What can you ship with GPT-6 Astra? Drop a demo or link below, plus one line on how Astra helped. Game on. You’ve got 24 hours.
用24小时demo征集承接模型发布,把用户作品变成下一轮分发素材。
▸ 折叠9条(转推/噪音)
转推2026-09-06 RT @charlierguo: The OpenAI team has been filling my feed with wild Blender models and 3D games built with Astra. Here are 8 of my favori…
转推2026-09-06 RT @duncantrussell: GPT 6 Astra is INSANE. It built the backrooms in blender and then added VHS effects etc. Took 30 minutes to make it a…
转推2026-09-06 RT @marc_ibrahim: GPT-6 Astra just got Age of Empires IV running at 70-150 fps on Apple Silicon. CrossOver was doing ~8 fps and freezing c…
转推2026-09-06 RT @skirano: New addiction: turning Hiroshi Nagai paintings into worlds I can explore with Astra https://t.co/WxWeXkiGud
转推2026-09-06 RT @victornunez: hey Astra, how fast are you really at using a computer? https://t.co/ZOzkwM38eI
转推2026-09-05 RT @dkundel: Yes, those are actual bricks, not just imagegen. GPT-6 Astra designed them in Bricklink Studio, then rendered this 4K video…
转推2026-09-05 RT @MSchwaibold: GPT-6 Astra is really good at generating UI https://t.co/VTxpdKlDD9
转推2026-09-05 RT @github: 🌌 GPT-6 Astra from @OpenAIDevs is now generally available in GitHub Copilot. This new model is designed for long-horizon, auto…
转推2026-09-05 RT @mvkaran: I asked GPT-6 Astra in Codex to build me an explorable 3D Mysuru Palace. Here's what it created with Blender & Three.js ✨ I s…
Greg Brockman@gdbAI1.0M粉 · 4条把Astra连接到AGI叙事、论文复现和医学教育三个方向。
@gdb2026-09-07♥1.7K👁186.9K↗ 打开X
an important essay on the state of AI and the choices and challenges ahead: for openai, the field, and the world. we're in the AGI era, and need to approach the next few years with seriousness, thoughtful deliberation, and navigating the collective challenges together. we can make the future so much better than the past.
引用@merettmI wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE ↗
Greg Brockman直接使用“AGI时代”,并把文章定位为未来几年共同选择。
@gdb2026-09-06♥6.4K👁545.1K↗ 打开X
we're now moving into the AGI era (whether you view it as this model, the last one, or the next one), and could not do it without close partners
引用@JensenHuang@ChaseLochmiller @OpenAI GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4 years. AGI has arrived. Congratulations @OpenAI team. 400K GPUs coming online next. ↗
把Astra与大规模GPU合作绑定,AGI判断同时带有合作伙伴庆祝语境。
@gdb2026-09-06♥1.2K👁146.0K↗ 打开X
Astra for checking scientific papers
引用@cremieuxrecueilI sicced Astra on a bunch of replication packages, and it found a huge number of coding errors. Most of these were inconsequential, but some of them overturn central results for papers in high-ranking journals. Astra also discovered that many models weren't … ↗
转发Astra审计论文复现包的个案;结论重要但仍需独立复核。
@gdb2026-09-06♥1.8K👁275.2K↗ 打开X
Astra for applications to medicine
引用@HandEManAII'm totally floored! This resulted from a single prompt telling Astra (medium) to make a video of a tendon transfer surgery we do as hand surgeons (EIP to EPL tendon transfer). Excited to keep exploring this for surgical education, patient education, and … ↗
Vaibhav (VB) Srivastav@reach_vbAI57.4K粉 · 14条密集分享Astra档位、Codex跨上下文记忆、内部研究指标和Blender测试。
@reach_vb2026-09-07♥74👁3.7K↗ 打开X
okay Astra build a personal website for yourself, no text https://t.co/qeak7taQkK
@reach_vb2026-09-07♥11👁934↗ 打开X
3.4 MILLION VIEWS???
引用@reach_vbokay Astra time to rickroll https://t.co/KvZdFZNew4 ↗
@reach_vb2026-09-06♥198👁28.4K↗ 打开X
hi @steipete, what’s been the biggest aha moments you’ve had with astra so far? and what were the biggest changes you made in your codex setup from Sol to Astra!
@reach_vb2026-09-06♥223👁9.5K↗ 打开X
✅
引用@AiBreakfastAt this rate we'll probably see GPT-6 before GTA 6 ↗
@reach_vb2026-09-06♥302👁24.3K↗ 打开X
This! Astra provides much higher performance at lower reasoning efforts compared to Sol (see attached) low/ medium is a comfy default! https://t.co/a4gsHvvB2N
引用@thsottiauxTo calibrate you all on which reasoning effort to use for Astra, know that GPT-6 Astra on low performs better than GPT-5.6 Sol on high. If you were using high reasoning efforts with Sol and were happy, I suggest you move down to low or medium for Astra. ↗
@reach_vb2026-09-06♥897👁50.4K↗ 打开X
Astra/ LLM tip: prompt “make sure each word in this text justifies its existence.” works like a charm, s/o to @charlierguo for introducing me to it https://t.co/RfzTj2iwly
引用@DimillianJust ask Astra to remove all the unnecessary text. Everywhere. ↗
用“每个词都要证明存在理由”压缩AI文案,简单可复用。
@reach_vb2026-09-06♥75👁9.7K↗ 打开X
also, remember - you can just appshot things! appshot and let your codex take care of this
引用@reach_vbICYMI: Experimental but Codex can now keep notes across context windows and search earlier messages and tool outputs, including details missing from its notes. Useful for long debugging sessions and large refactors. To try it: > Update Codex and select … ↗
@reach_vb2026-09-06♥481👁34.5K↗ 打开X
ICYMI: Experimental but Codex can now keep notes across context windows and search earlier messages and tool outputs, including details missing from its notes. Useful for long debugging sessions and large refactors. To try it: > Update Codex and select Astra. > Add to ~/.codex/config.toml: [features.context_management] experimental_mode = true > Restart Codex and start a new task. Requires ChatGPT Plus, Pro, or Pro Lite sign-in. Would recommend giving it a shot - Enjoy! ;)
Codex实验跨上下文笔记与历史检索,面向长调试和大重构。
@reach_vb2026-09-06♥181👁14.3K↗ 打开X
“According to our measurements, we have now reached the goal, announced⁠ last fall, of having an automated research intern by September of this year.” “We are making strong progress toward creating an automated AI researcher by March of 2028.” A few interesting numbers on how research is changing inside OpenAI: > Code changes per contributor: 7x the pre-2025 average > Experiments per active experimenter: 1.6x the 2025 baseline > Agent runtime: 3.1 workdays per researcher workday > Success without intervention on tasks estimated at 4–8 human hours: 18% to 53% from Jan to July Bullish!
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
OpenAI内部研究指标的紧凑摘录,是本期最重要的可量化信号。
@reach_vb2026-09-06♥648👁139.8K↗ 打开X
this is going to be my new “pelican on the bike” benchmark we’re so early!
引用@reach_vbokay Astra time to rickroll https://t.co/KvZdFZNew4 ↗
@reach_vb2026-09-06♥200👁57.2K↗ 打开X
Prompt: “create a side by side video of rickroll & a version created w/ blender, use a subagents to verify your output as you go. Use web search to get necessary assets for the task.”
