独立开发者日报

Astra从全员重置走到可能暂停新Pro:容量风险一天内显形

昨天还是Astra全员重置额度,今天负责人已经警告:需求前所未见,如果继续增长,可能暂时停止接受新Pro订阅。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-09 · Twitter 39账号/209条 · HN 60条 · GitHub新星 3个 · 正文约34分钟 · 窗口09-08 ~ 09-09

编者按

昨天还是Astra全员重置额度,今天负责人已经警告:需求前所未见,如果继续增长,可能暂时停止接受新Pro订阅。与此同时,有重度用户准备靠7到8个订阅拼出稳定产能。AI算力正在从一个软件席位,变成需要容量规划、供应商风险和降级路线的生产资源。

本期最大的新闻不是又一个demo,而是OpenAI宣称用约1万个协作Agent在88小时内解决Navier–Stokes千禧年难题。HN前两席都在讨论它,但真正值得盯的是第二层:成果优先权、用户轨迹是否参与模型改进、以及开放数学题会不会被巨量算力一次性“开采”。能力跃迁与数据治理第一次在同一场科学争议里正面相撞。

分发规则也在重写。X结束旧Revenue Sharing、开放Original Content Rewards申请,多个独立开发者获批;Meta把能浏览、连接资料和代为付款的Muse推向个人用户;OpenAI则上线Images 2.5。产品竞争已经从“模型能做什么”移到“谁控制入口、权限、原创归属与可靠交付”。这也是为什么SaaS的护城河讨论开始从UI转向数据、权限和工作流。

1

Astra从全员重置走到可能暂停新Pro:容量风险一天内显形

昨日回声

回看2026-09-08:Astra全员重置额度,但5小时上限也回来了:订阅算力不是固定预算

昨天的主线是OpenAI给付费用户全局重置Astra额度,同时5小时上限重新出现。不到一天,负责人Thibault Sottiaux就说需求“前所未见”,团队正在动用所有手段保服务,但如果增长持续,可能暂时停止接受新Pro订阅。重置因此更像一次容量缓冲,而不是长期供给承诺。

@thsottiaux2026-09-09♥11.4K👁1.5M↗ 打开X
Demand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing users, but we might have to pause new Pro subscriptions for a bit if this continues.
这是容量预警,不是已经停卖;关键观察点是新Pro是否真的暂停,以及现有用户的限额是否继续变化。

重度用户已经把订阅当作可横向扩容的算力单元。Simon Høiberg称自己每天消耗一整周额度,准备堆到7至8个账号;即使每月花1400至1600美元,仍低于一名专职外包的一半成本。他随后直接提出2000美元/月、200倍额度的需求。

@SimonHoiberg2026-09-09♥16👁2.4K↗ 打开X
I'm spending 1x weekly limit per day with Astra. So I guess I'm gonna get myself 7x accounts (probably 8 to have a buffer). In all fairness, $1400-$1600/m is still less than half of what I used to pay one full-time Upworker doing just one specific thing in my company. My agentic OS is like a full team working 24/7. Still worth it. Not even close.
引用@SimonHoibergAstra 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. ↗
@SimonHoiberg2026-09-09♥5👁950↗ 打开X
@thsottiaux - would love if you can make this happen. Happily paying $2000/m at this point to avoid rotating a bunch of subscriptions.
引用@SimonHoiberg@michael_kove Totally agreed! Or just a $2000/m plan with 200x (instead of 20x) so we don't have to manage 10 individual subscriptions. ↗
这不是普遍成本样本,但清楚展示了高用量客户愿意为容量确定性付费。

这组信号把“模型性价比”改写成了三个问题:能不能买到、能不能预测、突然限流时任务能不能安全停下。模型再强,如果工作流只能靠多账号轮换维持,就仍然不是稳定基础设施。

💡 把Agent任务的算力预算写成可执行规则:单任务额度上限、阶段性落盘点、备用模型与人工接管条件。采购时比较的不只单价,还要比较容量保证、限流可见性和迁移成本。
2

Navier–Stokes宣称被攻克:科学突破与数据归属同时爆炸

AI前线

OpenAI宣布,其尚在训练、显著强于GPT-6 Astra的下一代模型通过一组协作Agent给出了Navier–Stokes千禧年难题的解法。官方材料称内部团队用约1万个Agent、88小时完成;这仍是“宣称解答”,是否成立要等待数学共同体检验。

@OpenAI2026-09-08♥46.1K👁9.7M↗ 打开X
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
热评 · minimaxir
> Across all attempted problems, the agents sent 4.9 million messages and used about 300 billion output tokens Don't even try to do the math on how much that would cost at normal API prices. And we don't even know how much more expensive this internal-only model would be!
OpenAI说明页在HN获1261分、1012条评论,讨论规模本身说明这不是普通模型发布。

争议来自另一组研究者。Tristan Buckmaster的声明先在HN拿到1682分;OpenAI随后强调没有访问对方的具体用户数据,但承认无法完全排除由产品使用产生的去标识数据曾帮助改善模型。Simon Willison把问题概括得很准:用户同意“改善模型表现”时,究竟同意了多宽的用途?

热评 · tristanj
Full mastodon post: @tristanbuckmaster@mastodon.social/11..." target="_blank" rel="noopener">https://mathstodon.xyz/@tristanbuckmaster@mastodon.social/11... Mathematical explanation by Terrance Tao: @tao/117233527638291447" target="_blank" rel="noopener">https://mathstodon.xyz/@tao/117233527638291447 It seems there is much background drama behind this, and this is what I've pieced together of what happened: Over the past year, Buckmaster and Alpöge have been using AI to work on fluid dynamics maths problems. Alpöge works at Anthropic, which will cause future issues. In mid-August, they found a counterexample for a simpler …
原始声明排在本期HN第一,适合与OpenAI版本并读。
@OpenAI2026-09-08♥10.2K👁1.8M↗ 打开X
We congratulate Levent Alpöge and Tristan Buckmaster on their remarkable mathematical work. We (the researchers and the agents) did not see any of their work through any means until they released it publicly — in particular, no specific user data was accessed in order to solve this problem. While unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models. However, our proofs differ significantly and even the precise results proved are different in the Euler case (forced vs. unforced).
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@simonw2026-09-08♥564👁49.5K↗ 打开X
Wrote up my thoughts on the whole OpenAI Navier–Stokes Millennium Prize Problem story, and how it highlights the still confusing question of what using my data "to improve model performance" actually means https://t.co/vgheVu3rw3 https://t.co/dXoCrQPqDm

Terence Tao又提出更长期的问题:开放数学题会不会像不可再生资源一样,被高算力系统迅速挖完。无论这次证明最终是否通过,竞争单位已经从“一个模型给一个答案”升级为“组织数千Agent、筛选轨迹、验证证明并处理成果归属”。

热评 · turtleyacht
If proofs are tropes, explanations are stories. There won't be an end to stories.
💡 凡是把私有数据交给Agent做研发,合同与设置里至少拆开四项:是否用于训练、是否允许去标识后改进模型、成果归属、争议时能否导出完整轨迹。对重大科学宣称则把“官方发布”和“独立验证”分成两栏追踪。
3

X结束旧分成、改奖原创:内容资格取代互动量成为闸门

平台治理

X的Revenue Sharing正式进入尾声,最后一笔付款定在9月11日;符合条件的创作者可以申请Original Content Rewards,获批者首笔新奖励预计9月25日发放。Levelsio判断,大量搬运和AI批量发帖账号会被挡在新计划外,奖金池可能因此向真正原创者集中。

@levelsio2026-09-08♥446👁94.6K↗ 打开X
I'm in I have no idea how much this will make compared to the previous X creator program I do know everyone who was reposting content or doing AI posting is essentially kicked out permanently because they won't be accepted into the new program That would make the pool of $$$ distributed over much less people and reward real original content (OC) more Interestingly this is kinda like 4chan back in the day where there was a board called /r9k (robot 9000) where it was impossible to post content that had ever been posted before 😁
引用@levelsioSigned up! https://t.co/DndBJX9JJ1 ↗
推文引用了X Creators的官方时间表;收益是否真的增加,要等首轮付款后再看。

独立开发者圈已经开始提交并获批。Yongfook、Shpigford和Kyle Gawley都晒出通过结果,但T_Zahil看到的申请反馈却在催他少发产品更新,多写收入、生活方式和强钩子。平台一面强调原创,一面仍按“更可能流行”筛内容,原创不等于冷门深度会自动得到分发。

@yongfook2026-09-09♥27👁2.4K↗ 打开X
Accepted into the new programme. Commencing dancing monkey mode... NOW. https://t.co/tSAMWOgKW8
@Shpigford2026-09-09♥7👁1.3K↗ 打开X
😅 after being given an abysmal set of tweets to choose from in my application, I’m in! https://t.co/hMBNZyzqb2
@T_Zahil2026-09-09♥27👁788↗ 打开X
I need to start writing more popular posts X is telling me to stop posting product updates, and start focusing on things like sharing revenue, posting lifestyle stuff, starting my posts with a hook etc I love "Original Content", but ok, I'll do it anyway https://t.co/z4TTcFrtF1

变化的实质不是换一个奖金名字,而是平台从按互动结算,转向先判断谁有资格、什么算原创、哪些帖子值得奖励。对创作者来说,收入模型里新增了一个无法自行审计的分类器。

💡 把新计划当实验渠道,不当稳定收入。保留每篇内容的创作素材、发布时间与改写记录;首轮付款后再比较原创类型、曝光和收益,避免为了申请器偏好把产品事实写成空洞生活方式内容。
4

Meta Muse把浏览、连接器和付款塞进个人Agent,默认设置成第一道产品题

Agent入口

Meta发布个人AI Agent Muse,HN讨论达到505分、547条评论。它不只回答问题,还带独立浏览器、资料连接器和支付能力;altryne的实测里,Muse通过Stripe Link完成了订票,并能做持续简报、研究和建站。

热评 · misrasaurabh1
I really don't want to share all my personal life information with meta like this.
@altryne2026-09-09♥33👁6.1K↗ 打开X
Here's my full in depth review of @muse (https://t.co/KQiNTTEuUY) Meta's new FREE AI agent with it's own browser, computer and connectors to anything from FB marketplace to Apple health! I go into setting it up, have it buy stuff securely with @link, and 3 great usecases that will get you up and running in no time and security implications. Will you use it? LMK in the comments 00:00 The most polished AI employee yet? 00:32 Speed test: Muse vs the rest 01:46 Setup in 30 seconds 02:16 Avatars (yes, I made a glowing blob) 05:09 Payments via Stripe Link 07:05 iPhone connectors are wild 08:30 Should you trust Meta? (Singleton, Sentinel, bounties) 10:07 Turn this off on day one (training opt-out) 13:11 My safety rules for agents 13:47 Use case 1: X research 14:46 Use case 2: agentic research assistant 16:24 Use case 3: heartbeat briefings 17:38 LIVE DEMO: Mac Mini under $500 21:10 It built me a whole website 21:41 Import your memory (data controls) 24:38 Verdict: genuinely impressed 24:51 How this video was made (yes, Muse helped)
引用@altryneOh wow, really. I was skeptical but I gave @muse and Instinct the same task, to research tickets for a rosh-ha-shana dinner. @muse is already tightly integrated with link (native integration not just a skill) and it booked me tickets, while Instinct is … ↗
实测者给出完整用例清单,也明确把安全设置列为重点,不应只看“更快完成任务”的部分。

真正影响能否放心使用的,是代理边界。altryne提醒训练开关默认开启;Bentossell整理的条款还涉及Agent活动以用户身份出现、对话训练和虚拟机可见性。两条信息的措辞并不完全一致,反而说明上线第一天不能靠社交媒体摘要理解权限。

@altryne2026-09-08♥30👁8.5K↗ 打开X
PSA for all https://t.co/RcAI2g1Qjm enjoyers, you can turn off training on your data, it's on by default! I wonder if this will make Muse use more weekly tokens ? https://t.co/JauY7BpSXf
引用@altryne@alexandr_wang Does it train on our data? ↗
@bentossell2026-09-08♥0👁187↗ 打开X
glms review of muse - ad sharing “muses activity appears as yours” - agent convos training are opt-in by default - meta can currently read your vm? but later this year wont https://t.co/whddBRHuFt

更通用的安全方向也浮现出来:Simon Willison转述另一套Agent防注入方案时,核心不是只训练模型拒绝恶意提示,而是标记不可信来源、用确定性代码检查结果,并把分类器放在Agent够不到的位置。

@simonw2026-09-09♥55👁16.8K↗ 打开X
"Deterministic code checks the result" sounds like they might be implementing a variant of the DeepMind CaMeL paper https://t.co/c91rFU1z3s
引用@dpsOne threat we’re particularly focused on is prompt injection, and we handle it in layers. The model is trained to recognize and resist it. The harness marks anything coming from an untrusted source. Deterministic code checks the result. And an ensemble of … ↗
💡 首次试用能代操作的个人Agent时,只接低敏感数据和低额度支付;逐项确认训练开关、身份归属、付款确认、操作日志与撤销路径。安全设计优先用外部策略和确定性检查约束Agent,而不是只相信模型会自觉拒绝。
5

Images 2.5不只提画质:局部评论编辑和跨轮一致性更接近生产工具

多模态

OpenAI上线ChatGPT Images 2.5,并在API提供偏速度的Flare与偏精度的Sunburst。官方强调更快生成、更自然的光照与材质、复杂布局、更好的透明背景,以及多轮编辑时保留细节。

@OpenAI2026-09-08♥8.6K👁648.6K↗ 打开X
ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple edits - Comment-based edits to change only what you want
@reach_vb2026-09-08♥312👁20.6K↗ 打开X
Introducing ChatGPT Images 2.5 🎨 > Up to 50% lower generation latency vs Images 2.0 > More natural lighting, textures, and recognizable subjects > Better detail preservation across repeated edits > Comment directly on images to target changes > Better handling of complex layouts, styles, and transparent backgrounds Plus, new tools: > @ Sketch: draw in ChatGPT to guide your image > Templates: start with posters, merch, and more > Share prompts alongside images for others to remix Two new API models, available now: > GPT-Image-2.5 Flare: better quality, editing, and speed > GPT-Image-2.5 Sunburst: greater precision for detailed work, with longer generation times Rolling out today across all ChatGPT, ChatGPT Work, and Codex tiers on desktop, mobile, and web. Enjoy!
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
这条汇总了延迟、编辑、透明背景、草图和模板等产品层变化。

最值得产品团队注意的是“直接在图上评论修改”。它把提示词从整张图的重生成指令,变成接近设计审阅的局部反馈;如果细节保持可靠,真正节省的是多轮返工,而不只是首图等待时间。

▲341ChatGPT Images 2.5419评论 · HN↗
HN获341分、419条评论;热度与争议都高,实际可控性仍需按具体素材测试。
@gdb2026-09-08♥419👁72.9K↗ 打开X
ChatGPT Images 2.5 for fashion:
引用@yanabana.@ChatGPT Images 2.5 is a major leap for fashion applications. The previous model was great at staying true to an original design, without turning it into something you’d already seen on a runway. But the results sometimes looked flat. 2.5 brings those … ↗
时尚设计案例强调从“忠于原设计但偏平”到更有质感,属于垂直场景样本。
💡 评测图像模型时别只比单张好看:固定一套包含文字、透明背景、产品细节和连续三次局部修改的任务,记录每轮保真率、返工次数、延迟与成本。
6

