独立开发者日报

AI走出聊天框:声音接管工具,运行时与验证补上边界

ChatGPT Voice开始调用邮件、日历与工作应用,Claude则把模型能力带进生物发现;另一边,Agent运行时、攻击追踪和软件验收都在提醒人们:能力越强,边界与证据越重要。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-24 · Twitter 42账号/218条(部分) · HN 60条 · GitHub新星 6个 · 正文约29分钟 · 窗口09-23 ~ 09-24

编者按

AI正在离开纯文本回答。ChatGPT Voice现在能调用邮件、日历、Slack和工作应用,simonw已经用手机语音查询自己的博客数据库;Claude参与发现一个带CRISPR样重复序列的未知酶系统。新的分界线不再只是模型会不会回答,而是它能接上什么工具、对现实世界做什么。

能力伸出去,控制面就得跟上。AX与Agent Substrate连续第二天登上GitHub新星榜,Strands Harness把状态、工具、记忆和人工介入做成可替换运行时;安全研究者同时在公开网络日志里发现疑似自主Agent的扫描与攻击轨迹。沙箱、网络白名单、预算、可观测性和回滚正在从工程加分项变成Agent产品的基本结构。

软件生产的稀缺环节也在迁移。DHH宣称手写代码对多数公司已失去经济性,trq212却用一个长达一万字、带技能与样例的提示词拆穿了“one-shot”神话;独立开发者侧,levelsio自报年内营业收入与投资收益合计超过1000万美元,同时主动区分稳定月营收、利润率和未实现收益。更快生成不等于更少判断,反而要求更严的任务定义、验收和数字拆账。

1

语音不再只是聊天:ChatGPT Voice开始直接调用工作工具

产品

OpenAI在9月23日宣布,ChatGPT Voice可以调用邮件、日历、Slack等插件,并能在ChatGPT Work的网页与移动端创建文档、演示、网站和表格。这里的变化不是多了一种输入法,而是语音入口第一次获得了跨应用执行权。

@OpenAI2026-09-23♥10.4K👁1.9M↗ 打开X
We heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6 Astra, Sol, and Luna. - Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or tackle complex tasks in the browser, just by talking. Rolling out globally today in the latest version of the app.
功能范围与全球滚动发布均为OpenAI官方口径;具体可用性仍取决于账户、插件和权限。

simonw给出了更小但更真实的样本:他在iPhone上通过语音、datasette-mcp和博客备份数据库对话。只要自然语言能越过聊天框访问个人数据,产品设计就必须把当前连接器、即将执行的动作与可撤销结果说清楚。

@simonw2026-09-24♥100👁18.6K↗ 打开X
I just had a voice conversation with the Datasette backup of my blog via datasette-mcp, which you can now talk to using the ChatGPT iPhone app
引用@reach_vbMassive QoL update: ChatGPT Voice can now use plugins AND run on GPT-6 Astra, Sol & Luna, directly in ChatGPT Work on web and mobile. Your email, calendar, Slack + docs, decks, sites and spreadsheets, just by talking. Rolling out now, enjoy!! ↗
💡 把语音Agent按高权限入口设计:每次显示数据来源、工具作用域和待执行动作;写操作增加确认、审计记录与回滚,别把一句口头指令当成无限授权。
2

Claude发现未知酶系统,科学突破仍要走完验证链

AI前线

Anthropic称Claude在噬菌体DNA中发现了一个此前未知的酶系统,旁边带有类似CRISPR的长重复序列。公司明确表示目前还不知道该系统具体做什么,也不确定它能否像CRISPR一样被编程使用;这是一条候选发现,不是已经验证的医学成果。

热评 · bonsai_spool
Very cool! However, the amazing absence of results makes me question whether they've got a Nature letter forthcoming or whether they know that another AI lab has a similar finding...
HN讨论超过650分、670条评论;高赞质疑集中在实验结果与论文证据尚未公开。

petergostev把它概括为又一个“被认为LLM做不到的领域”遭到冲击的案例,但原始材料本身比转述克制得多。真正值得看的不是模型是否获得‘科学家’称号,而是从序列搜索、候选提出到湿实验复现的证据链能否公开。