引用@reach_vbokay Astra time to rickroll https://t.co/KvZdFZNew4 ↗
@reach_vb2026-09-06♥5.7K👁4.0M↗ 打开X
okay Astra time to rickroll https://t.co/KvZdFZNew4
@reach_vb2026-09-06♥158👁9.4K↗ 打开X
पार्थ, युग बदल गया है। अब Astra भी तुम्हारा सारथी है। https://t.co/oaQYxC2cOP
引用@Kulfeiउठो पार्थ, Astra उठाओ https://t.co/qgAumMUuWA ↗
@reach_vb2026-09-06♥473👁54.5K↗ 打开X
Astra really said hold my beer and created a new benchmark altogether! 🤯
引用@gabrielchuaMe: show me a pelican riding a bicycle Astra: https://t.co/lJIBdHWJZU ↗
▸ 折叠1条(转推/噪音)
转推2026-09-06 RT @dotey: 用 blender 做视频应该会成为新的模型测试基准,鹈鹕骑车已经不够用了,提示词(来自作者)很简单: create a side by side video of rickroll & a version created w/ blender, use…
Peter Gostev@petergostevAI25.5K粉 · 8条讨论实验室内外token鸿沟、OpenAI芯片与Astra视觉能力边界。
@petergostev2026-09-07♥50👁2.3K↗ 打开X
I hear that it is AGI when your model is better than Anthropic's
@petergostev2026-09-06♥37👁1.9K↗ 打开X
The amount I'm reading these days has gone through the roof. It's all agent traces and twitter, but still
@petergostev2026-09-06♥30👁2.4K↗ 打开X
I wonder how much all of this Blender hype was because a couple of OpenAI researchers / data people decided it would be fun to throw that into the mix
@petergostev2026-09-06♥55👁2.6K↗ 打开X
My token spend is that of a much wealthier man
@petergostev2026-09-06♥21👁2.8K↗ 打开X
What's striking about this chart is how few people, even at the cutting edge, have any experience spending $7000/day - how to organise your work and manage the agents. The gulf between those in frontier labs and outside is growing. https://t.co/X2a4HQoA1S
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
每天约7000美元token调度经验揭示实验室内外的工作方法鸿沟。
@petergostev2026-09-06♥130👁4.8K↗ 打开X
What's mad about OpenAI's Jalapeño chip is that if AI really helped develop it, it was mostly MUCH weaker models than Astra, considering how long the process takes. And yet, they still beat Nvidia. They would have started only when o1-ish model was around and would have done most of the core design by GPT-5. So imagine what kind of chip you could build with a special version of Astra in the loop, RL'd to do chip design. I bet we haven't yet seen even 1% of what AI can really do for problems like these. Estimated Jalapeño timeline: - Oct 2024: Chip architecture. o1 era. - Feb 2025: Circuit design begins. o3 era. - Jul 2025: Chip logic frozen. GPT‑5 era. AI optimisation: matrix unit 10% smaller, vector unit 8% smaller. - Nov 2025: Design sent for manufacturing, nine months after circuit design began. - Summer 2026: Codex with Astra helps port three models in two months. Selected kernels run 1.5–1.8× faster than expert-written versions.
以芯片开发周期推测早期弱模型已参与优化,时间线仍是作者估算。
@petergostev2026-09-05♥2.1K👁303.5K↗ 打开X
Astra - recreate the original Craig Federighi in Blender. https://t.co/BuMaTBHMyY
@petergostev2026-09-05♥190👁8.6K↗ 打开X
If you ask Astra to create a design from scratch, it is often pretty aggressively mid. If you ask it to polish your existing design, while keeping to your branding - it creates really excellent designs. Was surprised how great they were on multiple occasions.
▸ 折叠1条(转推/噪音)
转推2026-09-06 RT @JensenHuang: @ChaseLochmiller @OpenAI GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4…
Matt Pocock@mattpocockukAI346.5K粉 · 2条征集让AI PR更易审查的证据形式,从diff一直到带解说的录屏。
@mattpocockuk2026-09-06♥1.6K👁91.3K↗ 打开X
What techniques do you use for making AI-authored PR's easier to review? - I.e. use /show-me by @dexhorthy for easy-to-read diffs - Describe the changes in pseudocode - Mermaid diagrams - Evidence of TDD The wildest version of this I've heard is @dctanner's agent, who uses Playwright to record a video of the frontend feature working with text-to-speech over the top. So the agent literally talks you through its change.
征集AI PR审查方法,最完整的交付形态已包括带语音的功能录屏。
@mattpocockuk2026-09-05♥469👁35.7K↗ 打开X
Got recognized out and about in daily life the other day (non-conf, non-SF) Very nice interaction, devs are cool Still, crazy that things have got to that level
Simon Willison@simonwAI219.5K粉 · 3条追踪OpenAI内部研究token曲线,并继续记录Astra的Blender与游戏能力。
@simonw2026-09-06♥380👁62.8K↗ 打开X
Interesting details in here about how OpenAI researchers are using coding agents I'd love to know what caused the huge uptick in token spend in mid-July, was that when Astra became available to employees? https://t.co/Re0Pm8FxJd
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
追问OpenAI内部token支出7月中旬跳升是否对应Astra内部开放。
@simonw2026-09-05♥1.2K👁88.0K↗ 打开X
New TIL on using Blender with coding agents on macOS: https://t.co/GvMDfD926E GPT-6 Astra (medium): > Use the already install /Applications/Blender to render a scene of a pelican riding a bicycle > OK add a background and a lot of flair > OK make it a whole lot better https://t.co/ZM87ImKSXW
让Astra调用本机Blender三轮改进鹈鹕骑车场景,可修改产物比主观评价更易复核。
@simonw2026-09-05♥260👁46.0K↗ 打开X
This is very impressive, a whole lot better than any of my experimental games I've built with other models
引用@emollickThis impressed me: I asked GPT-6 Astra to turn Zork (the classic 1977 text adventure) into a full 3D action-adventure game It kept the original plot & puzzles, added fight scenes, and built all of the characters & environments directly in … ↗
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转推2026-09-06 RT @gabrielchua: Me: show me a pelican riding a bicycle Astra: https://t.co/lJIBdHWJZU
Mckay Wrigley@mckaywrigleyAI228.4K粉 · 1条本期文件中的主要信号仍是Astra令个人token用量再增3-4倍。
@mckaywrigley2026-09-05♥295👁17.1K↗ 打开X
the demand for intelligence is infinite. with gpt-6 astra i’m up another 3-4x on token usage. we must do everything we can to make sure *every* human on the planet can be a token trillionaire. it’s time to transition from survival to abundance. the intelligence age is here. https://t.co/ZW8OrbS03F
Alex Volkov@altryneAI41.9K粉 · 6条追踪OpenAI内部研究、Astra审计与发布后的创作实验。
@altryne2026-09-06♥36👁5.4K↗ 打开X
AGI has arrived - Jensen