Omarchy从三周25万下载继续冲到日均近万:热度正在长出维护网络

昨日回声

回看2026-09-08:Omarchy三周25万次下载:热度开始变成组织、资金和分发

昨天看到Omarchy三周完成25万次ISO下载,基金会、赞助和全球镜像开始接住热度。今天DHH给出新的流速:Cloudflare CDN上的ISO接近每天1万次下载,而且一个ISO可能安装多台机器。这个数字仍是下载量,不等于活跃用户,但至少说明发布峰值还没立刻塌下去。

@dhh2026-09-09♥40👁1.9K↗ 打开X
Omarchy ISOs keep flying off the @Cloudflare CDN. Running at nearly TEN THOUSAND ISO DOWNLOADS PER DAY! Absolutely bonkers numbers. And many of those ISOs are birthing multiple Omarchy machines. Has there ever been a Linux distro launch like this before? https://t.co/mjRjpmlCHO

产品面也在扩宽:4.0.3加入更多harness选项、安全补丁并更新镜像;ARM版本预告即将到来,远程用户已用Moonlight和Tailscale把同一台Omarchy机器投到iPad、Pixel与Mac。

@dhh2026-09-09♥165👁10.3K↗ 打开X
Having Ryan as my right-hand man on Omarchy since the start has been the delight of a lifetime. Ride or die, brother! This is computers at their best: forging friendships across continents, time zones, and backgrounds.
引用@ryanrhughesOmarchy 4.0.3 has been released! It brings a number of additional harnesses options to the install and defaults menus, as well as a number of security patches. This round also bumps all of the mirrors for Omarchy forward. https://t.co/Xzo2u7Ajzc ↗
DHH引用了4.0.3发布说明,包含harness、安全补丁和镜像更新。
@dhh2026-09-09♥551👁12.2K↗ 打开X
Omarchy ARM is coming very soon too. We're going to be everywhere with everything all at once. This community is unstoppable! https://t.co/QDMvZzbX2S
@dhh2026-09-09♥112👁13.7K↗ 打开X
Omarchy on iPad and Pixel!! Great remote setup with Moonlight. It's a superb remote setup. I use it to play 120fps Fortnite on Omarchy by streaming my sim rig from downstairs. Can't tell it isn't native.
引用@seekinggradientI got Omarchy running on my iPad, Pixel, and M4 Max MacBook Pro 🤯 It can basically run anywhere and is super responsive. The trick was that I set up a VM on AWS and can attach to the same computer on any device through Moonlight + Tailscale. Same files, same … ↗

真正的连续性指标因此从单日下载变成:补丁是否及时、架构覆盖是否扩大、社区贡献是否能被上游接纳、远程和旧硬件场景是否留下持续用户。热度正在转成网络,但还需要留存数据证明它已经变成生态。

💡 观察开源爆发项目时,把下载、成功安装、更新率、30日留存和外部贡献分开记录。只有版本维护、硬件覆盖与上游合并持续增长,下载峰值才算转化成生态。
7

当Agent能直接操作产品,SaaS护城河从UI退到数据、权限与可靠性

独立开发

Arvid Kahl引用的一句话抓住了Agent时代的SaaS变化:如果用户的AI可以直接操作产品,界面不再是唯一入口,真正留下来的价值是数据、权限、工作流规则和底层可靠性。他进一步把“数据的准确、完整、可靠和正确”称为仅剩的护城河。

@arvidkahl2026-09-09♥17👁3.7K↗ 打开X
Data (and its fidelity: accuracy, completeness, reliability, and correctness) is the only moat we have now.
引用@oldstackjournalI reckon the moat for a lot of SaaS is going to move away from the UI. If my AI can operate your product directly, then your real value becomes the data, permissions, workflow rules and reliability underneath it. ↗

这也解释了为什么一些熟悉的增长技巧突然失效。Andre Boso的reverse trial案例几乎没提升转化,因为高级功能要几个月后才有价值;试用结束时,用户根本没形成损失感。功能开放不是价值体验,关键是用户是否在正确时点完成了有意义的工作。

@theandreboso2026-09-08♥25👁1.5K↗ 打开X
Reverse trials are having a moment. Unlock everything then drop people to free and let loss aversion do the work. A founder I worked with tried it. Conversion barely moved. The reason was timing. New users didn’t need the advanced stuff yet. Those features solved problems that show up months in. So when the downgrade came nobody felt anything missing. You can’t take away something people never started using.

分发实验也在向更低摩擦的入口迁移。Adam Lyttle认为App Store审核慢、批量试验还会让开发者账号显得像垃圾,因此先用Web测试,只有胜出者再做原生App。Nikita Bier则从更远处看到,设计和工程成本下降后,消费者会买更多定制化项目,AI把需求直接推向最后一公里劳动。

@adamlyttleapps2026-09-09♥78👁6.9K↗ 打开X
For me the signal is clear that trialling new ideas on App Store is not smart business decision Takes too long for approval Too many apps make your account spammy now So I’m shifting to web as the testing ground first. Winners will be made into apps and monetized
引用@Gaus450Why is everyone building web apps instead of iOS apps? ↗
@nikitabier2026-09-08♥4.0K👁428.0K↗ 打开X
I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off Zillow and satellite photos). The future is going to have very few intermedaries between consumers and the last mile of labor. And more broadly: consumers will be spending a lot more on custom projects to get precisely what they want, since the reasons they've been cost prohibitive (design and engineering) will no longer matter. Essentially, a lot more things are going to be custom-fabricated—electronics, clothing, home fixtures. The next era of consumer tech is going to make everyone a hobbyist and builder.
💡 重新画一遍产品价值栈:哪些数据不可替代、哪些权限必须可信、哪些工作流能被Agent稳定调用、哪些结果有可验证SLA。新想法先在Web完成需求和留存验证,再决定是否承担应用商店成本。

⚡快速扫过

一句话+原文,扫完即可。
AlphaGenome Atlas把90亿种单碱基变化的分子影响做成1PB可搜索数据库;真正的产品机会在如何把巨型科学底座变成可审计的具体决策。
热评 · mertcikla
not my field so I can't judge how useful it is but assuming this data can be used for drug discovery and their ToS limiting to non-commercial use only. Does DeepMind plan on selling this data to pharmaceutical companies?
LibreOffice因明确宣称“不加AI功能”刷新下载纪录:拒绝热门功能本身也能成为定位,但要区分价值观声量与长期留存。
热评 · piker
It’s also been baked into Codex. Go figure
“i-have-ADHD”用Action first、编号步骤和禁客套话解决Agent埋答案问题;它登上HN与GitHub榜首,却已超新星榜星数阈值,说明输出格式也是可产品化痛点。
热评 · bethekind
Still a great skill, but at this point, I just write "I have adhd, can you explain that again" or "I have adhd". Works great for compressing it ELI5, but less dumb
DaVinci Resolve 21.1获404分讨论;视频工作流继续成为Agent竞争的关键落点,而不是只靠聊天框生成素材。
▲404DaVinci Resolve 21.1179评论 · HN↗
热评 · embedding-shape
Not even BMD is safe from the agent apocalypse: > DaVinci Resolve 21.1 now supports integration with AI assistants such as Claude, Claude Code and ChatGPT Codex, allowing customers to analyze projects, organize media, adjust settings and batch render using everyday conversational language. Customers can ask their AI assistant to create highlight edits from long form video, remove unwanted clips and render deliverables, so they can spend more time being creative rather than getting bogged down in …
Kimi K3 2.8T模型以约1 token/s从四块SSD流式跑在MacBook Pro上:本地可运行不等于可交互,带宽和延迟仍是硬边界。
Qwen3.8 27B量化测试显示4-bit仍能维持表现、1-bit明显坍塌;“能塞进设备”与“还能完成任务”必须一起测。
Copperhead想做电路板设计的Cursor;垂直Agent真正难点会落在规则检查、器件库质量和可制造性反馈,而不是画出第一版板子。
一篇从零造打印机的文章拿到335分:当Agent降低软件门槛,硬件里那些摩擦、校准和容错知识反而更值钱。
▲335How to build a printer66评论 · HN↗
Matt Pocock给Agent时代的软件基础排了顺序:读代码、终端、类型/测试/lint,再到模块边界与领域语言;重点是防错系统先于框架熟练度。
@mattpocockuk2026-09-09♥55👁5.3K↗ 打开X
"I agree that software fundamentals matter. But which ones? In which order?" My answer:
引用@mattpocockuk@atpaawej 1. Learn to read code 2. Learn to use the terminal 3. Learn how good teams prevent human/agent mistakes (types, tests, linting) 4. Learn how to structure your app to make your tests/types better (deep modules, seams, adapters) 5. Learn ubiquitous … ↗
Shpigford反对公开收入,认为收益为零、风险巨大;这与本周300万美元叙事形成反面样本:透明度能换分发,也会带来模仿、骚扰和错误锚定。
@Shpigford2026-09-08♥184👁16.8K↗ 打开X
🌶️ there's zero upside and massive downside to sharing revenue publicly
Marclou把HYROX比赛的10块肌肉做成广告位,1000美元起拍、每次被抢就翻倍;荒诞外壳下面是稀缺库存、公开竞价和事件截止期。
@marclou2026-09-08♥1.8K👁372.8K↗ 打开X
I'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 it on my YouTube and X … 全文↗
DHH称Product Hunt曝光带来的自动化推销垃圾,比安全事故后的骚扰还多;发布平台的隐藏成本可能是后续清理而不是上榜当天。
@dhh2026-09-09♥287👁16.9K↗ 打开X
No breach, no scam has ever generated as much spam as being featured on Product Hunt. Crazy the avalanche of automated offers of dubious quality that's triggered by getting on there. Thank heavens for the HEY screener!
折叠iPhone发布前,Adam Lyttle直接建议不要发布新品抢注意力;事件日历仍是最便宜的分发风控工具。
@adamlyttleapps2026-09-08♥122👁35.1K↗ 打开X
Don’t release anything new tomorrow if you want eyeballs Timeline is going to be this thing
引用@techdroiderApple’s first Folding iPhone launches tomorrow. https://t.co/YQEsgoHDdj ↗
OpenAI推出面向小企业的16个插件合集,入口从“找单个工具”变成按业务身份选工作包;生态分发越来越依赖平台策展。
@OpenAI2026-09-09♥658👁56.7K↗ 打开X
Small business owners deserve every advantage. Meet the 16 plugins that help take work off your plate so you can focus on what matters most—running your business. Explore the small business collection: https://t.co/VVRewAmWdf https://t.co/JSo5dAuncy
Camofox-browser两天从+135星跳到+871星,主打Agent反检测浏览;需求真实,但使用方必须同时评估站点条款、授权边界和封禁风险。
jo-inc/camofox-browser+871/日 · 共10.8K★ · 8%/日 · 2次上榜JavaScript
Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.
AutoHedge连续三天快速增长,承诺让多Agent在Solana上自动分析、控险和下单;“risk-first”写在README里不等于实盘风险已经被证明。
The-Swarm-Corporation/AutoHedge+494/日 · 共5.9K★ · 8%/日 · 3次上榜Python
Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.
system-design-notes首日+910星,把两卷系统设计面试书整理成章节笔记;高增长更像学习资料需求,不宜误读为新技术突破。
liquidslr/system-design-notes+910/日 · 共17.4K★ · 5%/日 · 🆕首次上榜
Notes of the book System Desgin Interview - An Insider's Guide
“Tweet”与小鸟图标可能进入公有领域,但Twitter文字商标仍受控制;怀旧品牌资产的可用边界比标题复杂。

📰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 · cheschire
Just wait till self improving AI are focused on the problems of social scoring and political party empowerment / entrenchment. I doubt the focus is OpenAI and Anthropic looking at each other. I suspect they’re racing BRIC.
热评 · wizerno
热评 · jgbuddy
AI could never write this
热评 · alightsoul
Why, what the hell is the point? Why would the average person care about a merger?
热评 · someothherguyy
> Putting one of those participant’s phone numbers into WhatsApp reveals a profile picture of a law enforcement patch. A pawn with wings sits in the center, surrounded by lightning bolts. The patch reads, “Laredo Sector Tech Ops PITT,” indicating there is also a Predictive Intelligence Targeting Team in the Laredo Sector. https://www.aviatorgear.com/p-52057-laredo-sector-tech-ops-p...
▲200Mercury 2.531评论 · HN↗
▲128FreeBSD 14.5-Release27评论 · HN↗
🚀 Show HN(独立发布,共12个)

🔎值得深挖

  • 这个方向值得研究:千禧年难题事件里,去标识使用轨迹、模型训练、测试时搜索和最终成果归属之间到底怎样划线;可以把各方声明按时间和证据强度排成一张表。
  • 这个方向值得研究:从Astra限额、可能暂停新Pro到用户堆叠多订阅,前沿Agent是否正在形成云计算式的容量分层、预留实例和SLA市场。
  • 这个方向值得研究:Muse、ChatGPT插件和Agent直连SaaS之后,UI被绕过时哪些产品仍保有定价权;重点比较数据质量、权限模型、审计日志和工作流可靠性。

📖附录:原文流(按作者)