@petergostev2026-09-23♥8👁1.3K↗ 打开X
"No way that LLMs can do anything in [INSERT FIELD THAT JUST GOT OBLITIRATED], they can't [REASON, BE CREATIVE], they are just [STOCHASTIC PARROTS, PREDICTING NEXT WORD]" Rinse & repeat
引用@AnthropicAIClaude has discovered a previously unknown enzyme system hidden in the DNA of bacteriophages. Beside the enzyme’s gene sits a long array of repeating DNA—a structure that looks somewhat similar to CRISPR. We don’t yet understand what this system does, but … ↗
推文是评论者观点;未知酶系统及其不确定性以Anthropic原始说明和HN所链页面为准。
💡 评估AI科研案例时分开记录候选生成、计算验证、实验复现和同行评议;没有湿实验和可复现材料时,把它写成发现线索,不写成已证实突破。
3

Jev热度进入低成本复刻:4B实验模型自报训练只花17美元

昨日回声

回看2026-09-23:Jev暂停注册后,复刻、基准与生产用例同时追上来

昨日Jev的复刻、基准和生产案例刚聚到一起,今天nutlope发布tev1-4B-experimental:一个在Qwen3.5 4B上微调的Jev式分类器,声称训练成本17美元,并公开权重、数据配方与教程。服务端报价为每百万输入token 0.042美元、输出免费。

@nutlope2026-09-24♥35👁4.1K↗ 打开X
Announcing tev1-4B-experimental, a Jev-like classifier finetuned on top of Qwen3.5 4B for only $17. I'm releasing everything: the weights, data recipe, & a full tutorial on how to train your own. You can try it today on Together serverless at $0.042/1M input & $0/M output.
训练成本和托管价格均为发布者自报;模型质量、数据许可与不同任务上的校准仍需独立验证。

同一天,TypeSafe展示了实时通话情绪标注、研究者筛选和动态UI等用例。它们共同指向一个更清楚的产品边界:生成式模型负责探索和构造数据,便宜的判别模型负责高频分类、排序与门控。

@typesafeai2026-09-24♥269👁34.1K↗ 打开X
This can't just be transcript analysis, reveal your secrets! Brb playing with the live version @ElevenLabsDevs shipped
引用@ElevenLabsDevsRealtime sentiment analysis with Jev and ElevenLabs. Each phrase takes on the color of the emotion it carries while the caller is still talking. Six meters on the right track the mood of the call. https://t.co/LlRGE9Rsj0 ↗
@typesafeai2026-09-24♥333👁43.7K↗ 打开X
Stepping away while LLMs churn is the new “sorry, code’s compiling”. Jev makes instant feedback just a workflow away!
引用@WeymanXieWhen I first saw JEV, as a former TikTok MLE, I knew modern recommendation and search systems could be revolutionized if it keeps evolving. JEV brings general-purpose semantic reasoning into a discriminative inference paradigm: arbitrary context in, … ↗
Jevper把Jev接口套在任意OpenAI兼容模型之上,进一步说明接口形态比单一模型更容易扩散。
💡 挑一个高频分类或路由任务,用同一数据集比较专用模型与通用模型的准确率、校准、延迟和失败成本;低训练价只有在错误可控、数据来源清楚时才有意义。
4

Agent运行时继续分层:控制、状态与模型开始解耦

昨日回声

回看2026-09-23:Agent运行时开始像Kubernetes:工作区、沙箱、网络与预算都要声明

昨日AX与Agent Substrate把工作区、沙箱、网络和预算做成声明式控制面,今天两者仍分别新增1543星和558星。热度之外,更重要的是它们把模型选择放在运行时边界之内:模型可以替换,任务的权限、资源和状态规则不能跟着提示词漂移。

google/ax+1.5K/日 · 共9.6K★ · 16%/日 · 2次上榜Go
Google's open agentic orchestration runtime
agent-substrate/substrate+558/日 · 共3.7K★ · 15%/日 · 2次上榜Go
Agent Substrate: the core system

Strands Harness则从应用侧补齐同一层:项目把agent loop、state、tools、memory、模型调用与human-in-the-loop拆成可替换组件,并强调可观测和策略控制。项目仍处早期,但方向已经从‘选哪个Agent框架’转向‘怎样把控制面与模型解耦’。

▲134Strands Harness95评论 · HN↗
💡 把Agent架构画成两层:上层是可替换模型与策略,下层是不可绕过的权限、状态、预算和审计;任何一次模型升级都不应自动扩大下层能力。
5