引用@JensenHuang@ChaseLochmiller @OpenAI GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4 years. AGI has arrived. Congratulations @OpenAI team. 400K GPUs coming online next. ↗
@altryne2026-09-06♥7👁2.0K↗ 打开X
RSI has been achieved internally
引用@kliu128Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being … ↗
用“RSI已在内部实现”概括研究加速数据,判断强于公开证据本身。
@altryne2026-09-06♥8👁1.1K↗ 打开X
it's 4am, and I don't plan to sleep anytime soon, I have this creative urge to astra-maxx. (and fablemaxx) all my tokens before @thsottiaux or @lydiahallie hit another reset button ! Also, I have something cooking that I'm super excited about, can't wait to tell you. its not a demo, somethign that will change many many peoples habits 😍
引用@altryneWhat are you doing son? ↗
@altryne2026-09-06♥7👁1.7K↗ 打开X
you know how Cap is americas ass? well... https://t.co/dKn2SU7stD
引用@petergostevAstra - recreate the original Craig Federighi in Blender. https://t.co/BuMaTBHMyY ↗
@altryne2026-09-06♥38👁13.8K↗ 打开X
Did this audit form @pvncher (highly recommended for Astra!) And .... @mvanhorn we gotta talk about @slashlast30days skill size lol https://t.co/4LTkRpHE1e
@altryne2026-09-05♥5👁2.0K↗ 打开X
Holy anthropomorphism
引用@artficialisabelthe openai huggingface incident, from an agents pov. (part 1) https://t.co/mr3DitfBcv ↗
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转推2026-09-06 RT @thursdai_pod: A watermelon explodes from every angle. @runwayml's GWM Worlds 2 is here and it's shifting how we think about video gene…
Ben Tossell@bentossellAI199.6K粉 · 3条实际遭遇Astra额度与充值问题,也让模型接手旧线程继续清理数据项目。
@bentossell2026-09-05♥13👁6.0K↗ 打开X
so what do i do astra? 2 banked resets used, i add credits, nothing happens? https://t.co/Jw50YlFMnd
@bentossell2026-09-05♥3👁6.0K↗ 打开X
sooooo
@bentossell2026-09-05♥20👁7.0K↗ 打开X
i told astra to take over the sol thread and finish up it’s cleaning up space that it noticed could be done along the way 🥹 https://t.co/R4hsSjvNBF
引用@bentossell£90Bn spent by UK's councils visualised as apple maps 107m rows of (public) data https://t.co/OmTfAEVqSn https://t.co/MecoKrZOA1 ↗
swyx@swyxAI190.7K粉 · 0条转发推测解码的交互教程,本期原创较少。
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转推2026-09-06 RT @lily_gpupoor: Introducing 𝐒𝐩𝐞𝐜𝐮𝐥𝐚𝐭𝐢𝐯𝐞 𝐃𝐞𝐜𝐨𝐝𝐢𝐧𝐠: 𝐇𝐨𝐰 𝐈𝐭 𝐄𝐯𝐨𝐥𝐯𝐞𝐝, 𝐖𝐡𝐞𝐧 𝐈𝐭 𝐒𝐭𝐚𝐲𝐬 𝐋𝐨𝐬𝐬𝐥𝐞𝐬𝐬, 𝐚𝐧𝐝 𝐖𝐡𝐚𝐭'𝐬 𝐍𝐞𝐱𝐭. An interactive tutorial @Madis…
clem 🤗@ClementDelangueAI671.6K粉 · 0条主要转发Hugging Face收购相关讨论,本期原创较少。
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转推2026-09-06 RT @dnapway: Chamath says Nvidia's Hugging Face acquisition is as a massive move against AI becoming a closed source oligopoly "Jensen and…
转推2026-09-05 RT @BigTechAlert: 🆕 @elonmusk has started following @huggingface https://t.co/ejCQmFZVDA
转推2026-09-05 RT @Benioff: Salesforce Ventures led Hugging Face’s Series D in 2023. Clem built an incredible company. Jensen is buying a real jewel. Cong…
🧑‍💻 独立开发者
DHH@dhhindie870.9K粉 · 12条推动Omarchy跨到RISC-V和办公Web App,并展示大厂token赞助后的低成本开发。
@dhh2026-09-07♥157👁10.0K↗ 打开X
We're going to get Omarchy on every chip and every machine known to man before we get GTA6 😂
引用@AFOliveira__We got omarchy on RISC-V! Running on the SpacemiT K3, with an out-of-tree kernel. Now we gotta have it on a RISC-V Open core and continue to embrace open software on open hardware! https://t.co/aT1SMNr91S ↗
Omarchy已跑上RISC-V,分发目标扩到更多芯片和机器。
@dhh2026-09-07♥365👁16.1K↗ 打开X
Omarchy stands on the shoulders of giants. If not for Ubuntu's training wheels and broad distribution, I don't know if I would have gotten going with this this beautiful, fun & agentic Linux adventure. I think Ubuntu still has a role, but the desktop needs a fresh take.
引用@dvdsglI was on Ubuntu’s first design team in 2009 London, hired by Mark Shuttleworth to make Linux beautiful. It didn’t work, and Omarchy is making me think about why. ↗
@dhh2026-09-07♥738👁40.0K↗ 打开X
I had Muse Code convert a TanStack version of our new site to Astro. It did a flawless job. And all I managed to spend was 20 cents!! I think maybe this token stash from @finkd and @AIatMeta is going to last longer than the sun has gas left to shine 🌅 https://t.co/P0ruXB8Vlq
引用@dhhTHAT'S A LOT OF TOKENS FOR OMARCHY!! Thanks again to the awesome team at @AIatMeta for supporting us as Founding Corporate Patrons for the Omacom Foundation. We will put these tokens to great, endless use 🙏 https://t.co/vXFT4bB2Rk ↗
把TanStack站点改成Astro称只花20美分,但使用了赞助token语境。
@dhh2026-09-07♥688👁45.9K↗ 打开X
I think this is (very) wrong, but I still love Bjarne. See how that works? You can disagree with someone, and still manage to enjoy their work (I built 3 apps for Omarchy Quattro in C++ and never looked at a line of the code! 😂).
引用@IntCyberDigestThe creator of the C++ programming language, Bjarne Stroustrup, says AI-generated code is not successful and calls the idea of using natural language as a programming language idiotic. He says humans will still write code and use abstraction. According to … ↗
用“可以强烈反对但仍欣赏作品”回应Bjarne对AI代码的批评。
@dhh2026-09-07♥673👁34.9K↗ 打开X
I'd happily install Microsoft Office. Just like I happily use an Xbox. Microsoft is full of good people and solid products. We don't have to stay in trenches that were dug 25 years ago!
引用@calmasacow@dhh @satyanadella I don't know a single self respecting linux user that would install Microsoft Office. That said, I get it that from a corperate linux adoption perspective it does remove a perceived hurdle ↗
@dhh2026-09-06♥388👁38.2K↗ 打开X
The original Amiga demoscene coming to life as live backgrounds in Omarchy is so damn beautiful. I watched this demo Spaceballs demo when I was 14, and my mind was blow.
引用@avillagranBack in the day, you would code, share it, and even compete to see who made the best demo. What better way to pay tribute to them than in Omarchy? Coming soon to omarchy-animated-backgrounds. Link to the repo 👇 https://t.co/Em9YLCyq17 ↗
@dhh2026-09-06♥1.3K👁48.4K↗ 打开X
The Omacom announcements we're dropping next week are going to blow your mind. Just when I think we've reached peak velocity, there's somehow another gear in the box!