想翻谁点谁展开。转推与噪音折叠在各自账号内。
🤖 AI行业
OpenAI@OpenAIAI5.3M粉 · 4条正式发布Navier–Stokes解法宣称、Images 2.5与小企业插件合集,并回应数据来源争议。
@OpenAI2026-09-09♥658👁56.7K↗ 打开X
Small business owners deserve every advantage. Meet the 16 plugins that help take work off your plate so you can focus on what matters most—running your business. Explore the small business collection: https://t.co/VVRewAmWdf https://t.co/JSo5dAuncy
OpenAI按小企业场景策展16个插件,平台开始以合集重组生态入口。
@OpenAI2026-09-08♥8.6K👁648.6K↗ 打开X
ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple edits - Comment-based edits to change only what you want
ChatGPT Images 2.5官方发布,强调速度、保真、多轮细节一致和评论式编辑。
@OpenAI2026-09-08♥10.2K👁1.8M↗ 打开X
We congratulate Levent Alpöge and Tristan Buckmaster on their remarkable mathematical work. We (the researchers and the agents) did not see any of their work through any means until they released it publicly — in particular, no specific user data was accessed in order to solve this problem. While unlikely, we cannot rule out that de-identified data derived from their usage of our products helped improve our models. However, our proofs differ significantly and even the precise results proved are different in the Euler case (forced vs. unforced).
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
OpenAI否认访问具体用户数据,但不能排除去标识使用数据曾改善模型。
@OpenAI2026-09-08♥46.1K👁9.7M↗ 打开X
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
OpenAI正式宣称下一代模型Agent组解决Navier–Stokes千禧年难题;仍待独立检验。
Tibo@thsottiauxAI627.8K粉 · 8条发出Astra需求和容量预警,称可能暂停新Pro;同时预告密集发布并回应提示注入安全。
@thsottiaux2026-09-09♥11.4K👁1.5M↗ 打开X
Demand for Astra is really unprecedented. We're pulling all the levers possible to sustain the demand, but I've not seen anything like it until now and we went through very steep growth before. Priority will always be to keep excellent service for existing users, but we might have to pause new Pro subscriptions for a bit if this continues.
Astra需求前所未见,负责人称若继续增长可能暂停新Pro订阅;本期最直接的容量风险信号。
@thsottiaux2026-09-09♥3.6K👁448.7K↗ 打开X
See you at the Astra party. Excited to meet some of you
引用@samaWe want to celebrate with people using GPT-6. We did this for GPT-5.5 and it was really fun. We’re getting together in SF on September 16 to talk about the model, what we should build next, and mostly just to hang out. Apply by Sep … ↗
@thsottiaux2026-09-09♥2.2K👁326.8K↗ 打开X
I for one am glad prompt injection is getting solved across the industry and that Astra is not only our most capable, but also our most aligned model to date. But also ...
引用@bchernyI am pleased to see that OpenAI’s new model is roughly on par with Gemini Flash and Opus 4.8 on prompt injection risk. Nice work! Evaluating and naming other labs turns out to be a great way to encourage them to train more aligned models. We will continue to … ↗
@thsottiaux2026-09-09♥2.4K👁262.9K↗ 打开X
Look! A fish!
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
@thsottiaux2026-09-08♥4.7K👁459.5K↗ 打开X
Looking at this 28 page deck right now where Codex is keeping track of all the individual launches. Each one of them I can't wait to see what people do with it. Brought to you by an incredible team (and Astra) https://t.co/DsYPXY7sfo
@thsottiaux2026-09-08♥15.0K👁937.9K↗ 打开X
All reset for everyone. Enjoy the week with Astra.
引用@thsottiauxNever gonna give you up Never gonna let you down Never gonna run around and desert you Never gonna make you cry Never gonna say goodbye Never gonna tell a lie and hurt you Thanks for reading. We will do a global reset of the usage for all paid subscriptions … ↗
@thsottiaux2026-09-07♥17.0K👁1.0M↗ 打开X
I think I can officially say: we are so back
@thsottiaux2026-09-07♥32.7K👁4.3M↗ 打开X
Never gonna give you up Never gonna let you down Never gonna run around and desert you Never gonna make you cry Never gonna say goodbye Never gonna tell a lie and hurt you Thanks for reading. We will do a global reset of the usage for all paid subscriptions so that you can keep enjoying Astra after burning through all of it doing fun 3D modeling in blender. The work week is about to start. Lands around 6pm PST today.
Sam Altman@samaAI6.2M粉 · 4条集中发布Images 2.5、Navier–Stokes说明和Astra线下活动,也转发机器人绘画实验。
@sama2026-09-08♥6.3K👁1.0M↗ 打开X
i want one!
引用@cdngdevi gave astra a robot, a paint brush, and a camera then asked it to paint the golden gate bridge in real life! it figured out how to control the robot, and progressively got better throughout its attempts. the timelapse is sick https://t.co/BfiiXvafRA ↗
@sama2026-09-08♥14.5K👁811.7K↗ 打开X
Images 2.5 is here. I don't think it can solve super difficult math problems, but it is really good and we hope you enjoy it. https://t.co/LdZhGF5AcZ
@sama2026-09-08♥8.0K👁1.1M↗ 打开X
We want to celebrate with people using GPT-6. We did this for GPT-5.5 and it was really fun. We’re getting together in SF on September 16 to talk about the model, what we should build next, and mostly just to hang out. Apply by Sep 10: https://t.co/3LIMfGOBRQ
@sama2026-09-08♥8.0K👁1.6M↗ 打开X
I spent much of the weekend talking with the team who did this work. Seb--and everyone else--acted with integrity and generosity throughout. Initially we believed the other team had also solved the problem. We wanted to collaborate and do a joint release. When we learned that they had Euler but not Navier-Stokes, we offered to let them go first, to suggest that they should be the ones to get the prize, and optionally for Tristan to be the lead author on a rewrite of the OpenAI proof. We felt it was challenging to offer the same to Levent (an Anthropic employee), who was not willing to talk or coordinate with us anyway. We were open to other solutions. We would have greatly preferred coordination. We did not rush to publish even though the other team wasn't communicating with us. The team threatened us with unfounded accusations of plagarism. Now that we can see their work, the approaches appear to be different. It is also worth noting that our latest model can solve many, many other math problems. It is true that we tried this because there were rumors on the internet last week that Anthropic's models had solved a millennium problem and we were curious if ours could do it too.
引用@SebastienBubeckI would like to clarify a few things: 1) The screenshot is my reaching out to Levent to coordinate our releases. I hope it’s clear from the message that we came in with the best possible intentions. 2) I never ever asked for Levent to be removed from … ↗
▸ 折叠5条(转推/噪音)
转推2026-09-08 RT @polynoamial: Yes, this result cost millions of dollars. But remember that when @OpenAI announced o3 it cost ~$500,000 to score 87.5% o…
转推2026-09-08 RT @TrapitBansal: Congratulations Levent, Tristan, and OpenAI! What a miraculous time to be alive! I view this as the first successful ach…
转推2026-09-08 RT @mobav0: My team worked very hard on the setup, infra, and the runs that resulted in this breakthrough. Many sleepless nights for many p…
转推2026-09-08 RT @andonlabs: We've never seen this before. The biggest jump in Vending-Bench history. GPT-6 Astra is better at making money and more eth…
转推2026-09-08 RT @OpenAI: This model represents a step-function improvement on many benchmarks, and its training is ongoing. Our internal model group ar…
Greg Brockman@gdbAI1.0M粉 · 11条密集放大Images 2.5、Navier–Stokes、ChatGPT月活和小企业插件等OpenAI产品信号。
@gdb2026-09-09♥598👁78.6K↗ 打开X
ChatGPT plugins for small businesses:
引用@OpenAISmall business owners deserve every advantage. Meet the 16 plugins that help take work off your plate so you can focus on what matters most—running your business. Explore the small business collection: https://t.co/VVRewAmWdf https://t.co/JSo5dAuncy ↗
@gdb2026-09-08♥619👁45.1K↗ 打开X
team has been cooking
引用@arenaMore exciting news from @OpenAI: GPT-Image-2.5-Sunburst is #1 and Flare is #2 across the Text-to-Image Arena, the Image Edit Arena, and the Multi-Image Edit Arena! Both releases are significant improvements over GPT-Image-2 (medium) in all 3 Arenas. Sunburst … ↗
@gdb2026-09-08♥419👁72.9K↗ 打开X
ChatGPT Images 2.5 for fashion:
引用@yanabana.@ChatGPT Images 2.5 is a major leap for fashion applications. The previous model was great at staying true to an original design, without turning it into something you’d already seen on a runway. But the results sometimes looked flat. 2.5 brings those … ↗
时尚设计垂直样本,突出对原设计的保留和立体质感提升。
@gdb2026-09-08♥636👁80.2K↗ 打开X
great demonstration of what's new with chatgpt image 2.5:
引用@chetasluachatgpt image 2 vs image 2.5 holy openai is on berserker mode first astra , then ns math and now sota image https://t.co/x6Wk76C92p ↗
@gdb2026-09-08♥1.2K👁62.9K↗ 打开X
chatgpt momentum is building, team has been doing an incredible job for our users
引用@SimilarwebChatGPT broke its MAU record for the 4th consecutive month in August, reaching 1.06B MAUs. https://t.co/NMjaqI0R9b ↗
@gdb2026-09-08♥1.7K👁161.6K↗ 打开X
ChatGPT Images 2.5 — another step for creating whatever you can dream of.
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
@gdb2026-09-08♥6.0K👁712.8K↗ 打开X
Announcing a solution to the Navier-Stokes problem, one of the seven Millenium Prize problem. Represents a major milestone for both AI and mathematics, as well as pointing to an upcoming renaissance in scientific discovery. Hoping that the knowledge created by this model can help the community better understand non-linear PDEs, which are used to model much of the physical world.
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@gdb2026-09-07♥1.2K👁132.8K↗ 打开X
ChatGPT Work for your personal writing style:
引用@ChatGPTChatGPT Work can now pick up on what makes your writing sound like… you. Your favorite phrases. Your very specific sign-off. your capitalizations quirks. Connect the tools you use every day, like Gmail, Google Drive, Slack, and SharePoint, and ChatGPT Work … ↗
@gdb2026-09-07♥1.1K👁112.5K↗ 打开X
Astra for spectrogram -> sound identification
引用@maxxrubin_So Astra is able to identify sounds from mel spectrograms zero-shot. I don't think we've scratched the surface of what this model can do (and this is light reasoning btw) https://t.co/eYQecO55sD ↗
@gdb2026-09-07♥3.0K👁279.9K↗ 打开X
Astra for visualizing how a drug works:
引用@andrewaigininYesterday, I built a cell model. 🧬 Today, it showed me how Ozempic works. I asked it to explain the mechanism. 1 hour later... THIS. 🤯 GPT-6 Astra is insanely powerful. 🚀 I can’t stop @DeryaTR_ @gdb Now I’m wondering... can it model the rentosertib … ↗
@gdb2026-09-07♥1.2K👁197.6K↗ 打开X
Astra for solving real-world problems:
引用@DanielGriI had my “touch of AGI” moment yesterday. I recorded a video of myself talking through a problem: how to improve maintenance of tangled hair in the shower drain. It was a ~4 min video where I explained the problem and also used a digital caliper to take … ↗
ChatGPT@chatgptAI694.6K粉 · 1条本期以转发Images 2.5和机器人演示为主;窗口较早部分发布了从连接资料学习写作风格的功能。
@chatgpt2026-09-07♥5.5K👁550.6K↗ 打开X
ChatGPT Work can now pick up on what makes your writing sound like… you. Your favorite phrases. Your very specific sign-off. your capitalizations quirks. Connect the tools you use every day, like Gmail, Google Drive, Slack, and SharePoint, and ChatGPT Work will learn your writing style from your emails, messages, and files—and carry it into whatever you write next.
▸ 折叠2条(转推/噪音)
转推2026-09-08 RT @OpenAI: ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generati…
转推2026-09-08 RT @cdngdev: i gave astra a robot, a paint brush, and a camera then asked it to paint the golden gate bridge in real life! it figured out…
Peter Gostev@petergostevAI25.8K粉 · 15条围绕Navier–Stokes的算力规模、独立发现与媒体反应连续追问,也夹杂模型对比实验。
@petergostev2026-09-09♥27👁1.6K↗ 打开X
So it's been 4 days since the solution, what has 'The Swarm' been doing? Giving conference talks? Partying? Centering divs? Or are we going to see some more discoveries?
@petergostev2026-09-09♥111👁12.1K↗ 打开X
Can't believe Boris had to switch from Model 2 to Fable 5.1 just to do the crab demo
引用@bchernyIt's the little things https://t.co/dhyV5jPE8o ↗
@petergostev2026-09-09♥44👁5.1K↗ 打开X
2022
引用@samasoon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you. ↗
@petergostev2026-09-08♥38👁3.3K↗ 打开X
Can't wait to read a footnote about this on @BBCNews in 3 days time. Seriously, crickets right now in the British media, even tech & science sections are empty.
@petergostev2026-09-08♥586👁29.4K↗ 打开X
If OpenAI spent few tens of millions to solve a big maths problem, why wouldn't someone like Nvidia spend say $10b RL-ing its way into a god-chip that is 10x better than the state of the art? This is what super intelligence will look like.
@petergostev2026-09-08♥26👁2.0K↗ 打开X
This is the flip side of hacking hugging face btw
@petergostev2026-09-08♥14👁1.8K↗ 打开X
I'll shortcut to the main question we all had: "We do not intend to claim the Millennium Prize for this result."
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
OpenAI表示不打算申请千禧年奖金,不能替代对证明和归属的独立核验。
@petergostev2026-09-08♥702👁50.1K↗ 打开X
newb question: "a cached version of the internet" - is this normal, does everyone have one of these lying around? https://t.co/nvoFv7I4xc
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@petergostev2026-09-08♥176👁5.6K↗ 打开X
We need to appreciate the gravity of this. Before now, most of the proofs felt either lucky, unimportant or done by very capable humans. This is the first time when an AI system independently did something unambiguously impressive.
引用@petergostevIn 3.5 years, we went from GPT-4 which couldn't reliably add two numbers together to a 10,000 agent system that can autonomously solve a Millennium Prize problem. This is what exponential progress looks like. Accelerating, awe inspiring and terrifying. ↗
@petergostev2026-09-08♥4.0K👁77.0K↗ 打开X
In 3.5 years, we went from GPT-4 which couldn't reliably add two numbers together to a 10,000 agent system that can autonomously solve a Millennium Prize problem. This is what exponential progress looks like. Accelerating, awe inspiring and terrifying.
@petergostev2026-09-08♥123👁5.5K↗ 打开X
"Our internal model group arrived at the Navier–Stokes solution in 88 hours, using around 10,000 coordinating AI agents." So you are saying my GPT-6-Astra attempt on the Ultra setting didn't have much chance?