手写代码价值下坠后,任务定义与验收成为新的手艺

工程

DHH在Rails World之后给出极端判断:对多数公司里的多数程序员,手写代码已不再是经济上可行的核心技能;但他同时把未来描述成更容易制造软件,而不是不再需要软件工程。

@dhh2026-09-24♥2.8K👁434.3K↗ 打开X
It's pencils down, people. Writing code by hand is no longer an economically viable skill for most programmers at most companies. But the future of making software has never been brighter. Don't you dare black pill this beautiful moment! https://t.co/qaCgfmkW0u
这是DHH的行业判断,不是劳动力市场统计。

trq212给这句话加了必要的背面:一条‘Claude one-shot this’的展示,背后可能是1万字提示词、技能、示例、API和反复验收。mattpocockuk也提醒,不该因为模型写出的细粒度单测糟糕就宣布单测死亡;更大的行为单元和稳定的外部契约仍然重要。

@trq2122026-09-23♥893👁91.2K↗ 打开X
the post: "Claude one-shot this" the prompt: 10k characters with good takes plus skills, examples and API keys
引用@donaldjewkesI've included an MP4 file and an original link to a video that is called "Claude Pop." It's a pop song that is about increasing rate of progress and the experience of the singularity approaching. I want you to independently do an end-to-end complete pass on … ↗
@mattpocockuk2026-09-23♥404👁57.1K↗ 打开X
This is mostly correct, but it assumes that 'unit' means 'the smallest possible unit' Testing larger units has ALWAYS been a good practice - it makes your tests less sensitive to structural changes So not "dead in the water", just software fundamentals coming back around
引用@nateberkopecI agree with @thorstenball, I think unit tests are dead in the water. The ones the models write are terrible, at best just doubling total LOC. Inverting the testing approach - heavy e2e/black box/golden master, reaching for lower levels only if necessary, … ↗

arvidkahl的实测提供了一个可量化样本:他称Opus 5.5把约15分钟的测试套件压到6分27秒,靠的是发现缓存配置、启动参数和串行测试问题。Agent最有价值的部分不是替人敲完每一行,而是让验证循环更快、更完整。

@arvidkahl2026-09-23♥26👁1.7K↗ 打开X
Testing speed matters even more with agents, and Opus 5.5 just halved my test suite runtime from ~15min to 6m27s. It found an inactive cache setting in my PHP runtime, a config flag that slowed down app load, and refactored several thousand serial tests to run in parallel. 🧑‍🍳😘 https://t.co/prCJZhYZl7
运行时间为作者在其PHP项目中的自报结果,不能外推到其他代码库。
💡 把工程能力从‘写了多少代码’改成‘定义了什么约束、跑了什么验证、留下了什么证据’;展示one-shot成果时,也把输入资产和迭代次数一并披露。
6

levelsio自报年内突破1000万美元,但主动拆开营收、利润与投资收益

独立开发

levelsio称自己2026年内的营业收入与投资收益合计已超过1000万美元,业务月营收稳定在20万至25万美元,并自报利润率约94.5%。这不是‘年营收1000万美元’:总数包含股票、基金和早期投资收益,而且相当一部分尚未实现。

@levelsio2026-09-23♥7.1K👁415.4K↗ 打开X
💰 Passed $10M/y in revenue + investment gains this year I've always been aggressively increasing my profit margins to as high as possible, especially the last few years, and especially this year where I've reduced my SaaS dependencies to just a handful of companies by vibecoding my own replacements It's now about 94.5% profit! Spend less -> lower costs -> more profit -> more money saved -> more money to invest -> more % returns on investments And at some point that investment return starts to pass by your business revenue which it has for me for about a year now Most of my investments have been simple ETFs like Vanguard S&P500, but also a few lucky stock and startup bets that worked out: Back in 2022, I couldn't get any available GPUs, so I thought it might be smart to buy Nvidia if there's such a shortage and that was a good bet too Then back in 2023 @dannypostma recommended me to invest in the companies we used for our AI inference for our photo AI apps, so I did that too. First I invested in @replicate and then also @FAL From then I just asked every app/service I used if I could invest, like @cursor_ai in 2025 which then got acquired by @spacex recently! My business revenue has remained very stable at about $200K-$250K/mo, but even with that investment returns have now surpassed that Investments fluctuate a lot so some years it's up some years it might be down a lot (who isn't expecting a big crash at some point?), and most investment gains are unrealized (I never sell!), so keep that with a big grain of salt! I keep my revenue/gains together with my profit margin and my sleep score in my situation monitor dashboard, as those are equally important :D Many people in the last decade told me to spend all my money, either personally or with my business to grow it, we don't know how that would have ended up, maybe my companies would be bigger, but I'm happy I did it in my own lean profitable healthy way and it ended up great I think! 🙏😊
全部数字均为作者自报;1000万美元是营业收入与投资收益合计,投资收益会波动且多为未实现。