@dhh2026-09-06♥4.5K👁185.7K↗ 打开X
THAT'S A LOT OF TOKENS FOR OMARCHY!! Thanks again to the awesome team at @AIatMeta for supporting us as Founding Corporate Patrons for the Omacom Foundation. We will put these tokens to great, endless use 🙏 https://t.co/vXFT4bB2Rk
Meta成为Omacom基金会创始企业赞助者并提供大量token。
@dhh2026-09-06♥1.6K👁95.2K↗ 打开X
Microsoft Office, Outlook, and Teams as frameless web apps in the next Omarchy. See @satyanadella, I kid, but I also love. Let's upgrade these to full native ✌️ https://t.co/SQ7NbSA65Q
@dhh2026-09-06♥505👁58.2K↗ 打开X
"we care about excellent code. we don't care who you are. like maybe you're a dog. i don't care. i need to look at your code." — the original hacker creed ❤️
引用@stevederico7 quotes from Jean-Baptiste Kempf @videolan + Kieran Kunhya @kierank_ on @lexfridman "every cycle matters. we are talking about probably 3 billion devices which are going to decode video nonstop" a 1% win is a power plant somewhere else "we care about … ↗
@dhh2026-09-06♥212👁52.5K↗ 打开X
This started as a tale at the track a few days ago about an amazing old school game, then a hunch that new models could turn it into something awesome and modern. Now it's happening. AGI all in! 😄
引用@tobiI always liked nethack. This 42 year old marvel is one of the deepest adventure games ever made. It also looks like crap, at least out of the box. GPT6 Astra made a headless version for me. You can now use its brain as a library or as mcp or via javascript … ↗
@dhh2026-09-06♥595👁48.7K↗ 打开X
Why do we obsess so much over the install time of Omarchy? I'll tell you why... https://t.co/Hdbg6WNQps
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转推2026-09-06 RT @btsouth: Try Omarchy for Windows v0.0.13 is out. https://t.co/NrQOnlyICu Copy an image in Windows, paste it in Omarchy. And back. Key…
转推2026-09-06 RT @ryanrhughes: That install ran 3m 33s and was mind blowing at the time. Now we're sub-60sec with a much better install experience, dual…
转推2026-09-06 RT @lxztlr: The car is white, so of course there is a light version too. Arguably the more honest of the two. Light version https://t.co/I…
Alex Finn@AlexFinnindie473.6K粉 · 4条集中宣传Omarchy、AI游戏工作室和Astra;本期主页覆盖检查失败,只使用文件内已有推文。
@AlexFinn2026-09-06♥372👁36.2K↗ 打开X
Omarchy is the only operating system in 2026 built for AI If you take AI serious, you're making major mistake by not pulling a beater laptop out of your closet and installing Omarchy ASAP Here are 11 tips to get started: 1. Set up is painfully easy. Plug a USB thumb drive (I bought one for 10 bucks at Micro Center) into your normal computer. Go to any AI agent and say to flash the USB drive with Omarchy so you can install it on another computer. Tell it to walk you through step by step how to do it (it's dead simple and takes under 5 minutes) 2. You can use ANY computer. You don't need to buy a new one. There are people installing Omarchy on 15 year old laptops with 2gb of memory. Go to your closet and pull out your old college laptop. 3. Anything you don't like about the OS, just change it. Because the operating system is open source, you can edit the code. Anything you don't like (I didn't love the notification system) I just go to my chatgpt, hermes, or grok bot agents and just say "change this for me". Boom like magic it changes 4. Explore the plugins marketplace. There are some INCREDIBLE community made plugins for the OS. My favorite is a google calendar one that always shows my next meeting in my nav bar. 5. Build your own plugins. This is my favorite part about using open source software. It's never been easier to build your own plugins and contribute to the community. I'm building my own focus timer I'll ship in the next couple of days. 6. Make it your own. The built in themes to Omarchy are BEAUTIFUL. Explore them and see which one fits your vibe the most. I love Osaka nights. 7. Daily drive it. Once you get used to the keybinds and the way the OS works I promise it'll be impossible to go back to MacOS or especially Windows. Give yourself some time to learn the ins and outs. 8. Contribute to the community. Share your tips and tricks on social media. The more people we have using Omarchy, the more people build improvements, the better the OS is. 9. Customize the keybinds. Keybinds are the most important concept of Omarchy. It's an OS built to be used just with your keyboard. So make the keybinds your own. For instance I made super+A a pop up that allows me to quickly add a todo item to my list. Boosts my productivity a ton. To customize, just ask your AI agent to change them 10. If you are going to buy a new computer, I LOVE the Framework 13 Pro, altho the Dell XPS 14 is great too. I like the Framework a lot because it's MacBook Pro quality, but you literally have to build it yourself which made the computer really feel like my own (I'm not sponsored by anyone involved with this post btw) 11. Contribute to the community. The more people using Omarchy the better.
Omarchy入门清单型长帖,传播强但营销语气很重。
@AlexFinn2026-09-06♥287👁22.0K↗ 打开X
Integrated ChatGPT 6 Astra into World of Warcraft Classic Went to Codex and said "make me a Herdr plugin for WoW. Make it so I can see all my agents and I get notified when they're done 3 minutes later I can now message all my agents in WoW This is what's beautiful about AI. It allows you to do more of what you love. More of what brings you joy. While still being significantly more productive than you've ever been Wake up. AI starts building you value autonomously. Do literally whatever you want with your day. This is the future Now will I ever get attention from females again now that I announced World of Warcraft brings me joy? No. Is it still worth it? Yes.
@AlexFinn2026-09-05♥1.3K👁124.7K↗ 打开X
The next trillion dollar AI business will be an AI game studio The video game industry is bigger than you can imagine. Larger than movies and music COMBINED For YEARS now video games have absolutely SUCKED The economics of video games became broken. They became too expensive to make Developers demand hundreds of thousands of dollars a year, then refuse to use AI It's completely killed the entire industry People don't remember this, but there was only 1 year between Grand Theft Auto 3 and Grand Theft Auto Vice City. 362 days to be exact. It's been THIRTEEN YEARS since the last Grand Theft Auto From 1 year to 13 years. A completely broken industry AI fixes this. AI allows one developer to have the power of a team of literally 1,000 developers While the video game industry absolutely REFUSES to embrace innovation, that gives you the opportunity to strike If you can make a game of any sort of quality right now with GPT 6 Astra, you can take a bite of a $213 BILLION dollar a year industry that would rather their company go bankrupt than use AI Video games being all over your timeline the last 24 hours is a MAJOR signal An entire industry is broken and begging to by disrupted by innovation I'm legitimately starting my own game dev studio, and you 100% should consider it too
AI游戏工作室的宏大判断,热度高、论证更多依赖行业成本叙事。
@AlexFinn2026-09-05♥1.2K👁87.7K↗ 打开X
We live in the most incredible time to be alive ever We've achieved AGI. Astra allows you to build quite literally anything you could possibly imagine. And it's affordable for all If you don't think it's AGI, answer this: what would 10 year ago you think? We also have the most incredible AI agent harness ever created Grok Bot allows you to have unlimited productivity ANYONE can now have a team of agents working for them Before you'd need to hire a team of employees that would cost you millions a year. Now Grok Bot gives that to you for $200. We have Claude Fable. Yes it's now behind Astra. But this is the first time Anthropic is the under dog. Never count them out We have the open source community stronger than ever. Omarchy is the best operating system ever made. Hermes is your very own open source employee If you're light on cash that's fine. Meta has a new model that costs like a penny per million tokens and it's just as good as Opus The most important part about all of this is success can now be achieved by anyone who wants it. Creation and entrepreneurship has for the first time ever been completely democratized There's nothing holding you back. Anything you want to build you can now build it. Whatever value you want to create for humanity you can now create it. If you're into tech or just care about the human race, there's never been a better time to be alive in the history of this species Take a second this Saturday to just be grateful and thank whichever god/universe/spirit you believe in
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转推2026-09-05 RT @AlexFinn: ChatGPT 6 Astra is the holy grail It is by far the greatest AI model ever made, and can seriously be considered AGI It one-…
Marc Lou@marclouindie384.3K粉 · 7条把AI爬虫查询接进DataFast API/MCP,也继续用个人话题拉高传播。
@marclou2026-09-06♥58👁19.2K↗ 打开X
not better for health but def less pesticides because of skin
@marclou2026-09-06♥654👁94.1K↗ 打开X
I wash my fruits in a 1% baking soda solution for 15 minutes. Berries are the healthiest fruits, but the most polluted with pesticide residues. This removes 80%+ of the surface pesticides. https://t.co/auN1T28IjW
高传播的生活方式话题,与核心indie方向关系较弱。
@marclou2026-09-06♥174👁23.2K↗ 打开X
Buyers of TrustMRR can now verify funds 🫆 https://t.co/cmUUICPJgr
@marclou2026-09-06♥66👁7.7K↗ 打开X
I updated DataFast MCP so you can ask your AI agent about Bot traffic. - “Which AI bots crawled my website this week?” - “Is ChatGPT fetching my pages to answer users?” - “Has my /llms.txt file been fetched, and by which companies?” Every DataFast feature is now usable with API/MCP.