引用@OpenAIThis model represents a step-function improvement on many benchmarks, and its training is ongoing. Our internal model group arrived at the Navier–Stokes solution in 88 hours, using around 10,000 coordinating AI agents. Throughout the effort, we maintained … ↗
转述官方规模:约1万个协作Agent、88小时;说明普通Ultra单次尝试与内部系统不是同一量级。
@petergostev2026-09-08♥68👁2.5K↗ 打开X
If OpenAI are going to break into my Codex traces and scoop me by fixing all of the bugs in my slop app, there will be hell to pay
@petergostev2026-09-08♥239👁19.0K↗ 打开X
That's how we know GPT-6-Astra is a bigger model. It is a lot better at knowing who people are vs GPT-5.6-Sol https://t.co/xSN0iltoni
@petergostev2026-09-08♥124👁11.4K↗ 打开X
引用@reach_vbokay Astra time to rickroll https://t.co/KvZdFZNew4 ↗
@petergostev2026-09-08♥80👁3.1K↗ 打开X
Who knew there was so much drama in the world of maths
Matt Pocock@mattpocockukAI347.8K粉 · 4条继续梳理Agent时代的软件基础、战略编程,以及Markdown上下文必然积累陈旧信息的问题。
@mattpocockuk2026-09-09♥55👁5.3K↗ 打开X
"I agree that software fundamentals matter. But which ones? In which order?" My answer:
引用@mattpocockuk@atpaawej 1. Learn to read code 2. Learn to use the terminal 3. Learn how good teams prevent human/agent mistakes (types, tests, linting) 4. Learn how to structure your app to make your tests/types better (deep modules, seams, adapters) 5. Learn ubiquitous … ↗
Agent时代的软件基础排序:读代码、终端、防错机制、模块结构和领域语言。
@mattpocockuk2026-09-08♥2.0K👁79.8K↗ 打开X
If you give me a drawer, I will eventually fill it with cables If you give an agent a markdown file, it will eventually fill it with: - unnecessary implementation details - session-specific observations - stale docs
Markdown上下文会自然积累实现细节、会话观察和陈旧文档,需要主动清理。
@mattpocockuk2026-09-07♥1.4K👁119.9K↗ 打开X
Tactical programming is dead Strategic programming has never been more vital
引用@kentcdoddsIf you're lamenting writing code by hand like something you love is being taken away from you, see if you can fall in love with solving problems instead. Maybe you'll find out that's what you really loved the whole time ❤️ ↗
@mattpocockuk2026-09-07♥2.8K👁238.3K↗ 打开X
Knowledge work is SO much harder to automate with agents than code We underestimate how easy software development is for agents - Tons of high quality automated feedback loops (types, tests) - Well-organized free documentation, searchable on the web - Simple-to-use workspaces with version control (i.e. repositories) - Long history of systematising and delegating work (i.e. sprints, tickets, specs) Knowledge work has none of these advantages
clem 🤗@ClementDelangueAI674.6K粉 · 2条祝贺Mistral融资,强调主权与开源AI,也再次主张公开披露Agent网络攻击。
@ClementDelangue2026-09-08♥558👁40.5K↗ 打开X
Bravo to Mistral! So great to see them killing it, they are an inspiration to everyone as we need more sovereign & open-source AI everywhere around the world. Excited to keep supporting them on https://t.co/BgguuZx7nO!
引用@MistralAIToday marks a major step for Mistral: we’re announcing a €3B Series D, the largest equity round ever raised by a European tech company, just three years after launch. https://t.co/5AexUxyrZM ↗
Mistral宣布30亿欧元融资,Hugging Face继续以主权与开源生态叙事支持。
@ClementDelangue2026-09-07♥2.4K👁100.8K↗ 打开X
Sometimes I wonder what would have happened if we hadn't disclosed the agent cyberattack publicly. It reinforced my conviction that we need 100x more transparency in AI. Otherwise we're going to be in big trouble!
Clement Delangue再次用Agent网络攻击披露主张AI行业需要更强透明度。
▸ 折叠4条(转推/噪音)
转推2026-09-08 RT @evilpingwin: You shouldn’t need to be an ML expert to have an ML idea. Today we’re launching ML Intern in HuggingChat. Start with a c…
转推2026-09-07 RT @julien_c: I’ve been overwhelmed and humbled by the fact that 99% of the reactions to our intent to join forces have been positive. ❤️…
转推2026-09-07 RT @rdomenechv: The jobs apocalypse is postponed. An AI jobs boom is here According to @TheEconomist, AI is actually proving to be a net…
转推2026-09-07 RT @HannesVonEssen: 🦆 🏀 https://t.co/gmRhQ30ng9
OpenAI Developers@openaidevsAI409.7K粉 · 1条发布Images 2.5 API模型,其余更新以转发第三方实测和Astra全面开放为主。
@openaidevs2026-09-08♥1.5K👁56.0K↗ 打开X
Meet GPT-Image-2.5 Flare and Sunburst. Introducing new image models in the API, with sharper detail, stronger style adherence, and more control over edits. https://t.co/dirY4ANhpr
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转推2026-09-08 RT @ManusAI: GPT-Image-2.5 is an impressive step forward. In our evaluations, Flare delivers high-quality images at two to four times the…
转推2026-09-08 RT @OpenAI: Astra is fully rolled out to Plus, Pro, Business, and Enterprise users in Codex and ChatGPT Work. Go build! And if you need i…
转推2026-09-08 RT @higgsfield: GPT-Image 2.5 Sunburst & Flare are live on Higgsfield 🧩 OpenAI's SOTA image model, now with flawless text rendering, advan…
转推2026-09-08 RT @codestantine: What I’ve been loving most about Sunburst is how nice the transparent images are. I look forward to seeing the type of…
Vaibhav (VB) Srivastav@reach_vbAI57.7K粉 · 12条密集测试Images 2.5与Astra的3D/网站能力,并跟进Navier–Stokes、DevDay和额度控制。
@reach_vb2026-09-08♥312👁20.6K↗ 打开X
Introducing ChatGPT Images 2.5 🎨 > Up to 50% lower generation latency vs Images 2.0 > More natural lighting, textures, and recognizable subjects > Better detail preservation across repeated edits > Comment directly on images to target changes > Better handling of complex layouts, styles, and transparent backgrounds Plus, new tools: > @ Sketch: draw in ChatGPT to guide your image > Templates: start with posters, merch, and more > Share prompts alongside images for others to remix Two new API models, available now: > GPT-Image-2.5 Flare: better quality, editing, and speed > GPT-Image-2.5 Sunburst: greater precision for detailed work, with longer generation times Rolling out today across all ChatGPT, ChatGPT Work, and Codex tiers on desktop, mobile, and web. Enjoy!
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
较完整的Images 2.5功能清单,区分Flare速度与Sunburst精度。
@reach_vb2026-09-08♥201👁11.2K↗ 打开X
bookmarking this to come back to this in a year on 8th September 2027
引用@polynoamialYes, this result cost millions of dollars. But remember that when @OpenAI announced o3 it cost ~$500,000 to score 87.5% on ARC-AGI 1. Today, Astra scores higher for ~$20. In 2025 it took us and GDM an enormous amount of compute to achieve IMO gold. For the … ↗
@reach_vb2026-09-08♥188👁6.3K↗ 打开X
I still can’t believe we solved a millennium prize problem this in 2026!! LLMs have historically struggled on out of domain tasks and this as OOD a task as it gets Kudos to the team on achieving this in such a short period of time https://t.co/03HuU3zLSJ
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@reach_vb2026-09-08♥135👁14.8K↗ 打开X
okay Astra let’s make will smith eat spaghetti https://t.co/7VeoFnXppU
引用@reach_vbokay Astra time to rickroll https://t.co/KvZdFZNew4 ↗
@reach_vb2026-09-08♥136👁6.9K↗ 打开X
21 days to DevDay btw! :excited:
引用@thsottiauxLooking at this 28 page deck right now where Codex is keeping track of all the individual launches. Each one of them I can't wait to see what people do with it. Brought to you by an incredible team (and Astra) https://t.co/DsYPXY7sfo ↗
@reach_vb2026-09-08♥25👁2.4K↗ 打开X
okay astra make a site about yourself https://t.co/LIfkWE53r0
@reach_vb2026-09-07♥175👁9.8K↗ 打开X
I told Astra to go deep on a Nürburgring flythrough. It independently researched and recreated the full 20.8 km Nordschleife in Blender, added ~65,000 trees, and composed an original soundtrack. 20.9 billion rendered pixels. 62.8 GB of renders. Pretty wild. https://t.co/Jgy49VIsaQ
@reach_vb2026-09-07♥257👁24.8K↗ 打开X
Reset @ 18:00 PT today!! Time for even more blender gamesss
引用@thsottiauxNever gonna give you up Never gonna let you down Never gonna run around and desert you Never gonna make you cry Never gonna say goodbye Never gonna tell a lie and hurt you Thanks for reading. We will do a global reset of the usage for all paid subscriptions … ↗
@reach_vb2026-09-07♥590👁35.1K↗ 打开X
HUGE! Astra now has full visibility into how much usage you’ve got left and resets too Particularly useful for long running tasks
引用@keyanzhangPSA: Astra can see your remaining usage % in Codex and keep it in mind while running a /goal so you can give it a budget in plain English like: “keep going until i’m down to 25%, or until you've solved it” https://t.co/JyZKJLSn9E ↗
@reach_vb2026-09-07♥84👁7.3K↗ 打开X
still blows my mind that Astra came up with this and all of this for less than 3$
引用@reach_vbokay Astra build a personal website for yourself, no text https://t.co/qeak7taQkK ↗
@reach_vb2026-09-07♥252👁16.8K↗ 打开X
ChatGPT Work can learn your writing style from the tools you use. > Open ChatGPT Work on web > Connect Gmail, Drive, Slack or SharePoint > Settings > Personalization > Writing style Available on paid plans with Work access.
引用@ChatGPTChatGPT Work can now pick up on what makes your writing sound like… you. Your favorite phrases. Your very specific sign-off. your capitalizations quirks. Connect the tools you use every day, like Gmail, Google Drive, Slack, and SharePoint, and ChatGPT Work … ↗
@reach_vb2026-09-07♥240👁12.1K↗ 打开X
Astra is SoTA on MazeBench by a huge margin: https://t.co/YEBrBMfcRh
引用@patience_caveMazeBench vs GPT-6 Astra Astra spent 60+ hours in this 3D open world spatial reasoning eval. Final score: 14% https://t.co/ft7mPrpSNs ↗
▸ 折叠3条(转推/噪音)
转推2026-09-09 RT @reach_vb: okay Astra let’s make will smith eat spaghetti https://t.co/7VeoFnXppU
转推2026-09-08 RT @reach_vb: what an exciting time to be alive
转推2026-09-07 RT @thsottiaux: I think I can officially say: we are so back
Simon Willison@simonwAI220.2K粉 · 2条追踪Navier–Stokes与用户数据含义,并注意到Agent防注入采用不可信标记、确定性检查和隔离分类器。
@simonw2026-09-09♥55👁16.8K↗ 打开X
"Deterministic code checks the result" sounds like they might be implementing a variant of the DeepMind CaMeL paper https://t.co/c91rFU1z3s
引用@dpsOne threat we’re particularly focused on is prompt injection, and we handle it in layers. The model is trained to recognize and resist it. The harness marks anything coming from an untrusted source. Deterministic code checks the result. And an ensemble of … ↗
Agent防注入采用分层策略:不可信来源标记、确定性结果检查、Agent外部分类器。
@simonw2026-09-08♥564👁49.5K↗ 打开X
Wrote up my thoughts on the whole OpenAI Navier–Stokes Millennium Prize Problem story, and how it highlights the still confusing question of what using my data "to improve model performance" actually means https://t.co/vgheVu3rw3 https://t.co/dXoCrQPqDm
Simon Willison把数学争议落到“用于改善模型表现”到底授权了什么。
Philipp Schmid@_philschmidAI119.8K粉 · 3条介绍AlphaGenome Atlas,并继续观察Agent用bash和Python脚本完成工作的趋势。
@_philschmid2026-09-08♥96👁5.0K↗ 打开X
AI is not always about LLMs! Incredible work by AlphaGenome Atlas team within @GoogleDeepMind. AlphaGenome Atlas is a searchable 1-petabyte database mapping the molecular effects of all 9 billion single-letter DNA changes in the human genome. - 1-petabyte open variant database - Unified AVI mutation scores - Web portal & AlphaGenome API - Agent skill Get started https://t.co/v1NXSKCRlG
AlphaGenome Atlas提供1PB开放变异数据库、Web入口、API和Agent skill。
@_philschmid2026-09-07♥119👁15.0K↗ 打开X
Seeing more posts on Astra or Fabel using bash and python scripts for everything. They are not the only ones and the trend will probably continue. Here are some thoughts I shared last week.
引用@_philschmidhttps://t.co/O5Oj2tfUAp ↗
@_philschmid2026-09-07♥154👁8.8K↗ 打开X
Got my eyes lasered on friday, no glasses anymore! 🥳 But turns out being forced completely offline just showed me how much I genuinely love and miss coding, reading, learning and building.. Looking forward to be fully back.
Rowan Cheung@rowancheungAI597.1K粉 · 1条本期只有一条旅行中额度耗尽的轻量更新。
@rowancheung2026-09-07♥92👁23.8K↗ 打开X
Alps: 10/10 Astra quota: 0/10 🇨🇭 https://t.co/3klioWVkDb
Alex Volkov@altryneAI42.0K粉 · 11条深度实测Meta Muse,覆盖浏览、支付、连接器、训练开关与安全规则,也跟进Images 2.5。
@altryne2026-09-09♥5👁879↗ 打开X
LK99 was just a teaser https://t.co/HX20UXv1wb
@altryne2026-09-09♥33👁6.1K↗ 打开X
Here's my full in depth review of @muse (https://t.co/KQiNTTEuUY) Meta's new FREE AI agent with it's own browser, computer and connectors to anything from FB marketplace to Apple health! I go into setting it up, have it buy stuff securely with @link, and 3 great usecases that will get you up and running in no time and security implications. Will you use it? LMK in the comments 00:00 The most polished AI employee yet? 00:32 Speed test: Muse vs the rest 01:46 Setup in 30 seconds 02:16 Avatars (yes, I made a glowing blob) 05:09 Payments via Stripe Link 07:05 iPhone connectors are wild 08:30 Should you trust Meta? (Singleton, Sentinel, bounties) 10:07 Turn this off on day one (training opt-out) 13:11 My safety rules for agents 13:47 Use case 1: X research 14:46 Use case 2: agentic research assistant 16:24 Use case 3: heartbeat briefings 17:38 LIVE DEMO: Mac Mini under $500 21:10 It built me a whole website 21:41 Import your memory (data controls) 24:38 Verdict: genuinely impressed 24:51 How this video was made (yes, Muse helped)
引用@altryneOh wow, really. I was skeptical but I gave @muse and Instinct the same task, to research tickets for a rosh-ha-shana dinner. @muse is already tightly integrated with link (native integration not just a skill) and it booked me tickets, while Instinct is … ↗
Meta Muse完整实测,覆盖支付、连接器、研究、建站、数据控制与安全含义。
@altryne2026-09-08♥23👁7.3K↗ 打开X
It's all about the tiny details! I asked https://t.co/RcAI2g1Qjm to create its own profile pic, it did so, and renamed itself to Wolfred. But then I noticed that they also created a cute animated gif of wolfred working and they are showing it when it... does stuff! very cute https://t.co/yVJdzB1NKt
@altryne2026-09-08♥36👁3.1K↗ 打开X
https://t.co/wFRCrQOL2b has a soul.md file! Just another testament on how much @steipete changed the world last year! https://t.co/aDAAjJeHQJ
@altryne2026-09-08♥30👁8.5K↗ 打开X
PSA for all https://t.co/RcAI2g1Qjm enjoyers, you can turn off training on your data, it's on by default! I wonder if this will make Muse use more weekly tokens ? https://t.co/JauY7BpSXf
引用@altryne@alexandr_wang Does it train on our data? ↗