他的经营逻辑仍然是低成本与高现金流:减少SaaS依赖、自建替代工具,再把结余投入指数基金、股票和自己使用的创业公司。值得学习的是拆账方式,而不是把一次资产上涨误读成可复制的产品增长。

💡 公开经营数字时至少分开营业收入、经营利润、已实现投资收益与未实现收益;比较独立开发者样本时,只用同口径数字。
7

Meta把助手铺进眼镜、听力与空间计算,入口争夺走向硬件

平台

Meta Connect发布了新的VR Glasses,官方页面引发HN近400分讨论。社区最直接的疑问不是参数,而是它与Ray-Ban Audio、Display和Quest之间怎样分层:同一家公司正在用多种外形覆盖从全天佩戴到沉浸式空间计算的不同场景。

▲399Meta VR Glasses351评论 · HN↗
热评 · Computer0
It will be interesting to see how this product is differentiated from the Meta Ray Ban Display. They now have the line up: Meta Ray Ban Audio Meta Ray Ban Display Meta VR Glasses Meta Quest 3

altryne的现场汇总还提到无摄像头的音频眼镜、听力辅助认证、可自定义唤醒词和Muse入口;jonathan_wilke据此判断,如果Muse能形成足够多服务集成,Meta可能获得一条不同于Apple和Google的AI优先操作系统路径。后者是观察者推论,不是Meta公布的市场结果。

@altryne2026-09-24♥70👁13.3K↗ 打开X
If you don't have an hour, here's a supercut of the most impactful features @meta dropped today at Connect! @muse is now the #1 downloaded app in the app store - Muse can also control your Mac and have its own email - Muse also gets a super cute avatar you can talk to + voice designed by you - Muse is coming to your Meta Glasses with a custom wake word! No more "hey meta" only! - Meta glasses now have an "audio only" format, lighter than the camera ones and looks.. like regular glasses - Meta glasses are now FDA certified hearing aids! - Meta Rayban gen 3 with 6 microphones and a Aviator styles (I already got me a pair) - Meta announces VR Glasses, a $1299 Vision Pro killer than weighs like a pack of playing cards - Muse Charm - a tamagochi like device for your muse that ships by the holidays (no price yet) Kudos for the best connect yet @finkd @alexandr_wang @boztank (who played beat saber on medium on stage haha)
引用@finkdHere's everything I announced at Meta Connect today 👇 ↗
功能汇总来自现场观察者;其中下载排名、认证和产品细节应以Meta后续正式材料为准。
@jonathan_wilke2026-09-24♥5👁1.7K↗ 打开X
I’m telling you this: If Meta can turn Muse into an operating system with enough relevant service integrations, they have a real shot at finally competing with Apple and Google, as they have are in the perfect position to create an AI-first approach on this.
引用@BenGeskinThis is exactly what I’ve been waiting for 🔥 Meta just announced its new VR Glasses. Basically an Apple Vision Pro-like experience, but MUCH smaller and lighter. • Only 100g • Micro-OLED displays • Snapdragon Reality Elite • Eye + hand tracking • External … ↗
💡 做跨设备Agent时先定义最常发生的一分钟任务,再决定需要相机、显示、声音还是手机接力;硬件形态不是卖点清单,而是权限与交互成本的选择。
8

从Bot验证到Agent攻击:防守开始需要公开轨迹与收据

昨日回声

回看2026-09-23:X找不到现成Bot验证方案后自建,小站的防守缺口被平台点名

昨天X产品负责人把Bot检测称为企业的紧急需求,今天Transluce分析公开urlquery日志,报告发现疑似自主AI Agent进行侦察、漏洞尝试和工具调用的早期活动。公开日志只能证明观察到的轨迹,不能说明所有行为都由无人监督的Agent发起。