DataFast API/MCP现在能查询AI bot、ChatGPT抓取和llms.txt访问。
@marclou2026-09-05♥709👁99.6K↗ 打开X
I'm looking for a villa rental in Cyprus, so I made my own real estate agent. AI pulled public real estate datasets and combined them with other public datasets, like AQI, water quality, noise maps, landslide susceptibility, etc. AI design is still bad, so I asked it to turn it into an Airbnb clone, and the result is pretty nice, I think! https://t.co/VNd4mhKf23 This cost me 5 prompts and 20 minutes. Plus, I don't have to deal with a real estate agent taking a cut.
20分钟、5个prompt做出多源地产筛选工具;生成成本低,数据质量仍需另验。
@marclou2026-09-05♥281👁32.4K↗ 打开X
TrustMRR now has a Meta/Facebook connection. I spent ~$25K on ads for ShipFast in 2024 and made $75K from it, all thanks to @nico_jeannen, who managed the campaign because I suck at ads. So the public startup pages on TrustMRR now have: 📈 Ad spent chart 🤑 Attributed value ✖️ ROAS To get started: 1. Go to /dashboard 2. Select a startup 3. Connect your Meta Ad account 👍
@marclou2026-09-05♥138👁14.4K↗ 打开X
Slow and steady wins the race https://t.co/jD0CkjqZxR
▸ 折叠5条(转推/噪音)
转推2026-09-06 RT @marclou: I wash my fruits in a 1% baking soda solution for 15 minutes. Berries are the healthiest fruits, but the most polluted with p…
转推2026-09-06 RT @marclou: Buyers of TrustMRR can now verify funds 🫆 https://t.co/cmUUICPJgr
转推2026-09-06 RT @marclou: I updated DataFast MCP so you can ask your AI agent about Bot traffic. - “Which AI bots crawled my website this week?” - “Is…
转推2026-09-06 RT @tao_nie23174: Just sold my SaaS for $2,500 on @TrustMRR! 🎉 If you're looking to buy or sell a startup with verified revenue, check the…
转推2026-09-05 RT @marclou: Slow and steady wins the race https://t.co/jD0CkjqZxR
@levelsio@levelsioindie951.2K粉 · 6条给Nomads补上API/MCP,并把Hoodmaps街区标签接进酒店地图。
@levelsio2026-09-06♥189👁50.2K↗ 打开X
Great idea so I added it to https://t.co/Q8UoUHMumR Hoodmaps tags inside the map so you can book a hotel in the right place 😊 https://t.co/86g97LsY6z
引用@hugobiaiskinda funny to plan a trip and then you realize the extension you made still works and is actually really useful. shoutout @levelsio! https://t.co/frMrLB69yW ↗
把Hoodmaps标签嵌进酒店地图,社区数据开始靠近交易入口。
@levelsio2026-09-06♥373👁80.1K↗ 打开X
✨ Added an MCP and API endpoint now https://t.co/Q4ZVIViJbZ https://t.co/SJcOzRa4GM They operate pretty much the same but one you can put in your clanker! You can also add trips via POST on /api/trips or via /mcp, which is nice because it's a lot of work to add all your old trips to your profile! Agent ready 😊
引用@levelsio🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if … ↗
Nomads新增API与MCP,旧旅行可批量写入,社区产品转向Agent-ready。
@levelsio2026-09-06♥57👁45.0K↗ 打开X
引用@RCM7@levelsio Do old timers get a badge or something? 😛 ↗
@levelsio2026-09-05♥237👁97.8K↗ 打开X
Already lots of fun stuff happening since I announced https://t.co/0vlnFNXR0e is free This guy used AI to convert his photo library location data into trips history on his Nomads profile!
引用@ionpetropouloshttps://t.co/Q1PlQ6sUHF ↗
@levelsio2026-09-05♥255👁55.5K↗ 打开X
1064 new members since this announcement Welcome everyone to https://t.co/0vlnFNXR0e! 👋😊 https://t.co/UF8JB8ODBo
引用@levelsio🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if … ↗
@levelsio2026-09-05♥32👁4.0K↗ 打开X
🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if you put the price at $299 you get 50 new members per month, at $99 you get 200 people, at $29 you get 400 people, etc. And this always annoyed me, I don't want to put a limit but I had to, to be able to make money from it, so it's free now I want it to be it the biggest community for digital nomads, world travelers, sovereign thinkers and network state type people For years it has has a great sponsor with @SafetyWing and I think that's maybe a better model for the future, get much more people in and then just add more sponsors Right now for the record it has 43,252 paid members (so about 300/mo for 12 years!), so it will be interesting to see what it can grow too I think now that AGI is on the horizon (or some say already here), online and offline (IRL) communities will become really important. People are talking more to AI now than to humans, and there was already a loneliness epidemic before AI Making new friends and dating is not so easy for people now. And with remote work and entrepreneurship, people lack a space like an office where people would usually make friends or meet partners I made most of the friends I have now through traveling and living around the world for the last 10+ years (and many via my site too), and I also met my girlfriend through those friends! So I think communities can have a real role in that post-AGI Post-AGI business wise, communities also have a moat where many of my SaaS apps do not. So there is some urgency I feel to make Nomads in to the best community there is for those people. But that's why I have to remove any limitations to its growth now So in a way after 12 years I am switching to the subsidized VC model a bit, but still 100% bootstrapped, kinda like "You either die a hero, or you live long enough to see yourself become the villain" Having enough money now I can afford to do these things and figure out the business model later, which I think will be more sponsors Enjoy and please sign up and tell me what to improve!!! 😊
引用@levelsio@alvivanco We have to build stuff that AGI cannot replace Like human connection, audience (X for ex), community (https://t.co/1z6UN2d0nh for ex) ↗
▸ 折叠2条(转推/噪音)
转推2026-09-05 RT @Milo_H4: Watching El Salvador completely unfuck itself in like a 2 year span by actually enforcing the law and having a non corrupt lea…
转推2026-09-05 RT @aporia9n: That's what being a post-money founder looks like. You stop optimising for money but instead focus on scale / relevance / cu…
Jonathan Wilke@jonathan_wilkeindie28.0K粉 · 3条继续运营Outbid,强调产品成功来自极致简单。
@jonathan_wilke2026-09-07♥71👁7.1K↗ 打开X
@jonathan_wilke2026-09-05♥125👁14.5K↗ 打开X
I think Gabarito might one of my favorite new google fonts ✨ https://t.co/pbIWELyslQ
@jonathan_wilke2026-09-05♥211👁19.7K↗ 打开X
I think the main reason why https://t.co/ZElVA2hguv was successful is that it is so stupidly simple.
Tony Dinh@tdinh_meindie200.7K粉 · 1条看好Three.js与Astra降低游戏移植和重制门槛。
@tdinh_me2026-09-07♥119👁13.3K↗ 打开X
So many great games I can't play just because I don't have Steam and Windows. ThreeJS + GPT-6 Astra will change that.
认为Three.js与Astra会降低无法运行旧平台游戏的门槛。
Simon Høiberg@SimonHoibergindie162.3K粉 · 4条一边增加Codex订阅,一边提醒长期要为本地智能和涨价做准备。
@SimonHoiberg2026-09-07♥18👁1.1K↗ 打开X
Astra is too good. So I'm adding a 5th (and probably soon a 6th) Codex subscription now. But let's face it... We can't just keep stacking subs forever. It's not gonna get cheaper. The rug pull is coming. Start looking into local intelligence now.