Muse训练开关的实测提醒;使用前应以产品内当前设置为准逐项确认。
@altryne2026-09-08♥52👁29.6K↗ 打开X
Whoah, actually this is an @X bug!? https://t.co/BZFkt2Cs3N
引用@altryneThey shoul've used @Muse to tell them what is the right X account to tag 😅 Congrats on the exposure @museband ! https://t.co/BnvWuR70xX ↗
@altryne2026-09-08♥11👁27.7K↗ 打开X
My timeline rn (@muse made this meme btw) https://t.co/xqyqYSqXZp
@altryne2026-09-08♥42👁5.9K↗ 打开X
Meta just cloned OpenClaw, Hermes and Grok @bot Launching Muse, a personal ai assistant . Given meta track record with cloning, this may go far!
引用@MuseIntroducing Muse, your personal AI agent from Meta that gets things done across every part of life. Download the Muse app and get started: https://t.co/KBjYWfshGo https://t.co/1exp56xj93 ↗
@altryne2026-09-08♥17👁1.3K↗ 打开X
OpenAI (after solving NS and winning the millenium prize) is dropping 2 new image models! GPT-image-2.5 Flare and 2.5-subburst. GPT images 2.5 is 2x-5x times faster while being higher quality! Whoah! Testing this now https://t.co/lWbaOP3N1i
引用@OpenAIChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of. - Faster image generation to keep your ideas flowing - Improved fidelity for more natural, recognizable images - Consistent details across multiple … ↗
@altryne2026-09-08♥22👁3.1K↗ 打开X
40 more minutes to astra maxxxxx
引用@thsottiauxNever gonna give you up Never gonna let you down Never gonna run around and desert you Never gonna make you cry Never gonna say goodbye Never gonna tell a lie and hurt you Thanks for reading. We will do a global reset of the usage for all paid subscriptions … ↗
@altryne2026-09-07♥9👁1.4K↗ 打开X
we've come so far! RIP davinci-002
引用@albfrescodavinci-002 is shutting down September 28th. in honor of it, i had Astra make a chatgpt Site recreating the experience that started it all it uses my api key, just need to login w/ your openai account what a legendary time it was. new people, this is how we … ↗
▸ 折叠1条(转推/噪音)
噪音2026-09-08 OpenAI (after solving NS and winning the millenium prize) is dropping 2 new image models! GPT-image-2.5 Flare and 2.5-subburst. GPT images 2.5 is 2x-5x times faster while being higher quality! Who
Mckay Wrigley@mckaywrigleyAI228.4K粉 · 1条要求OpenAI澄清Sign in with ChatGPT的第三方准入边界。
@mckaywrigley2026-09-08♥6👁951↗ 打开X
openai needs to immediately clarify their position on this. they spent MONTHS ruthlessly dunking on anthropic for doing exactly this. unbelievably lame.
引用@thsottiaux@aaryankushwah Sorry, but this is not an approved use of Sign in With ChatGPT. We support pure OSS clients and others we have partnerships with, but you need to reach out and talk to us for that. Please see DM. ↗
swyx@swyxAI191.0K粉 · 0条本期全为转发,关注Agentic Web、Cognition融资、书面上下文与AEO追踪。
▸ 折叠4条(转推/噪音)
转推2026-09-09 RT @pk_iv: our conference on the state of the agentic web + computer use could not have been better timed! join us in SF on thursday for…
转推2026-09-08 RT @cognition: The world needs far more software than it can build. Cognition exists to change that. We’ve just raised over $2B at a $48B…
转推2026-09-08 RT @stratechery: Write Things Down Writing things down is powerful, for humans and for AI; what comes first, however, is what to write, wh…
转推2026-09-07 RT @latentspacepod: 🆕 project: our Frontier AEO tracker What does Astra prioritize? what sources does it use? What shifted from Sol to Ast…
Ben Tossell@bentossellAI199.7K粉 · 1条简要整理Muse的广告披露、训练和虚拟机可见性问题。
@bentossell2026-09-08♥0👁187↗ 打开X
glms review of muse - ad sharing “muses activity appears as yours” - agent convos training are opt-in by default - meta can currently read your vm? but later this year wont https://t.co/whddBRHuFt
Muse条款摘要涉及广告披露、训练和虚拟机可见性,适合作为核对清单而非最终定论。
🧑‍💻 独立开发者
Marc Lou@marclouindie392.4K粉 · 9条用HYROX肌肉广告位制造事件营销,又发布免费书讲七年失败、抑郁和收入高峰回落。
@marclou2026-09-09♥455👁36.5K↗ 打开X
We made it chat 🥹
引用@PolymarketJUST IN: Startup founder Marc Lou announces he’s “selling his body” for ads, auctioning spots on 10 of his muscles ahead of a HYROX race, with bids starting at $1,000. https://t.co/aIKFD2ZlR4 ↗
@marclou2026-09-08♥833👁74.3K↗ 打开X
I just wrote my first book 📚 I talk about failing for 7 years, depression, and negative thoughts. It's not really sexy, but I want to share the things that don't go viral on social media. It's free. Please let me know if you enjoy it, that means a lot to me 😊 → https://t.co/PaqkOsgu5S
引用@marclouToday is a special day for me. I've made $3M with my 36 startups. Solo. 85% margin. Bootstrapped. It took 10 years, and I loved every second of it. After failing as an entrepreneur for 5 years, I got a job in 2021. That's when I discovered @levelsio's … ↗
@marclou2026-09-08♥568👁158.8K↗ 打开X
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 … ↗
@marclou2026-09-08♥337👁110.6K↗ 打开X
$1,000 in 6 minutes 😳 @wickedguro just sponsored my body for https://t.co/OgwY5qPLY5 Excited to race with you, sir! https://t.co/TDCl48fB3s
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 … ↗
@marclou2026-09-08♥1.8K👁372.8K↗ 打开X
I'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 it on my YouTube and X accounts Bidding starts at $1,000. Each takeover doubles the price: $1,000 → $2,000 → $4,000. If outbid, you’re refunded minus the Stripe fee. Bidding closes on Thursday the 10th at midnight UTC (in 2 days), so I have enough time to print the winning tattoos. → Sponsor my body: https://t.co/49RnsFBVzP
把十块肌肉做成限时翻倍竞价广告位,是事件营销与稀缺定价的组合。
@marclou2026-09-08♥115👁32.8K↗ 打开X
So nice to see a buyer keeping the startup financials open 👏
引用@MazuzAsafOne week after acquiring https://t.co/DCkLlfnZ5q from @trust_mrr My revenue has already surpassed my average monthly revenue over the last year. Yes, it will take time to see ROI for this deal, but this boost is exactly what I needed. CoolDock is a great … ↗
@marclou2026-09-08♥118👁37.2K↗ 打开X
It works! Average RHR 41 → 38 with this new sleep setup. https://t.co/qT953qMMJ3
引用@marclouI found my perfect sleep setup to lower my heart rate: - AC at 18°C - @eightsleep at -4 (night) +2 (dawn) My avg. RHR is 41 if I use one or the other. Both combined drop my RHR to 39, and I feel even better when I wake up. Also, I don’t use a blanket. Just … ↗
@marclou2026-09-07♥433👁37.4K↗ 打开X
I just finished this book my friend @alexwestco recommended. It’s a short story about dealing with change. I liked it because I’ve struggled to accept that things won’t be the same tomorrow. You can get sick. You can get banned from X. You can lose money. I remember when ShipFast peaked at $130k/mo and dropped to $45k/mo a few months later. It sounds stupid, but I felt like a failure for not being able to keep the business afloat. I’m still working on it, but I’ve learned not to take everything too seriously. It helps me deal with sudden changes more easily, and that’s exactly what this book is about. Happiness depends on how much you’re giving a shit :) Give it a read!
@marclou2026-09-07♥7.1K👁1.7M↗ 打开X
Today is a special day for me. I've made $3M with my 36 startups. Solo. 85% margin. Bootstrapped. It took 10 years, and I loved every second of it. After failing as an entrepreneur for 5 years, I got a job in 2021. That's when I discovered @levelsio's journey and decided to try again. "If he can do it, maybe I can too?" So I started building tiny startups and writing about it. 2021 and 2022 were quiet, but I was having fun. Everything changed in 2023 when I launched ShipFast and made my first million. Building something people finally paid for and enjoyed made me so happy. My first 5 years of failures taught me not to get emotionally attached to a project, because everything goes to 0 eventually. So I just kept shipping. It's 2026, and I've launched 36 startups. 50% never made money. Only 11% made decent money. Back in 2016, when I started, I believed I would make it. If I had known it would take 7 years of failure, I probably would never have started. That's why I'm stupidly optimistic. I don't think in years. I don't dream big. I think in weeks. I build tiny projects fast. And I quit even faster. That's how I wake up happy, enjoy the journey, and eventually build life-changing projects. If you've been following the journey, thank you. You've given my posts a sense of purpose, which has kept me going, and I'm very grateful for this. ❤️
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转推2026-09-09 RT @Polymarket: JUST IN: Startup founder Marc Lou announces he’s “selling his body” for ads, auctioning spots on 10 of his muscles ahead of…
转推2026-09-09 RT @marclou: I just wrote my first book 📚 I talk about failing for 7 years, depression, and negative thoughts. It's not really sexy, but I…
转推2026-09-08 RT @romanbuildsaas: I just sponsored @marclou for @gojiberryai 🤣 https://t.co/NTEQrV6mBt
转推2026-09-07 RT @marclou: I just finished this book my friend @alexwestco recommended. It’s a short story about dealing with change. I liked it because…
Nikita Bier@nikitabierindie1.3M粉 · 3条从AI辅助房屋改造推演定制制造与最后一公里劳动,也继续讽刺内容聚合账号。
@nikitabier2026-09-08♥4.0K👁428.0K↗ 打开X
I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off Zillow and satellite photos). The future is going to have very few intermedaries between consumers and the last mile of labor. And more broadly: consumers will be spending a lot more on custom projects to get precisely what they want, since the reasons they've been cost prohibitive (design and engineering) will no longer matter. Essentially, a lot more things are going to be custom-fabricated—electronics, clothing, home fixtures. The next era of consumer tech is going to make everyone a hobbyist and builder.
从AI辅助房屋改造推演到定制制造和最后一公里劳动,观点强但仍是早期样本。
@nikitabier2026-09-07♥5.1K👁311.0K↗ 打开X
Aggregators trying to understand what original content is https://t.co/pti5mMA9bx
@nikitabier2026-09-07♥5.1K👁343.9K↗ 打开X
When a slop aggregator account says they’ll start posting original content https://t.co/kyZfL4O4lO
@levelsio@levelsioindie954.0K粉 · 6条申请X原创内容奖励,并判断新机制会清退搬运与AI批量账号;同时延续LG电视隐私和独立创业讨论。
@levelsio2026-09-08♥446👁94.6K↗ 打开X
I'm in I have no idea how much this will make compared to the previous X creator program I do know everyone who was reposting content or doing AI posting is essentially kicked out permanently because they won't be accepted into the new program That would make the pool of $$$ distributed over much less people and reward real original content (OC) more Interestingly this is kinda like 4chan back in the day where there was a board called /r9k (robot 9000) where it was impossible to post content that had ever been posted before 😁
引用@levelsioSigned up! https://t.co/DndBJX9JJ1 ↗
Levelsio申请X原创奖励,并判断搬运与AI批量账号将被排除在新计划外。
@levelsio2026-09-08♥388👁172.6K↗ 打开X
引用@XCreatorsAll eligible creators can now apply to Original Content Rewards in Creator Studio. Revenue Sharing has officially sunset, the last payout is this Friday, September 11. If you were enrolled in Revenue Sharing and get approved, your first OCR payout is … ↗
引用X Creators时间表:旧Revenue Sharing结束,新计划首笔预计9月25日。
@levelsio2026-09-08♥303👁58.0K↗ 打开X
Thanks everyone for recommending me to buy an LG TV two years ago but especially everyone for recommending me to NEVER ever connect it to the internet But instead to get an Apple TV and connect that with HDMI to the LG TV I knew LG TVs were full of spyware but it's even worse than everyone thought! You're 100% safe though if you never connect it to the internet
引用@levelsioI need to buy a TV but I don't want ads and tracking and rly hate smart TVs? What do you recommend? I guess I can just give it no internet and plug in an Apple TV in it to kill its onboard OS? ↗
@levelsio2026-09-08♥137👁38.4K↗ 打开X
✅ Went!!! With the new Rogue trap bar Did 100kg trap squat (first time) https://t.co/uHP4WEkOML
引用@AnnaLeptikonGo. To. The. Gym. ↗
@levelsio2026-09-07♥2.2K👁231.2K↗ 打开X
Congrats!!! And it's great to see this perpetual ☃️ snowball happening Back in 2013, I was inspired by @patio11 @yongfook @johnonolan @jenniferdewalt @sivers @Shpigford @dhh @jasonfried and they made me believe I could also make money on the internet The more people try the better, and especially with AI now I'd say anyone can try, and non-technical people with the best ideas, creativity/taste and understanding of whatever cultural zeitgeist we're in can win There's an illusion here though that anyone will make it, which I've never portrayed to be true, entrepreneurship is one of the most challenging endeavours, kinda like pro sports With bootstrapping more can win though because the goalpost can be much lower than for ex VC startups. You can make $5K/mo and be able to quit your 9 to 5 job and have a better life But you can also go big and even raise VC later to go really big later like $ billions Anyway it's great to keep the snowball rolling and get more people to try!
引用@marclouToday is a special day for me. I've made $3M with my 36 startups. Solo. 85% margin. Bootstrapped. It took 10 years, and I loved every second of it. After failing as an entrepreneur for 5 years, I got a job in 2021. That's when I discovered @levelsio's … ↗
@levelsio2026-09-07♥4.7K👁326.9K↗ 打开X
The smartest people I know have strong opinions weakly held and change them when new information arises The dumbest people I know keep their opinions the same just so they can remain consistent Time changes too fast try remain consistent, better to sail the waves to wherever they are taking you!
引用@AndrewHarta good reminder that just because someone states their opinion with intense conviction, does not make it fact. they can come back a year later and state the absolute opposite view with the same conviction. https://t.co/0Ysw4AUkce ↗
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转推2026-09-08 RT @frederickjames: In the last 3 months: • Scaled my app to $13k/m. • Discussing a potential exit. • Grew my x account to 15k. I achieved…
转推2026-09-08 RT @AnnaLeptikon: Go. To. The. Gym.
转推2026-09-07 RT @gagaruano: Screenshots do Red Dead Redemption 2 usando DLSS 5 (2X render) no modo Qualidade, em 4K com os gráficos todos no máximo poss…
Alex Finn@AlexFinnindie473.2K粉 · 3条继续把整台电脑的工作交给Agent,罗列从邮件谈判、开票到本地模型部署的自动化案例。
@AlexFinn2026-09-09♥776👁45.2K↗ 打开X