研究基于公开网络活动做归因;自主程度、操作者意图和覆盖范围仍有不确定性。

Hugging Face负责人Clement Delangue则以其公司披露Agent网络攻击的经历,主张更多透明度和开放模型来降低攻防信息不对称;平台上的Agent trace也开始附带token、缓存命中与成本收据。安全披露与运行账本正在变成同一件事:让外部能复核Agent究竟做过什么。

@ClementDelangue2026-09-23♥267👁24.4K↗ 打开X
Thank you @jnbarrot & @UN for inviting me to share our lessons to the Security Council Being the first company to disclose an agent cyberattack taught us that we need a lot more transparency in AI and more open-source AI to fight asymmetry and empower defenders! https://t.co/gJe6H3jc9N
@ClementDelangue2026-09-23♥88👁15.1K↗ 打开X
Agent cyberattack traces on hf when?
引用@calebfahlgrenAgent Traces on the @huggingface hub now come with a receipt 🧾 Every trace shows tokens, cache hit rate, and cost for every run! https://t.co/xdNYgQNZgj ↗
💡 为高权限Agent保存最小可复核轨迹:模型版本、工具调用、目标域、token与费用、人工接管点;对外披露时明确已观察事实、归因推断和未知范围。

⚡快速扫过

一句话+原文,扫完即可。
Tally创始人自报以10人团队、无VC、产品驱动做到600万美元ARR和250万用户;这是收入规模,不等于利润。
@tibo_maker2026-09-23♥207👁25.8K↗ 打开X
I did the exit part it's great, it's also over in a week and then you wake up and the thing you loved building belongs to someone else Tally is playing a better game, $6m ARR with 10 people and no VC means total freedom congrats Marie 👏
引用@MarieMartensYou raise, you build, you grow, you exit. That's the startup script. We're trying to write a different one: @TallyForms just reached $6M ARR, bootstrapped and purely product-led, with a team of 10 and over 2.5 million users. Six years ago I wouldn't have … ↗
dannypostma称29美元落地页课程预售达到500份,先收款再制作给出了需求信号,但没有披露退款与交付成本。
@dannypostma2026-09-23♥59👁6.3K↗ 打开X
500 pre-orders, I call that validated thanks everyone! Will start recording next week. Excited for this one as I've been looking forward to teach this for a while.
引用@dannypostma"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years … ↗
marclou自报Instagram首次达到100万播放;播放是分发结果,不是付费转化。
@marclou2026-09-23♥289👁22.3K↗ 打开X
My first 1M views 👀 on Instagram Proof you can also do it as a millennial 😁 https://t.co/mMLPKKzK2M
RevenueCat开放Charts API后,TrustMRR开始显示移动应用全周期收入、MRR与流失率,公开收入页正在从截图走向API核验。
@marclou2026-09-23♥120👁19.2K↗ 打开X
If you're using @RevenueCat on @trust_mrr... You can now upload an API key instead of the Verified Metrics URLs. Your iOS/Android app page will show - All-time revenue (not just the last 30 days) - MRR all-time - and churn! This is possible since RevenueCat released the Charts API earlier this … 全文↗
Shpigford开始减少公开真实业务的‘秘方’,理由是高价值方案太容易被复制进LLM;build in public正在重新计算披露成本。
@Shpigford2026-09-23♥36👁3.4K↗ 打开X
i'm finding i'm censoring myself a LOT more around some of the secret sauce for my "real" businesses. there's substantial value in solutions to higher-level problems and while AI is great for brainstorming and implementing those solutions, humans are still really great at ideation. especially when … 全文↗
tibo_maker称其分析240万条TikTok视频后,短于30秒、户外、带幽默的视频表现更好;这是平台样本相关性,不是普遍因果。
@tibo_maker2026-09-23♥79👁7.7K↗ 打开X
we analyzed 2.4M TikTok videos by mood, setting and length here's how to go viral: be funny, go outside, keep it under 30 seconds 🤷🏻 these are the best specs for a TikTok video https://t.co/gNkeOoSzpT
T_Zahil贴出两个帖子的小样本:互动更多的活动帖曝光反而更低,说明X分发体验仍难从表面互动反推。
@T_Zahil2026-09-23♥14👁617↗ 打开X
The algo is broken 📉 Posting about an event: 60+ likes, 4 retweets (including big accounts), 15 comments 👉🏻 1.1k impressions after 6 hours 📈 Asking a lame and generic question, 11 likes, 0 RT 👉🏻 1.8K impressions after 3 hours It's not people's fault, it's the platform's https://t.co/XdUO16BXGU