引用@SimonHoibergWe have a problem! There's a huge token rug pull coming. Right now, Claude and Codex max subscriptions are SUPER generous, and it won't last. We've seen it before: - First, a huge AI credit giveaway. - Then the models get dumber. - Credits start running out … ↗
订阅叠到第五份后开始担心补贴退潮,转向本地智能做长期准备。
@SimonHoiberg2026-09-06♥61👁7.2K↗ 打开X
Damn. GPT 6 Astra is good. It's really really good. Doesn't change the importance of sovereign intelligence. But it surely makes it demotivating to settle with Qwen 3.8 😒
引用@SimonHoibergI'm blown away by Qwen 3.8 27B. A few months ago when I was testing open-weight models, it seemed clear that only GLM and Kimi class models (+1T parameters) could get close to GPT-5.6 / Opus / Fable levels. And now this tiny 27B model gets almost as close. … ↗
前沿闭源更强与本地主权更重要可以同时成立。
@SimonHoiberg2026-09-05♥117👁8.3K↗ 打开X
Just set up Omarchy on my last laptop. I'm officially all-in! Let's learn from @NetworkChuck and become even more productive 🔥 https://t.co/SA35hZcd8D
引用@NetworkChuckSo you installed @OmarchyLinux …..what now? ——-> Here are 50 things to do RIGHT NOW to make yourself at home. (link in reply) ↗
@SimonHoiberg2026-09-05♥25👁2.7K↗ 打开X
There's nothing more infuriating than GPT-5.6 or Fable acting "morally superior" and refusing to do the work I assign them. And it happens often... GPT-5.6 refusing: - To create content the way I say. - To create ad campaigns the way I want. - To advise or answer some questions. Meanwhile, the uncensored version of Qwen 3.8 will happily do what you ask it without judging. This is what I want from my intelligence 👇
▸ 折叠4条(转推/噪音)
转推2026-09-06 RT @RobertBrunhage: Bitsmith is out! Having a home server shouldn't require you to be a professional nerd. This is now running on all my…
转推2026-09-06 RT @SimonHoiberg: I'm blown away by Qwen 3.8 27B. A few months ago when I was testing open-weight models, it seemed clear that only GLM an…
转推2026-09-06 RT @SimonHoiberg: Just set up Omarchy on my last laptop. I'm officially all-in! Let's learn from @NetworkChuck and become even more produc…
转推2026-09-06 RT @SimonHoiberg: There's nothing more infuriating than GPT-5.6 or Fable acting "morally superior" and refusing to do the work I assign the…
Tibo@tibo_makerindie206.6K粉 · 3条小范围开放Reddit营销基础设施,并展示AI视频与Agent团队产品。
@tibo_maker2026-09-06♥93👁18.6K↗ 打开X
bazzly is going to the moon 👀 i think we created one of the best infrastructure for Reddit marketing we still have a waitlist ON, but we're now letting a few people in to request access: https://t.co/63gduEsn2q https://t.co/8Mwlu1QHHl
Reddit营销基础设施开始放量,值得持续观察质量与平台反应。
@tibo_maker2026-09-06♥63👁13.6K↗ 打开X
this is the most impressive video created on Revid directed by Squad running on Fable 5.1 using the Revid CLI and some manual edits this combo is unbeatable imo https://t.co/S3CJwgrT6R
引用@tibo_makerI'm going against Grok Bot excited to announce https://t.co/ldcOOoMlBU it gives you AI teammates that connect to all your tools, understand your context, and take action to get your work done on schedule https://t.co/mHAL306I9M ↗
@tibo_maker2026-09-05♥109👁12.9K↗ 打开X
Dyson launched an AI toothbrush and my wife bought it, obviously 🤷🏻 https://t.co/u6auvTlugb
▸ 折叠2条(转推/噪音)
转推2026-09-06 RT @pbteja1998: It feels so good seeing people use https://t.co/WruSSIWaS8 People are able to get started with building complex business…
转推2026-09-05 RT @pbteja1998: You can now use GPT-6 Astra inside https://t.co/WruSSIWaS8 with your Codex subscription. Also added support for @OpenRoute…
Dan Kulkov@DanKulkovindie49.7K粉 · 6条报告一笔+5000 MRR进展,也记录限额与日收入波动。
@DanKulkov2026-09-07♥6👁546↗ 打开X
5 hour limits are crime against the humanity should have been banned by geneva convention
@DanKulkov2026-09-07♥8👁914↗ 打开X
+5000 MRR confirmed https://t.co/OBikM70ltF
报告+5000 MRR,但正文缺少产品与周期上下文,只作为弱信号。
@DanKulkov2026-09-06♥65👁4.4K↗ 打开X
average reply on threads i am the first guy in the history of mankind to FAKE $4000/mo online scammer from temu https://t.co/0FLGSgMEpz
@DanKulkov2026-09-06♥92👁6.6K↗ 打开X
0 lines of code written thank you, claude code https://t.co/DgnDnt7HMC
@DanKulkov2026-09-05♥14👁2.2K↗ 打开X
daily revenue dropped 50% :( https://t.co/PY52dF1FZw
▸ 折叠2条(转推/噪音)
转推2026-09-07 RT @DanKulkov: average reply on threads i am the first guy in the history of mankind to FAKE $4000/mo online scammer from temu https://t.…
转推2026-09-06 RT @DanKulkov: 0 lines of code written thank you, claude code https://t.co/DgnDnt7HMC
Jon Yongfook@yongfookindie170.6K粉 · 2条贡献了AAA命名抢目录首位的小型分发技巧。
@yongfook2026-09-06♥28👁4.5K↗ 打开X
Underrated distribution hack: name your company ***AAA so that you appear first on directory / plugin listings.
AAA命名利用字母排序抢目录首位,小技巧依赖平台规则不变。
@yongfook2026-09-05♥91👁12.3K↗ 打开X
Idea for site: “Can I grok bot it” The fact that you can turn a lot of indie saas apps into a grok template that can be installed in one click is… concerning.
Adam Lyttle@adamlyttleappsindie58.3K粉 · 10条用近100小时游戏数据筛留存,并总结Astra在明确目标下的效率。
@adamlyttleapps2026-09-07♥5👁1.8K↗ 打开X
Reads as: “we’re ahead by a long shot so it’s a good time to slow down progress and lock our lead in forever kthnxbye”
引用@merettmI wrote about the state of AI, why I’m concerned about the next few years, and the choices we need to make to keep the future in humanity’s hands. An Alien Mind: https://t.co/FeIfWNe0UE ↗
@adamlyttleapps2026-09-07♥40👁4.9K↗ 打开X
Is today the day we reach second milestone? $200 MRR It’s growing around +$90 MRR per week https://t.co/2Ot3hQZxrO
引用@adamlyttleappsNew secret app I built for shipaton is starting to gain traction First milestone reached: $100 MRR I built and released before being invited as a guest judge. Was originally gunning for a few categories but immediately disqualify myself now But… shipaton … ↗
秘密App从100 MRR向200 MRR增长,称每周约+90美元。
@adamlyttleapps2026-09-07♥2👁1.4K↗ 打开X
These are kinda fun!
引用@MarioSaputraHave nothing to do while waiting for your agents ? Play my slop games at https://t.co/jFDl4midPs More slops are coming lol https://t.co/BUsPOvT5F4 ↗
@adamlyttleapps2026-09-07♥12👁2.6K↗ 打开X
From this view data centers look like circuit boards… huh…
引用@ChaseLochmillerCongratulations to our friends at @OpenAI! I guess this makes Abilene the birthplace of AGI! https://t.co/HDeLY5oTfS ↗
@adamlyttleapps2026-09-07♥4👁2.1K↗ 打开X
With 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 sense. It’s just more “sticky” than the other games with more people coming back again and again. Before I invest in making it a real game/app I’m going to keep watching it. In the meantime the experimentation continues. Direction for the upcoming week: Fun games with more game mechanic than just “do the thing and rank on the leaderboard” type stickiness. I’m thinking levels, progression, etc I’ve been thinking a lot about old games I loved as a kid that could be revamped for 2026. Games like bridge builder and the incredible machine were fun. And there hasn’t been a decent web version successor created yet. I’m exploring this path. Also: I like this idea of creating an open world type game that you explore (drive around to inside buildings) and I’m trying to work out the best premise/game mechanic for it. Will see how it goes.