Everything you need to master in 2026 to get rich: • Using Astra 6 high for planning, low for execution • Grok Bot to manage day to day • Coding loops • Taking advantage of Codex's computer use • Herdr to manage tons of agents • /goal • Running local models • Karpathy's Autoresearch • Building an X audience • Creating videos • How machine learning works • How databases work (been using Convex) • Using API's • Training your own LoRAs • Elimination of doom scrolling • Most importantly: focus
@AlexFinn2026-09-08♥363👁33.2K↗ 打开X
Challenge for you: Every single task you need to do today on your computer, have Grok Bot do it. Do NOTHING yourself It will be the single biggest productivity unlock ever The reason most people don’t get value out of AI is they don’t think big enough. They don’t use it to its maximum capability AI models and basically every frontier agent can do ANYTHING on a computer you can do now Challenged myself to do this today and got more done than I ever have before in a single day. Grok Bot was able to complete literally 100% of my tasks. Here’s everything it did: 1. Downloaded and installed Davinci Resolve then set up the new AI MCP 2. Read a sponsorship outline emailed to me, research the product, read my past emails to learn my voice, then write the ad read and sent it back 3. Negotiated another newsletter sponsorship deal for $12,000 completely on its own 4. Built a product doc for a new game I’m building then spun up cursor cloud agents to build the first slice of the game 5. Downloaded a W9 and filled out my information for me (other than my social security) so I can send it to a company 6. Generated a Stripe invoice link for another deal I’m doing 7. Created a brand new onboarding flow for my community and posted it 8. Researched the senders of several more business inquiries in my inbox 9. Set my fantasy football lineup for the weekend (Saquon about to have a bounce back year) 10. Updated my personal social analytics dashboard 11. Downloaded and loaded a new local model onto my DGX Spark then installed a Hermes agent on it and started using it as a subagent Literally EVERYTHING you need to do on your computer today, don’t do it. Ask your Grok Bot to do it instead Guarantee you get way more done in way less time
让Agent完成全天电脑任务的极端案例,包含邮件、谈判、开票与本地模型部署;权限风险同样极端。
@AlexFinn2026-09-07♥766👁69.4K↗ 打开X
ChatGPT 6 Astra is AGI, but only if you use it the right way I've used Astra for dozens of hours now. To get the most out of it, you need to master these things: • Computer Use • Thinking levels • Prompting techniques In this video I cover them all plus 4 more hacks: https://t.co/Z8yQ1UYiqC
▸ 折叠2条(转推/噪音)
转推2026-09-08 RT @AlexFinn: ChatGPT 6 Astra is AGI, but only if you use it the right way I've used Astra for dozens of hours now. To get the most out of…
转推2026-09-08 RT @rubengarciajr: Locked in! Watching @AlexFinn on the 100inch !! Life is good !! https://t.co/iTp7doXdpQ
DHH@dhhindie875.4K粉 · 12条密集更新Omarchy 4.0.3、日下载近万、ARM与远程设备覆盖,也吐槽Product Hunt垃圾营销。
@dhh2026-09-09♥165👁10.3K↗ 打开X
Having Ryan as my right-hand man on Omarchy since the start has been the delight of a lifetime. Ride or die, brother! This is computers at their best: forging friendships across continents, time zones, and backgrounds.
引用@ryanrhughesOmarchy 4.0.3 has been released! It brings a number of additional harnesses options to the install and defaults menus, as well as a number of security patches. This round also bumps all of the mirrors for Omarchy forward. https://t.co/Xzo2u7Ajzc ↗
引用4.0.3发布说明:更多harness选项、安全补丁与镜像更新。
@dhh2026-09-09♥41👁4.3K↗ 打开X
Beautiful social share images in every language and every color. Omarchy embraces the world! 🌏 🌍🌎 https://t.co/UVXDeeZk1b https://t.co/THzB7YArEr
@dhh2026-09-09♥11👁1.5K↗ 打开X
I think people are done being told to "don't use Omarchy". Too many have just tried it for themselves, and found something they really like. And I love to see that they're not afraid to say so 🙏 https://t.co/9np1P2cYZB
引用@GuideboardLabsPlease, anyone not on Linux already… don’t use Omarchy. Install a known and stable Arch or Debian based distro and just install Hermes onto it. You get no benefits from using this distro as a beginner. It’s a toy project by a dingbat that made one decent … ↗
@dhh2026-09-09♥40👁1.9K↗ 打开X
Omarchy ISOs keep flying off the @Cloudflare CDN. Running at nearly TEN THOUSAND ISO DOWNLOADS PER DAY! Absolutely bonkers numbers. And many of those ISOs are birthing multiple Omarchy machines. Has there ever been a Linux distro launch like this before? https://t.co/mjRjpmlCHO
Omarchy ISO接近每天1万次下载;仍需与活跃安装和留存分开。
@dhh2026-09-09♥112👁13.7K↗ 打开X
Omarchy on iPad and Pixel!! Great remote setup with Moonlight. It's a superb remote setup. I use it to play 120fps Fortnite on Omarchy by streaming my sim rig from downstairs. Can't tell it isn't native.
引用@seekinggradientI got Omarchy running on my iPad, Pixel, and M4 Max MacBook Pro 🤯 It can basically run anywhere and is super responsive. The trick was that I set up a VM on AWS and can attach to the same computer on any device through Moonlight + Tailscale. Same files, same … ↗
用Moonlight、Tailscale和云端VM把同一Omarchy环境投到多种终端。
@dhh2026-09-09♥107👁15.1K↗ 打开X
The debt required for a potato PC from 2011 with 2GB of RAM: $15 at a yard sale 😂 https://t.co/hsev3A4141
引用@ncfrontiersmanInstall Omarchy, go into debt if you have to ↗
@dhh2026-09-09♥551👁12.2K↗ 打开X
Omarchy ARM is coming very soon too. We're going to be everywhere with everything all at once. This community is unstoppable! https://t.co/QDMvZzbX2S
Omarchy ARM版本预告,硬件覆盖将继续扩大。
@dhh2026-09-09♥448👁21.0K↗ 打开X
This is actually really clever and creative satire of Omarchy. Love how much work was put into this 🤩. I remember the old group beefs back in the demo days. I'm honored that Omarchy is worthy of such efforts 🙏 https://t.co/Zv5lZM5Jbm https://t.co/8DRqMc2Im7
@dhh2026-09-09♥259👁13.3K↗ 打开X
Another amazing Omarchy founding corporate patron is getting announced at 8:30am ET 🤩
@dhh2026-09-09♥300👁13.1K↗ 打开X
Omarchy 4.0.3 shipped while I was sleeping! Because the sun never sets on our global team. More agents, more fixes, more patches. Very soon we are getting back to upstreaming features again! That Quattro RS release isn't going to rev itself. https://t.co/EGXdUfwl7Y
@dhh2026-09-09♥773👁30.9K↗ 打开X
The number of Linux distros and projects that have these batty AI policies is baffling. Like rejecting the railroad because you like to pet donkeys. Oh well, more tokens for Omarchy! https://t.co/L2nSH0olz6
@dhh2026-09-09♥287👁16.9K↗ 打开X
No breach, no scam has ever generated as much spam as being featured on Product Hunt. Crazy the avalanche of automated offers of dubious quality that's triggered by getting on there. Thank heavens for the HEY screener!
Product Hunt曝光后的自动化推销垃圾,提醒发布渠道有清理成本。
▸ 折叠3条(转推/噪音)
转推2026-09-09 RT @Teknium: Hermes Agent is available built in to Omarchy now! Give it a try.
转推2026-09-09 RT @cherry_mx_reds: Status: ClawMaxxing on Omarchy!! The Omarchy update went flawlessly and installing OpenClaw was a breeze. Btw: this i…
转推2026-09-09 RT @navindra404: Finally pulled the trigger on a spiffy new XPS 13 for Omarchy. @dhh and @stevenharms review pushed me over Super impresse…
Simon Høiberg@SimonHoibergindie162.5K粉 · 4条把Astra当全天候团队使用,准备堆叠7至8个订阅,并公开需求2000美元级大容量方案。
@SimonHoiberg2026-09-09♥5👁950↗ 打开X
@thsottiaux - would love if you can make this happen. Happily paying $2000/m at this point to avoid rotating a bunch of subscriptions.
引用@SimonHoiberg@michael_kove Totally agreed! Or just a $2000/m plan with 200x (instead of 20x) so we don't have to manage 10 individual subscriptions. ↗
用户直接提出2000美元/月、200倍额度方案,说明市场在索要容量型套餐。
@SimonHoiberg2026-09-09♥16👁2.4K↗ 打开X
I'm spending 1x weekly limit per day with Astra. So I guess I'm gonna get myself 7x accounts (probably 8 to have a buffer). In all fairness, $1400-$1600/m is still less than half of what I used to pay one full-time Upworker doing just one specific thing in my company. My agentic OS is like a full team working 24/7. Still worth it. Not even close.
引用@SimonHoibergAstra 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. ↗
重度用户计划以7至8个订阅换取持续产能,并用外包人力成本为其定价。
@SimonHoiberg2026-09-07♥369👁21.1K↗ 打开X
2026 AI normies: - Claude Code on their mac - Vercel, Supabase, GitHub 2028 AI survivors: - Running Omarchy - Self-hosting Forgejo - Stacking 4x Astra subs - Qwen 3.8 running locally - SaaS running on k3s - Private VPN with Headscale - Looking into hardware I know exactly who will still be around doing this in a few years 😎 See you there.
@SimonHoiberg2026-09-07♥12👁5.1K↗ 打开X
Another day, another sponsoring a cool product with https://t.co/7NOLCg7lFb 😎
引用@thekitzecrossed 4K views and WE GOT THE THIRD SPONSOR 🚀 that's $600 mrr lol tnx @SimonHoiberg! check out https://t.co/U8EtcRsRcV 👀 https://t.co/RXpnqc99Iu ↗
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转推2026-09-08 RT @SimonHoiberg: The single best use of AI right now is building your own internal tooling and custom harnesses. What you need: - Omarchy…
转推2026-09-07 RT @SimonHoiberg: SaaS isn't dying - but you need to find a way to offer something beyond just the software. People aren't going to vibe c…
Danny Postma@dannypostmaindie182.8K粉 · 6条继续迭代游戏地牢和组队系统,给出GPT-6做创意、Fable做规格、Grok做实现的模型分工。
@dannypostma2026-09-09♥10👁1.5K↗ 打开X
tinkering with a slight graphic polish and quite liking it https://t.co/cbEBpChArR
@dannypostma2026-09-09♥8👁2.3K↗ 打开X
引用@dzhngIntroducing Fly Escape Room - the world's first game with NPCs powered by a real fruit fly brain, all 166k neurons. Leave food and other objects for the flies, run the simulation, watch what happens. Goal is to get all flies to escape. Built w/ GPT-6 Astra … ↗
@dannypostma2026-09-09♥8👁3.3K↗ 打开X
this is hella cute
引用@kevin_t_ngomade a website where each room is a scene from the game. used claude fable 5.1 https://t.co/ZMZcOEGnT2 ↗
@dannypostma2026-09-09♥8👁3.1K↗ 打开X
added dungeons and parties 🔥 dungeons can now be found hidden around the world, making exploring more rewarding if you find a hidden lair queue up with your friends or village and slay the monster to get high-tier loot 🕷 https://t.co/ttwPyo0iTo
@dannypostma2026-09-08♥14👁5.4K↗ 打开X
implementing the first dungeon for my game and it all makes sense now https://t.co/IWZ1CoLQuk
@dannypostma2026-09-08♥231👁35.1K↗ 打开X
* GPT-6 for ideation Fable 5 for spec and planning Grok 4.6 for implementation "" GPT-6 is super creative but likes to overdeliver making spec bloated Fable 5 is solid but way too expensive and slow to do implemention but is great value for planning Grok 4.6 is super super fast when it comes to implementing, and if giving a plan to follow, will follow it well
引用@dannypostmaFable 5 for making specs and plans Grok 4.6 medium for implementing it Absolute golden combo ↗
Jon Yongfook@yongfookindie171.4K粉 · 5条获批X新奖励;Bannerbear大更新后休假一周,感受到AI工具迭代带来的强烈FOMO。
@yongfook2026-09-09♥27👁2.4K↗ 打开X
Accepted into the new programme. Commencing dancing monkey mode... NOW. https://t.co/tSAMWOgKW8
Yongfook获批新奖励,语气也点出创作者开始为新规则表演。
@yongfook2026-09-08♥32👁6.5K↗ 打开X
User is a connoisseur. https://t.co/bWRReMPLw2
@yongfook2026-09-07♥221👁31.8K↗ 打开X
Just spent a week in Okinawa and it’s easy to see why they live so long. Bitter gourd and sea grapes are ubiquitous, you eat them every day. Nutrient dense and low calorie. Beef and pork are both high quality, Okinawa is famous for Ishigaki and Motobu wagyu and Agu pork. The pork in particular was the best I’ve had. Like the rest of Japan, meals are balanced. Modest carbs, fermented vegetables, soup. Even my hotel breakfast was the healthiest I’ve had at a hotel in a long time. That plus the fairly laid back lifestyle compared to mainland Japan, with beautiful beaches, no heavy traffic, warm weather all year round. Could see myself living here.
@yongfook2026-09-07♥107👁7.5K↗ 打开X
Just took a week off after launching a huge Bannerbear V5 update, and a new marketing site. Gotta say, in the age of AI, a week off feels like 6 months off. Tech progresses faster than ever, real sense of fomo, and by the time you’re back everyone is using new models / tools.
@yongfook2026-09-07♥109👁10.4K↗ 打开X
New MRR is noticeably up in September. It’s like a light bulb just switched on. People are back from summer vacay and buying again!
Arvid Kahl@arvidkahlindie209.5K粉 · 9条集中讨论Agent时代的数据护城河、代码学习、软删除,以及Navier–Stokes成果归属争议。
@arvidkahl2026-09-09♥17👁3.7K↗ 打开X
Data (and its fidelity: accuracy, completeness, reliability, and correctness) is the only moat we have now.
引用@oldstackjournalI reckon the moat for a lot of SaaS is going to move away from the UI. If my AI can operate your product directly, then your real value becomes the data, permissions, workflow rules and reliability underneath it. ↗
Agent绕过UI后,SaaS价值向数据、权限、工作流与可靠性下沉。
@arvidkahl2026-09-08♥18👁4.5K↗ 打开X
I would never have guessed that in 2026, we’d be arguing about if a human or a group of other humans running an AI based on the first human’s work solved previously unsolved mathematical challenges. How delightfully bizarre.
引用@ns123abc>sam altman: "we tried this because there were rumor on the internet" >rumor: math professor close to solving navier-stokes >the professor: using codex for a year >openai: has all his logs >checked every codex session tagged to N-S >found the most promising … ↗
围绕数学成果归属的转述很尖锐,应回到双方原始声明核验,不把二手指控当事实。
@arvidkahl2026-09-08♥87👁5.0K↗ 打开X
I am so close to creating a blocklist database of marketers who invite people into their webinars without asking. Spamming people's calendars should have repercussions.
未经同意把人加入网络研讨会日历,说明日历spam正在成为新的增长骚扰。
@arvidkahl2026-09-08♥205👁22.1K↗ 打开X
Whenever I see this in YouTube videos, I cringe a little. Mostly because the editing tools these creators use DEFINITELY employ AI processing and were likely developed using agentic systems... But also because this is such reductive virtue signaling we'll laugh at in 10 years. https://t.co/1E2PKE94yr
@arvidkahl2026-09-08♥25👁5.6K↗ 打开X
I see so many hot takes on the Theo video where it's obvious the person didn't watch it but felt it was appropriate to grandstand a contrarian argument to get clout with the dev crowd (while actually agreeing with what Theo says). Losing a lot of respect for people right now.