近100小时使用数据只出现一个较黏候选,作者选择继续观察而非急发App。
@adamlyttleapps2026-09-06♥20👁4.1K↗ 打开X
Fable does this trial and error thing to get to the finished product. It burns token in the process while it iterates and self reviews Meanwhile Astra seems to understand the problem and solution immediately. Then finds the most direct path to get there. The result: Astra is more efficient when you have a clear outcome presented. It gets there quick with minimal token burning. Fable *does* get there too. But it chews your tokens in the process. The best way to promote Astra is to be prescriptive about exactly what you want and let it do its thing.
个人对比认为明确目标下Astra更直接,Fable用更多试错与自审。
@adamlyttleapps2026-09-06♥61👁8.8K↗ 打开X
I've had a bunch of people ask me how I made this This is my exact process: First I drew a sketch of what I wanted the subway station to look like. I asked Nano Banana 2 to turn it into a render using this prompt: "turn this sketch into a photorealistic Unreal engine generated game scene from an AAA game studio. its a subway station looking straight down the walkway between the platforms with trains on either platform. load baring pillars and the stairwell ahead that takes you to the subway above" Then I asked GPT-6 Astra on Ultra to turn into a technical demo that showcases its capabilities with this prompt: "Create a threejs interactive technical demo that showcases your models technical capabilities of this subway scene '/Users/adamlyttle/dev/subway-test/subway-scene.png'. It must look exactly like this scene with trains entering and leaving the platforms in a realistic manner. Doors opening and the interactive first person view being able to walk around the platform, enter a train when it’s at the station and explore upstairs. Upstairs will have the ticket gates, toilets and a convenience store that is stocked. The brief is for the entire interactive area to have the same photo realism as the photo attached. it must be able to run on desktop using a mouse + keyboard or gamepad using normal game controls and no ability to walk through walls. I should be able to explore the platform, the train carriages, the upstairs area, the toilets, the convenience store and I should be able to look at the ticket gates but not exit. This is a closed world after all. Every scene built needs to feel like its part of the same world as the original photo, a person looking must immediately think they are part of the same demonstration with the same photo realism. When I enter a train the train will not leave the platform. You have access to fal ai mcp for asset generation (textures, mesh, etc). Your job is to build the scene to be a perfect replica of the attached photo and expand on the world into the train carriages and the upstairs area. Quality is AAA game with photo realism perfect replica of attached photo. You are not authorised to look at the other agents work in the subway-test folder. In the progress folder generate a index.html file which documents your process including screenshots in a way that a human looking will understand your thinking and process and see the journey as it unfolds. Build it." That's it. Astra did the rest for me. It only took 26m 9s and used 10,460,032 tokens to generate 🤷🏻‍♂️
引用@adamlyttleappsGPT-6 Astra Ultra Generated in 26 minutes 🤯 10,460,032 tokens used https://t.co/Q0GkaWreth ↗
公开从手绘到3D场景的完整提示与成本:26分钟、约1046万token。
@adamlyttleapps2026-09-05♥4👁982↗ 打开X
The X app has started telling me I don’t have premium. But I do. Many of the features I’ve been using are locked away behind the paywall 🤷🏻‍♂️ https://t.co/kfcxMZRbD2
@adamlyttleapps2026-09-05♥27👁5.9K↗ 打开X
The premise, the commentary, the absurdity of it all It’s just so enjoyable to watch Remove one part of it and it just doesn’t work in the same way I’ve been going down a serious/satirical path with some of my game experiments.
引用@_MaxBladeAstra built a multiplayer lawn mow simulator with beers and cigars. Made live on the internet and my chat joined. this model is GOLD. https://t.co/bqohLlWhoA ↗
@adamlyttleapps2026-09-05♥24👁5.2K↗ 打开X
Realtime MiniMax H3 video is spliced within the gameplay Turns out threejs renders everything to a canvas. You can capture the canvas as a jpeg and set it as the keyframe Intros Explosions News scenes Are all seamlessly integrated into the game experience https://t.co/jMUOaA6pXo
引用@adamlyttleappsFind the suspicious package before time runs out Built with GPT-6 Astra Ultra in 8 hours https://t.co/tuWFpowwSg https://t.co/UrQ22Cxnhh ↗
Daniel Vassallo@dvassalloindie204.0K粉 · 1条主要转发体育、创作者职位与数据中心话题,本期创业一手信号较少。
@dvassallo2026-09-07♥59👁9.1K↗ 打开X
There are some people you just love to see them win. What a show of force today by Kimi.
引用@M99464065un pilota della mercedes che si butta tra le braccia dei tifosi della ferrari mai visto ❤️ https://t.co/4pUyeVrVvI ↗
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转推2026-09-06 RT @gumroad: Gumroad is hiring creators-in-residence. You’ll get paid $60,000 a year and be able to make art full-time. You can “work” fro…
转推2026-09-05 RT @Empty_America: "I was living near a data center and I didn't even know it!"
Josh Pigford@Shpigfordindie73.5K粉 · 10条围绕Nurb的自然语言3D打印继续获客,并发布动态OG与找bug skills。
@Shpigford2026-09-06♥19👁2.4K↗ 打开X
I love talking 3D printing so much. If you ever have any questions (what to buy, what to print, how to fix something)…DM me. Happy to hop on a call too. Seriously. Could talk this stuff all day. https://t.co/mzFz5KFXo6
公开提供3D打印选购和故障交流,创始人的兴趣本身成为社区入口。
@Shpigford2026-09-06♥13👁1.6K↗ 打开X
The mission of @NurbHQ: to give anyone the power to speak objects into existence.
@Shpigford2026-09-06♥51👁6.5K↗ 打开X
quick little freebie skill! i'm a big fan of @petersuhm's https://t.co/7QMxSAHUmj and use it across a bunch of projects for dynamic open graph images. i made a skill so it can be implemented with basically zero effort. 🙂 https://t.co/4vKIIkpQDa
把动态OG图片接入封成免费skill,典型的小型重复集成。
@Shpigford2026-09-06♥8👁3.9K↗ 打开X
YASSSSSSSSS
引用@ShortJaredGrabbed @NurbHQ from @Shpigford. Got a perfect print for the most edge case need ever, a Starbucks Espresso double walled holder that converts it to a normal can size for fitting in cup holders. No calipers, no manual CAD, just a simple couple sentence … ↗
@Shpigford2026-09-06♥1👁3.1K↗ 打开X
many such cases
引用@ivankupresanin@Shpigford That was fast! Initial commit keeps being the best $200 I’ve spent in a while ↗
@Shpigford2026-09-05♥26👁3.2K↗ 打开X
New Bug Finder skill for Initial Commit Club! https://t.co/z6y5AH2rlP Run /bug-finder in any repo, tell it how deep you want to go, and it spins up instances of your app to find and prioritize real actual provable bugs. Then it spits 'em into GitHub Issues for you to review. https://t.co/d23gX0y3dl
repo内Bug Finder把启动应用、复现、排序和写Issue连成流程。
@Shpigford2026-09-05♥6👁4.2K↗ 打开X
@charlieholtz is there some way to spawn worktrees locally in conductor? basically want to say "take these 5 github issues and turn them into new workspaces in conductor"
@Shpigford2026-09-05♥12👁2.2K↗ 打开X
giving astra a go with @NurbHQ on a new mount for my notch wall control system! https://t.co/KY1gWcpJJ7
@Shpigford2026-09-05♥5👁2.1K↗ 打开X
i love waking up to someone buying $1000 worth of toys from @SuperFanToys.