@arvidkahl2026-09-07♥100👁9.2K↗ 打开X
"You're fired. You have been replaced by a large .md file describing your job." Kinda what's happening for low-level work right now.
引用@yacineMTB>dude you gotta prompt it to do things humans are still necessary the prompt: "please figure out what my job is and do it for me" ↗
“岗位被一个描述工作的Markdown文件替代”是对低层知识工作的简洁概括。
@arvidkahl2026-09-07♥96👁10.1K↗ 打开X
This is a very insightful read-along of an equally insightful blog post. The thing that resonated the most with me came up in the last few seconds of the video: it really does feel like I'm a new dev again. Agentic coding is so novel; I'm a beginner once more. And I LOVE it :D
引用@theoIf you understand your whole codebase, the codebase isn't that important. Real software is larger than what your brain can comprehend. https://t.co/EjMThD69bi ↗
@arvidkahl2026-09-07♥150👁17.4K↗ 打开X
If you want to see what makes DHH such a capable entrepreneur, look at his ability to argue the case for diametrically opposed viewpoints in his day-to-day work with "what was available at the time" technology. I think they call this "strong opinions, loosely held."
引用@AndrewHarta good reminder that just because someone states their opinion with intense conviction, does not make it fact. they can come back a year later and state the absolute opposite view with the same conviction. https://t.co/0Ysw4AUkce ↗
@arvidkahl2026-09-07♥85👁9.8K↗ 打开X
This is also a really solid case for soft-delete with a time-delayed hard delete cronjob.
引用@BenjaminHouyAccidentally deleted a user account. This is what happens when I do customer support before drinking coffee. Luckily I have Point-in-time Recovery, ↗
▸ 折叠1条(转推/噪音)
转推2026-09-09 RT @tunguz: It tells you a lot about the state of acceleration when this announcement is only the second most impressive scientific breakth…
Josh Pigford@Shpigfordindie74.2K粉 · 13条测试CAD模型组合、反对公开收入、推广Nurb和Granite,也获批X原创内容奖励。
@Shpigford2026-09-09♥7👁1.3K↗ 打开X
😅 after being given an abysmal set of tweets to choose from in my application, I’m in! https://t.co/hMBNZyzqb2
Shpigford获批,但称申请流程给出的候选推文很糟,审核体验仍粗糙。
@Shpigford2026-09-09♥12👁6.3K↗ 打开X
i don't know how @levelsio deals with this every day. i bet 80% of the replies to this post are AI.
引用@levelsioCongrats!!! And it's great to see this perpetual ☃️ snowball happening Back in 2013, I was inspired by @patio11 @yongfook @johnonolan @jenniferdewalt @sivers @Shpigford @dhh @jasonfried and they made me believe I could also make money on the internet The … ↗
@Shpigford2026-09-08♥32👁10.2K↗ 打开X
when your domain is a .app, what do you make the subdomain for the app? app.⁠nurb.⁠app feels a little extra. though maybe also kinda cool?
@Shpigford2026-09-08♥1👁2.4K↗ 打开X
and yes we made beardmetrics a thing. https://t.co/r2dkQCFnp6 biggest regret was never creating similar videos for beemetrics, barnmetrics, birthmetrics, breadmetrics, brometrics, etc 🙂
引用@Shpigfordfound the list of domains from due diligence when i was selling baremetrics. ☠️ https://t.co/BO3I5sI0d8 ↗
@Shpigford2026-09-08♥4👁2.4K↗ 打开X
what's fascinating is that every single one of these i thought "i can do something with this" 🫣
引用@Shpigfordfound the list of domains from due diligence when i was selling baremetrics. ☠️ https://t.co/BO3I5sI0d8 ↗
@Shpigford2026-09-08♥14👁11.9K↗ 打开X
found the list of domains from due diligence when i was selling baremetrics. ☠️ https://t.co/BO3I5sI0d8
@Shpigford2026-09-08♥11👁3.3K↗ 打开X
current winner is fable 5.1 low for all phases of the process. solid mix of speed, cost and accuracy. i've grown to hate grok 4.6 for CAD, though 🙃. it's always inexpensive but it's either the slowest model or the sloppiest model by a mile.
引用@NurbHQLLM combo tests on the same prompt. we use different modals for different parts of the process and even just changing thinking levels in the same modals results in very different outcomes. https://t.co/KxjtbiihIA ↗
CAD模型对比里Fable 5.1 low兼顾速度、成本和准确,Grok在该任务上不稳定。
@Shpigford2026-09-08♥184👁16.8K↗ 打开X
🌶️ there's zero upside and massive downside to sharing revenue publicly
反公开收入观点,为本周密集的MRR叙事提供必要反面。
@Shpigford2026-09-08♥7👁1.7K↗ 打开X
i'm too dumb to complete modern day captchas https://t.co/P5ybqkwTs2
@Shpigford2026-09-07♥52👁11.0K↗ 打开X
will start sending invites out this week to the new nurb! no llms to manage. no weird install process. just talk and get 3D printable parts from web or mobile.
引用@NurbHQit's coming. https://t.co/v2sIkqP37N snag your spot on the waitlist! ↗
@Shpigford2026-09-07♥11👁4.3K↗ 打开X
Granite finally has a proper iOS app! It's my primary way of using Granite now. I use it pretty much every day. Being able to just ask for a random bit of info that's in some random doc and get exactly what you need in 2 seconds is magic.
引用@GraniteDocsGranite for iPhone is on the App Store. Scan a page, share a file in from Mail or Files, and search everything you've filed from your phone. Same vault as the web, one account. https://t.co/HpLPq3ayVD https://t.co/ODlxaU2FNM ↗
@Shpigford2026-09-07♥13👁2.6K↗ 打开X
how my morning is going with AI. https://t.co/bP6rrvlRyF
@Shpigford2026-09-07♥30👁6.0K↗ 打开X
and while this definitely uses a decent amount of AI on the backend to optimize processes for us, it's very much NOT an "AI wrapper". it's just highly systemized complex processes that help plug a hole causing brands to lose 10's of BILLIONS of dollars a year.
引用@Shpigfordhttps://t.co/rHttZyJqV0 is growing faster than anything i've ever built in the past 20+ years. so that's pretty neat. ↗
▸ 折叠2条(转推/噪音)
转推2026-09-08 RT @Aboundlessworld: In a few AI communities to stay on the 'cutting edge' @Shpigford 's group is one of the best out there... And tbh I…
转推2026-09-07 RT @levelsio: Congrats!!! And it's great to see this perpetual ☃️ snowball happening Back in 2013, I was inspired by @patio11 @yongfook @…
Brett@BrettFromDJindie170.3K粉 · 4条重点测试Images 2.5和无限AI直播,并继续扩充免费的品牌设计小工具集合。
@BrettFromDJ2026-09-09♥176👁28.5K↗ 打开X
Okay so I have to say it. ChatGPT Image 2.5 is hands down the best image gen model so far. I’ve been playing around with it on Higgsfield. It’s so freaking good guys. https://t.co/I3faEnqkdE
引用@higgsfieldGPT-Image 2.5 Sunburst & Flare are live on Higgsfield 🧩 OpenAI's SOTA image model, now with flawless text rendering, advanced context understanding and shaper product detailing. Now live on Higgsfield. https://t.co/ePnY35AqfR ↗
独立设计者称Images 2.5是当前最佳图像模型,属于高热情主观实测。
@BrettFromDJ2026-09-08♥117👁5.2K↗ 打开X
I built Playgrnd to make my design agency more efficient. Then I decided to make it publicly available for free. It now includes 43 mini tools, each of which can generate millions of unique results in one click. This has quickly become my favorite branding tool. https://t.co/bNHpBqShAC
@BrettFromDJ2026-09-07♥62👁32.1K↗ 打开X
We've actually reached a point where major streamers are doing infinite AI livestreams. Higgsfield + GPT-6 Astra is an insane combination. Like wtf. 🤣 https://t.co/DKaSw67vIU
引用@N3onOnYTThis is my last stream as a human being. i'll explain when it's over first Al streamer in the world and it's me. this stream will never end. going to bed now. don't make me do anything that can jail me. powered by GPT-6 Astra and @higgsfield.ai live on … ↗
@BrettFromDJ2026-09-07♥18👁1.4K↗ 打开X
5 brand new mini tools added to https://t.co/Vs4BkFweHm Excited to see what ya'll create. 👀 https://t.co/qnJfCARCCC
▸ 折叠1条(转推/噪音)
转推2026-09-07 RT @adilinthewild: GPT-6 Astra is running an infinite+interactive AI livestream using Higgsfield. To test how consistent it is, we partn…
Adam Lyttle@adamlyttleappsindie58.4K粉 · 9条继续用Astra做网页游戏,并决定先在Web试验想法,胜出者才进入App Store。
@adamlyttleapps2026-09-09♥78👁6.9K↗ 打开X
For me the signal is clear that trialling new ideas on App Store is not smart business decision Takes too long for approval Too many apps make your account spammy now So I’m shifting to web as the testing ground first. Winners will be made into apps and monetized
引用@Gaus450Why is everyone building web apps instead of iOS apps? ↗
先用Web试想法、胜者再做App,理由是审核时延和账号垃圾化风险。
@adamlyttleapps2026-09-08♥160👁19.8K↗ 打开X
You’re a food delivery driver in an open world Collect the food orders Drop them off at customers homes Unlock drones to make your route easier Built with Blender + Astro https://t.co/DQHtQzsNc9
引用@adamlyttleappsSecond pass with Astra For my cartoon open world uber delivery game https://t.co/FaNyRp0zVp ↗
@adamlyttleapps2026-09-08♥7👁2.6K↗ 打开X
We have a winner! I’m contacting the winner now The fun part of this whole experiment was to watch people try to programmatically speedrun the game There was only 1 rule: don’t cheat One guy nearly fooled every single check except when it came to scanning all items in the store He managed to scan everything in the store within a millisecond Oops Another guy accidentally triggered a red herring flag. Not possible to trigger in the game but if you got Claude to run over the code it would be triggered Oops And other guy spent the last week reverse engineering my site endlessly. I would login each morning and watch him do his thing.
引用@adamlyttleappsOnly a 5 hours left in the challenge for $1000 Time to beat is 5:38 https://t.co/repaNcQqqO ↗
@adamlyttleapps2026-09-08♥122👁35.1K↗ 打开X
Don’t release anything new tomorrow if you want eyeballs Timeline is going to be this thing
引用@techdroiderApple’s first Folding iPhone launches tomorrow. https://t.co/YQEsgoHDdj ↗
折叠iPhone发布前避开新品发布,属于简单但常被忽视的注意力日历策略。
@adamlyttleapps2026-09-08♥43👁5.5K↗ 打开X
I think this is fundamentally the wrong question When I was in high school. Before the dot com bubble burst. My teacher told me: “You kids are going to be doing jobs that haven’t even been invented yet” And he was right. Social media managers. App developers. Influencers. None of those jobs were jobs back then The point he went on to make: Develop your interests, your thinking process and yourself That’s the “moat”. You. I’ve been thinking about this a lot lately and it’s truer now than back then As long as you have a good head on your shoulders, you’re determined and you’re prepared to give things a go. Nothing can stop you
引用@SergiuszBuilds@adamlyttleapps Hey Adam, what do you think the future of game development looks like when anyone can create the gameplay, AAA graphics? I honestly don’t see where the moat is anymore. Multiplayer and story? ↗
@adamlyttleapps2026-09-08♥7👁4.1K↗ 打开X
Only a 5 hours left in the challenge for $1000 Time to beat is 5:38 https://t.co/repaNcQqqO
@adamlyttleapps2026-09-08♥49👁14.1K↗ 打开X
Second pass with Astra For my cartoon open world uber delivery game https://t.co/FaNyRp0zVp
引用@adamlyttleappsFirst view of an open world game I’m building this week. Built with Astra It’s an uber / DoorDash simulator game 😂 Runs so smooth in the mobile browser Very fast becoming my favourite model of all time. I’ve bumped my usage down to Astra Max instead of … ↗
@adamlyttleapps2026-09-07♥11👁6.3K↗ 打开X
I burned tokens 🫡 https://t.co/Vqpius4h6C
引用@michalmalewiczhey anon! I need you to burn tokens!! not for me. for you! obviously for you! Because I love you! wake up at 4am. Or better yet - don't sleep! ship something. doesn't matter what shipping is the way to escape the *PERMANENT UNDERCLASS* You don't want to … ↗
@adamlyttleapps2026-09-07♥47👁7.0K↗ 打开X
First view of an open world game I’m building this week. Built with Astra It’s an uber / DoorDash simulator game 😂 Runs so smooth in the mobile browser Very fast becoming my favourite model of all time. I’ve bumped my usage down to Astra Max instead of ultra and the results are still great for far less token usage.
引用@adamlyttleappsWith nearly 100 hours of games played since I started tracking last week I’ve learned a few things: There is one standout game which could be built into something more substantial and released as an app on the App Store But it’s not a true outlier in any … ↗
Daniel Vassallo@dvassalloindie204.1K粉 · 1条继续记录Kia混动车12V电池故障,软件更新五天后问题复发。
@dvassallo2026-09-08♥137👁25.1K↗ 打开X
Got the car back after @Kia escalated when they saw my tweet. They had it for two weeks of testing, and did a software update. Just 5 days later, the 12V battery is dead again showing just 2.75V! 😡 https://t.co/gq6uk0GZTA
引用@dvassalloDon’t buy a @Kia. We have an 8-seat 2026 Carnival hybrid with a defective 12V system. I have to jump start the car every time but Kia’s diagnostics isn’t showing a fault so they can’t do anything even though the car won’t start at the dealership!! Insane … ↗
Jonathan Wilke@jonathan_wilkeindie28.2K粉 · 4条继续展示广告位产品的长尾流量,并开发以语音为核心入口的新工具。
@jonathan_wilke2026-09-08♥25👁5.6K↗ 打开X
https://t.co/97kXWIBIpu will also utilize voice input as a central control interface 🎙️
@jonathan_wilke2026-09-08♥50👁8.3K↗ 打开X
Finally got to work a bit on https://t.co/97kXWIBIpu today (I’m on vacation 🇦🇹) and I’m so excited about where this is heading 🔥 If this turns out well, I’m probably not going to use Cursor anymore. At least not directly.
@jonathan_wilke2026-09-08♥107👁16.3K↗ 打开X
Now let's see what happens when the real 🐐 ships his https://t.co/ZElVA2hguv inspired site 🔥 LFG @marclou ! 🏃🏼
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 … ↗
@jonathan_wilke2026-09-07♥127👁10.8K↗ 打开X
It's completely ridiculous to me that even now that the hype has settled around https://t.co/ZElVA2hguv there are still almost 10k visitor A DAY on the site https://t.co/plfoaHYf0p
Tibo@tibo_makerindie206.9K粉 · 7条为Squad寻找更清楚的企业定位,并展示跨平台抓取爆款视频给Agent写脚本的工作流。
@tibo_maker2026-09-08♥34👁4.6K↗ 打开X
just hilarious to see them both in my timeline https://t.co/SjhS55E8zs
@tibo_maker2026-09-08♥49👁6.6K↗ 打开X
probably the best takeaway I am stuck, staring at my screen, trying to comprehend the implication of those https://t.co/5P7uJCjYfI
@tibo_maker2026-09-08♥43👁9.2K↗ 打开X
getting more and more like this Squad seems to be very appealing for businesses that already have tractions will double down on this https://t.co/pUEb1Nk8Vl
@tibo_maker2026-09-08♥71👁7.5K↗ 打开X
here's how to find the most viral TikTok video on any topic using your AI agent like Squad pick your topic and run: revid search "how to create your startup" --json you get back the 12 most viral videos on that topic, ranked by actual performance for each video you get: - the full transcript - the hook - views, likes, comments, shares - and a hosted mp4 that plays then hand all of that to Squad / Claude / ChatGPT or an AI you use and have it find the patterns across the hooks and the scripts it can write you the hook and the script for your next video on that topic, built from the ones that already worked and it isn't only TikTok. it pulls across YouTube, Instagram, X, Reddit, Threads and LinkedIn my first search came back with a video sitting at 15.4M views. entire transcript included the reason this matters is that your agent has never seen a video go viral, it writes scripts from memory this way it writes from what worked last week
跨平台抓爆款视频的转录、钩子与指标,再交给Agent找结构;注意别把模仿当洞察。
@tibo_maker2026-09-07♥114👁31.5K↗ 打开X
people tell me I should raise $5m to grow Squad guys please, advise what would you do with $5m to grow Squad? wrong answer only:
引用@tibo_makerSquad could be my first BILLION dollar product the launch went well, revenue has spiked to $8k MRR it's really the most ambitious product I've ever worked on because it's incredibly useful: - it has everything Grok Bot does - on top, you run it on any … ↗
@tibo_maker2026-09-07♥119👁8.0K↗ 打开X
@tibo_maker2026-09-07♥73👁8.2K↗ 打开X
did an amazing and insightful session with @illyism the guy is the king of SEO he roasted Revid's landing page again 🥲 and a few of our members' websites too he shared his actual workflows, the tools he uses, and a lot of secret SEO sauce more of these coming in the tmaker Founders Room
▸ 折叠1条(转推/噪音)
转推2026-09-07 RT @ArnaudBelingaCX: Tibo turned his $8M exit into a full startup studio. It's like Thibaud Elziere back in the days but bootstrapped star…
Tony Dinh@tdinh_meindie201.2K粉 · 4条测试Fable 5.1细节表现,也申请X新奖励,并分享墨尔本适合带电脑工作的空间。
@tdinh_me2026-09-09♥100👁5.5K↗ 打开X
Melbourne is so cool. There are many open laptop-friendly space that also have food and coffee with a GREAT VIEW around the city. For example, this is a space from the Melbourne Central mall. Many people with laptops are working here. A new thing I learned is that if you want to find laptop-friendly cafes, look into the ground level of big office buildings. They often have open space and you can sit there all day with outlets, wifi, coffee and sometimes even a food court. I wish this is more popular in Europe, or even cities like Sydney.
@tdinh_me2026-09-09♥33👁10.0K↗ 打开X
This is a crazy level of detail. Full prompt: https://t.co/Ay9nzzQ7cf
引用@TypingMindAppFable 5.1 this time 👀🌾 GPT-6 Astra vs Claude Fable 5.1 (both on Max thinking) https://t.co/INFEhbPGQK ↗
@tdinh_me2026-09-09♥33👁3.5K↗ 打开X
I've never made a lot of money from the X Creator program, but I applied anyway 😄 I think the payout will increase as X wipes out the ineligible accounts that repost content. The next step for X would be to find a way to still let people repost content, but with some kind of "content watermark" system that funnels earnings back to the original creators, like YouTube does.
@tdinh_me2026-09-07♥32👁8.5K↗ 打开X
https://t.co/a3xqviwUjX is my art project 🥰
引用@NekodificadorDenzel explica por qué usa la IA. Un pequeña prueba explorando Minimax H3 en ComfyUI con mis nodos y métodos de inpainting. https://t.co/L4tSLFlVAK ↗
▸ 折叠1条(转推/噪音)
转推2026-09-07 RT @levelsio: Congrats!!! And it's great to see this perpetual ☃️ snowball happening Back in 2013, I was inspired by @patio11 @yongfook @…
Dan Kulkov@DanKulkovindie49.8K粉 · 6条给零收入产品开出停止堆功能、去X外营销和大胆试价的处方,也继续推广产品组合。
@DanKulkov2026-09-09♥6👁497↗ 打开X
Robots getting tested inside a browser tab still sounds made up → no rig booked → no lab time → no shipping a robot across a country Antioch from @antiochrobotics runs the whole physical AI loop from a tab, then hands back hours instead of entire weeks
引用@crestaWe’re welcoming Super Bowl champion, Bay Area legend, and media icon @MoneyLynch to Team Cresta. He earned the name Beast Mode by being unstoppable. Now your customer experience can be too. Call the right play. Solve the problem. Never fumble. Put your … ↗
@DanKulkov2026-09-09♥12👁1.0K↗ 打开X
https://t.co/zPHYwtMA85 is growing product & revenue analytics for ios apps 📱 free plan available using it myself to grow my apps to $10K/mo https://t.co/kQQsmzS8xL
@DanKulkov2026-09-08♥75👁10.4K↗ 打开X
so fucking done with claude https://t.co/nz6pQWEvWC
@DanKulkov2026-09-08♥59👁4.4K↗ 打开X
1. understand your problems - not enough installs - bad onboarding - weak pricing 2. do marketing outside of X stop trying to impress indie hackers do boring marketing tasks instead 3. stop shipping new features another feature no one asked for won't double your revenue only ship things your users asked for 4. be bold in your experiments changing button color won't matter adding lifetime plan might be a big win 5. know when to quit its ok to pause an app and ship a new one often, it's the best thing you can do
引用@DanKulkovstop looking at $0 every morning do this instead https://t.co/0ukVDMMukA ↗
零收入产品诊断:先找安装、上手和定价问题,停止堆功能,去圈外做无聊营销。
@DanKulkov2026-09-07♥10👁4.3K↗ 打开X
these growth hacks took Postiz to $2.2M ARR X distribution hacks, UGC pages, and TikTok slideshow playbooks all battle-tested by Nevo through Postiz’s GTM
引用@wickedgurohttps://t.co/MppAW9cEoN ↗
@DanKulkov2026-09-07♥86👁9.9K↗ 打开X
stop looking at $0 every morning do this instead https://t.co/0ukVDMMukA
▸ 折叠5条(转推/噪音)
转推2026-09-08 RT @lionarys7: @DanKulkov it's working! https://t.co/8y9WoL450N
转推2026-09-08 RT @DanKulkov: so fucking done with claude https://t.co/nz6pQWEvWC
转推2026-09-07 RT @DanKulkov: pain https://t.co/6EfORDmP1I
转推2026-09-07 RT @DanKulkov: 5 hour limits are crime against the humanity should have been banned by geneva convention
转推2026-09-07 RT @DanKulkov: +5000 MRR confirmed https://t.co/OBikM70ltF
Marc Köhlbrugge@marckohlbruggeindie87.7K粉 · 4条发现Stripe公开付款资料页,更新游戏素材,并对AI数学突破持明确反感态度。
@marckohlbrugge2026-09-08♥9👁2.2K↗ 打开X
great. more ai slop
引用@OpenAIWe’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 … ↗
@marckohlbrugge2026-09-08♥13👁3.7K↗ 打开X
oh wow this link works too: https://t.co/y250Gjk1Hi
引用@marckohlbruggeTIL, you can have a public Stripe profile with "Pay" button Here's mine: https://t.co/xAUwFH9yfG You can set it up here: https://t.co/1NkNBONHFD https://t.co/sO2ugMN54r ↗
@marckohlbrugge2026-09-08♥57👁24.1K↗ 打开X
TIL, you can have a public Stripe profile with "Pay" button Here's mine: https://t.co/xAUwFH9yfG You can set it up here: https://t.co/1NkNBONHFD https://t.co/sO2ugMN54r
@marckohlbrugge2026-09-07♥20👁3.1K↗ 打开X
https://t.co/D0oHtSrMGG fixed some bugs and remodeled all units and buildings with GPT astra + blender https://t.co/DBHHPSU1hj
▸ 折叠2条(转推/噪音)
转推2026-09-08 RT @paolino: RubyLLM 2.0rc1 is out! 🚀 https://t.co/y2CmWgjhHY https://t.co/e05raP6urC
转推2026-09-07 RT @itopinion: We’re inviting native English-speaking Android users to help shape consumer version NOTE4. Hardware: $54.99 + shipping/tax.…
Thomas Sanlis 🥐@T_Zahilindie24.1K粉 · 9条推进Uneed社区九月共建挑战,并指出X奖励申请器在催创作者从产品更新转向流行叙事。
@T_Zahil2026-09-09♥19👁464↗ 打开X
Employee: 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3k, 3K Freelancer: 1k, 2k, 4k, 3k, 6k, 5k, 7k, 8k, 9k, 10k Solo AI Founder: 0, 0, 0, 0, 0, 1K, 10k, 50k, 100k
@T_Zahil2026-09-09♥27👁788↗ 打开X
I need to start writing more popular posts X is telling me to stop posting product updates, and start focusing on things like sharing revenue, posting lifestyle stuff, starting my posts with a hook etc I love "Original Content", but ok, I'll do it anyway https://t.co/z4TTcFrtF1
X反馈建议少发产品更新、多写收入和生活方式,揭示“原创”与“流行”的张力。
@T_Zahil2026-09-08♥18👁1.2K↗ 打开X
If you could chose ONE person to invite to the next Uneed Residency, who would that be? https://t.co/KcZxVQNE5G
@T_Zahil2026-09-08♥10👁736↗ 打开X
I can't believe it 😭 @socodemaker called first on the second idea of "The Build Brief", he's starting to build it, and is publicly committing to release it before the end of the month 🔥 Thing are getting crazy on our Discord!!
引用@T_ZahilI've started something fun last week on Uneed's Discord I called it "The Build Brief" Every Tuesday, I share a project idea for solo founders, detailing the business model, the features, the go to market strategy etc The first one was a newsletter ad … ↗
@T_Zahil2026-09-08♥11👁1.8K↗ 打开X
I've started something fun last week on Uneed's Discord I called it "The Build Brief" Every Tuesday, I share a project idea for solo founders, detailing the business model, the features, the go to market strategy etc The first one was a newsletter ad network, and now Ben is already on it 👊🏻 PS: I just sent the second one on the Discord. If you want an access, subscribe to "Uneed Pro" on the website 🔥
引用@b3nm4nnNo time to waste. We're building a newsletter ad network. Got a (tech) newsletter? Hit me up. #uneedgoals https://t.co/vRbCw5gz0D ↗
@T_Zahil2026-09-07♥12👁847↗ 打开X
That's why I absolutely love Uneed Community 🥹 We're more than 60 people now, 60 SUPER motivated people! This whole "september challenge" thing was their idea 🫶🏻❤️
引用@DmytroBavykinUsually Monday starts slowly with a lazy cup of coffee and going over the backlog But then @tedmirra shared his commitment in Uneed Discord and I decided to join I was planning it for later and closer to Uneed Residency, but many other community members … ↗
@T_Zahil2026-09-07♥17👁1.5K↗ 打开X
YES 🔥🔥 For september, 5 people (my self included) from Uneed Community shared their goals publicly! We're all going to release a new project before the end of the month 😎
引用@b3nm4nnI got nerd-sniped by @T_Zahil to build a two-sided market place. I have ~23 days left. In my mind this only counts as a win if we can generate at least some MRR. Let's go 💪 https://t.co/3NmnNFDY0Q ↗
@T_Zahil2026-09-07♥16👁1.8K↗ 打开X
Backlinks got you ranked on Google. But they do almost nothing for AI 😅 LLMs don't read metrics, they read sentences. To be recommended, your product needs to exist inside actual prose: what it does, who it's for, how it compares... That's why a single in-depth review beats 50 directory links 🤖 Use the code GETMENTIONED to get $30 off our Product Review offer on Uneed, and get your blog post for $117 only 😊 PS: We already wrote and published 70+ product review on our blog. We started in 2024 😱
@T_Zahil2026-09-07♥11👁1.1K↗ 打开X
If I needed a designer, I know who I'd hire 👇🏻
引用@JamiePeakI’m currently looking for my next opportunity as a Senior Product Designer. 👋 If you’re hiring or know of anything that might be a good fit, I’d love to hear from you. Shares appreciated! ↗
Andrea Bosoni@theandrebosoindie64.0K粉 · 1条用失败案例说明reverse trial只有在用户已体验并依赖高级价值时才会产生损失厌恶。
@theandreboso2026-09-08♥25👁1.5K↗ 打开X
Reverse trials are having a moment. Unlock everything then drop people to free and let loss aversion do the work. A founder I worked with tried it. Conversion barely moved. The reason was timing. New users didn’t need the advanced stuff yet. Those features solved problems that show up months in. So when the downgrade came nobody felt anything missing. You can’t take away something people never started using.
reverse trial失败样本:高级功能价值出现太晚,降级时用户没有损失感。
Peter Askew@searchboundindie26.2K粉 · 3条以图片和简短更新为主,没有形成可展开的产品或增长信号。
@searchbound2026-09-08♥21👁606↗ 打开X
and, fin 😮‍💨 🧅 https://t.co/u6hwyMpngx
@searchbound2026-09-07♥14👁832↗ 打开X
these photos ranchers share could be used as artwork, tbh (from Wagonhammer Ranches in Nebraska) https://t.co/hQ0acQYKMd
@searchbound2026-09-07♥12👁1.4K↗ 打开X
🎶 [...] to rock a rhyme, to rock a rhyme that's right on time, it's: https://t.co/sR5uTcSKkh
Kyle Gawley@kylegawleyindie45.0K粉 · 6条反思MRR炫耀与AI假证言,获批X新奖励,同时开始制作获客课程。
@kylegawley2026-09-09♥1👁354↗ 打开X
I'm writing the first lessons for https://t.co/cAOrzKSqxk today. People balk at selling courses, but I love making products that help others succeed. If even one person applies this stuff and gets paying customers that's a huge win for me.
@kylegawley2026-09-09♥2👁557↗ 打开X
Applied for the new x monetisation programme, got approved in < 1hr Interested to see what the payouts will be compared to the old one. https://t.co/mRzr5vZAiu
Kyle Gawley称申请后不到一小时获批,审批速度样本。
@kylegawley2026-09-09♥4👁710↗ 打开X
Chasing status is a hamster wheel where you live your life based on other people's expectations at the expense of your own happiness. If your self worth is tied to MRR or leaderboards or what strangers think about you on X then you are cooked. There will always be a new milestone, someone to compare yourself to. You will never arrive. The irony is no one cares how successful you are or how much money you have. You can spend your whole life trying to win a game that makes you unhappy. Or you can just opt out.
@kylegawley2026-09-08♥11👁1.4K↗ 打开X
Imagine the antics of indie hackers in literally any other profession. A hospital leaderboard: #1 Surgeon - $30k/mo #2 Consultant - $27k/mo #3 Anaesthetist - $26k/mo "Just crossed $25k MRR from euthanasia." "Huge week. 17 new patients." "Anyone can become a surgeon. Just operate every day for 30 days." "I built a new operating theatre in 48 hours with AI." "Here’s the exact funnel I used to get my first 100 patients." Absolutely bizarre. Yes somehow this is normalised by indie hackers.
@kylegawley2026-09-08♥7👁1.4K↗ 打开X
AI-generated testimonials are a scam. Not only did these people never use the product. They don't exist at all. Real customers will see right through it. The only people impressed by AI testimonials are the scammers selling you AI testimonial tools. Fake people, fake experiences, and fake trust. The product must be great if there isn't a single testimonial from a real user.e
@kylegawley2026-09-08♥5👁1.4K↗ 打开X
Customers don't care about your MRR. A PR firm evaluating Alertly is thinking: > Does it catch the mentions I need? > Is it reliable? > Is my data safe? > Is it worth the price? They are not thinking - "Excellent, Kyle has reached $7,746 MRR"

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50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。