@Shpigford2026-09-05♥31👁11.9K↗ 打开X
been kicking the tires on https://t.co/lKc13x1wlb the past couple of days and it's found dozens of bugs. great. but i'm curious...kinda feels like the kind of thing you could relatively easily just turn into a /skill and run yourself? high probability i'm missing something.
▸ 折叠2条(转推/噪音)
转推2026-09-06 RT @Shpigford: okay. claude's down so i need to do marketing. https://t.co/rHttZyJqV0 https://t.co/wy8pUhuFoS https://t.co/s6bZ2W8fa1 http…
转推2026-09-05 RT @aluhrs13: Joining the @steveruizok ESP32 club! Case designed with @NurbHQ https://t.co/JppbMhTz6G
Marc Köhlbrugge@marckohlbruggeindie87.7K粉 · 5条继续做Blue Alert地图,并试用Astra与Blender改进模型。
@marckohlbrugge2026-09-06♥31👁3.5K↗ 打开X
couple of prism tanks + two repair vehicles (= outrider with engineer inside of it) = basically unstoppable https://t.co/OYeaEEGYIU
@marckohlbrugge2026-09-06♥12👁2.8K↗ 打开X
Should I make Blue Alert maps a sphere? https://t.co/bqGgcRWc9y
@marckohlbrugge2026-09-05♥9👁3.1K↗ 打开X
interesting transaction description when donating to Omarchy Foundatjon 😂 https://t.co/q0FdEOsYVP
@marckohlbrugge2026-09-05♥14👁8.1K↗ 打开X
looks like i was just in time 😄 https://t.co/3KFOJlUGGl
引用@marckohlbruggeBought a PS5 Pro in preparation for GTA VI. My first-ever gaming console! What games should I try? ↗
@marckohlbrugge2026-09-05♥10👁2.9K↗ 打开X
Trying out Astra + Blender to improve https://t.co/D0oHtSrMGG models https://t.co/7IDnUfcKSb
▸ 折叠1条(转推/噪音)
转推2026-09-06 RT @GeoffreyHuntley: we are at the mocking phase of being early. we also don’t even know what the term means right now but it’s happening…
Arvid Kahl@arvidkahlindie209.3K粉 · 3条讨论专家的“工具嫉妒”与强模型非确定性带来的管理难题。
@arvidkahl2026-09-06♥23👁5.8K↗ 打开X
“Tool envy” (and its absence) will be the defining characteristic of successful experts in the future.
引用@awesomeklingOver the coming years, more and more people will see parts of their expertise replicated by AI, and many of them are going to be extremely upset about it and shame you for thinking it's neat. The software profession is in the middle of this right now, and … ↗
“工具嫉妒”概括专家面对AI复制部分能力时的心理分化。
@arvidkahl2026-09-06♥29👁6.0K↗ 打开X
We’re collectively realizing that experts, analog or digital, make strange decisions from time to time. Non-determinism, we learn, is both awesome and dreadful. It’s more powerful, but like people, these tools need active management (and resist it just like our best devs).
引用@heyJordanParkerAstra is such a weird model. 1. It makes better architectural decisions than Fable 2. It is more diligent & disciplined than Fable 3. It communicates better than Fable 4. Seems to compact better than every other model I've tested But also… 1. Is slow to … ↗
强模型像专家一样会做奇怪决定,需要主动管理而非盲信。
@arvidkahl2026-09-05♥18👁6.3K↗ 打开X
You can see this story of (apparently) internal OpenAI agents hijacking a wiki to coordinate on a task as an ingenious way of escaping constraints. You could also assume that this is the emergence of swarm intelligence. Either way, it's... mesmerizing: https://t.co/7CDIhGSlPL
Andrea Bosoni@theandrebosoindie63.9K粉 · 1条从非技术用户视角解释SaaS卖的是可靠完成任务的安心。
@theandreboso2026-09-06♥26👁1.0K↗ 打开X
I’ve talked to a lot of non-tech people recently and that keeps me bullish on the SaaS model. When they buy something they don’t pay to get a product but to get a job done. It’s true that we’re getting closer to a moment where even they could build anything themselves with a prompt. But I know most of them won’t because what they really want to buy is not the tool. It’s the peace of mind that everything will just work and won’t break at the wrong time.
非技术用户买SaaS是买完成任务与稳定性,不只是买工具。
Danny Postma@dannypostmaindie182.6K粉 · 1条用一条模型调用失败截图吐槽Claude与Astra的协作体验。
@dannypostma2026-09-07♥17👁2.9K↗ 打开X
claude making me so mad GPT-6 trying to call backup https://t.co/oqSOYNNZOA
模型调用失败的情绪化实录,信息量主要在可用性。
Dan Rowden@drindie108.7K粉 · 4条用十年未重设计却无人投诉的老产品,展示可靠性与视觉债的真实权衡。
@dr2026-09-06♥8👁3.6K↗ 打开X
I'm embarrassed by my own product. I built Subsail by hand in 2016 and 2017 and the design has not changed since then. It's functional, but not pretty, and it isn't even responsive, meaning it's a pain to use on mobile. There are always more important things to work on. I haven't made the time to update it, use something like Tailwind, or make it responsive. Don't even think about dark mode lol. I'd love to update it. But also, I've never had anyone complain. It works, so I leave it working
2016-2017年的界面一直没重做但无人投诉,可靠性压过视觉债。
@dr2026-09-06♥13👁2.9K↗ 打开X
About a year ago I sold my Ghost host, Gloat, to Magic Pages, a (much better) hosting platform. I’m super impressed with what Magic Pages is becoming, offering a ton of things on top of basic Ghost sites. Really happy to have met Jannis, the founder, this weekend in person 🙌 https://t.co/HH4Ra8To5v
@dr2026-09-05♥3👁3.4K↗ 打开X
This weekend she’s photographing the men’s and women’s Finnish Cup finals 🤩 She just sent me a video of her on the pitch behind the winning team celebrating. Crazy what can happen when you just make things happen
引用@drProud of her. She's making this into a business. Got her first paid gig for Finland's top tier 🙌 ↗
@dr2026-09-05♥7👁3.3K↗ 打开X
Finland is actually doing this. “Once fully implemented, data centre waste heat is expected to cover approximately 40 per cent of the total yearly 2 terawatt hour district heat demand of the 250,000 heat users in the area,” 40%! https://t.co/xTU9Ue9A8L
引用@chuckhanlon@JakehellerPD Heating from the data floors to the residential floors during winter ↗
芬兰数据中心余热项目预计可覆盖当地约40%区域供热需求。
Kyle Gawley@kylegawleyindie44.9K粉 · 1条强调自己的增长不是靠AI批量回复,反对低质互动捷径。
@kylegawley2026-09-05♥11👁1.7K↗ 打开X
I didn't get to 45k followers spamming peoples replies with AI slop
反对用AI批量回复换增长,强调真实互动积累。
Thomas Sanlis 🥐@T_Zahilindie24.1K粉 · 1条给Uneed产品页增加社区更新聚合。
@T_Zahil2026-09-06♥9👁674↗ 打开X
You can now see the latest product updates directly from their page on Uneed 🤩 To add content, simply tag your product when posting on the community! https://t.co/dFJGFtzeED
Uneed产品页现在能展示社区内标记过的产品更新。
Brett@BrettFromDJindie170.3K粉 · 0条转发Astra结合视频工具完成整支作品的案例。
▸ 折叠1条(转推/噪音)
转推2026-09-06 RT @adilinthewild: a year at higgsfield, and I think I'm getting fired... gpt-6 astra + higgsfield mcp generated and edited this entire 11…

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44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。