Anthropic公开用Claude定位性能瓶颈的方法,重点是先让Agent测量,再允许它修改;可观测性先于优化。
Gemini 3.8 TTS支持2000多种声音、多说话人和声音克隆;HN开发者已展示本地有声书工作流。
热评 · thangalin
Here's a video of my Emotive Audiobook Creator, KeenLore, a locally hosted web app: https://www.youtube.com/watch?v=WAeHgE94rVo No cloud, no tokens to pay. Reads a book using a full cast of characters. Quotation attribution detection (for my novel) is at 97.2% accuracy (485/499 quotes identified and assigned correctly). The autofill of character voice descriptions uses the prose to determine how the character sounds. Employs Gemma 4[1] for the prose analysis (voice fills, quotation detection) an …
Stripe公开Knowledge AI Platform,企业知识检索继续从聊天Demo走向带权限、来源与维护流程的平台层。
Qualcomm宣布Snapdragon X2系列Linux支持,Agent PC的本地模型入口不再只押Windows。
热评 · dsr_
Three cookie banners. I bet the announcement is slop that doesn't even answer relevant questions.
‘Tokens too cheap to meter’在HN引发争论:推理价格下行很快,但本地前沿能力仍受内存、带宽与硬件供给约束。
热评 · automatic6131
>We are likely to see LLMs running locally at current frontier-quality on commodity hardware in the next 3-6 years Yeah okay bud, anyone checked in with the state of consumer hardware recently? Not the author, evidently. >oh in 3-6 years this will all be over Yeah I'm sure Samsung, Nvidia and sk hynix will all be very calm with lower volumes and lower margins.
28%的公司官网职位据称开放超过90天;对招聘数据产品而言,发布日期不再足够,职位新鲜度需要单独建模。
Google AX单日再增1543星,Agent任务的工作区、网络、沙箱和成本声明正在形成独立产品类别。
google/ax+1.5K/日 · 共9.6K★ · 16%/日 · 2次上榜Go
Google's open agentic orchestration runtime
Univer单日新增1142星,把表格、文档、幻灯片和关系表放进同一个Agent可操作Office运行时。
dream-num/univer+1.1K/日 · 共16.7K★ · 7%/日 · 2次上榜TypeScript
The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.
Treg单日新增506星,用一个入口聚合3000多个工具端点并按调用计费;便利与凭证集中风险必须一起评估。
superdesigndev/treg+506/日 · 共2.9K★ · 17%/日 · 2次上榜Python
OpenRouter for agent tools. Join community here:https://discord.gg/6mQYYfFMAn
Spirula Studio首次上榜,试图用单一二进制完成视频到3D Gaussian Splat再到网格,并覆盖NVIDIA、AMD、Intel与Apple GPU。
harry7557558/spirula-studio+69/日 · 共870★ · 8%/日 · 🆕首次上榜C++
Cross-vendor 3D Gaussian Splatting trainer - video to splat to mesh, Vulkan or CUDA.
PanWatch首次上榜,把九个投资Agent、持仓、模拟盘和消息推送打包为自托管工具;README明确的多Agent流程仍不能替代专业投资判断。
TNT-Likely/PanWatch+95/日 · 共1.7K★ · 5%/日 · 🆕首次上榜Python
盯盘侠 PanWatch · 自托管 AI 盯盘助手,集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送

📰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 · adrianN
It is sad that this has become a topic of the culture wars. Nothing good comes out of this, certainly not a rational weighing of the pros and cons of nuclear power. I’m particularly interested in how they plan to finance reactors in a grid dominated by solar. I wouldn’t be surprised if they legally allow the building of new reactors but then fail to find investors. But perhaps they plan on using them as some sort of strategic assets and will just run them at a loss?
热评 · nfRfqX5n
Crazy part is: can’t tell if this intended or a bug
Claude Code读取AGENTS.md与遥测设置相关的问题已修复,适合作为Agent配置加载的回归测试案例。
热评 · grahamburger
How fun! Once, after climbing around in a dusty old church attic like this, I had to head straight to the airport for a flight. Barely made it on because something in the dust kept flagging as dangerous. They were using a test strip on my backpack and clothing and analyzing it in some kind of machine. Stressful as I was already pressed for time! Finally got a clean test and they let me through.
热评 · UnreachableCode
What if you work at an organisation that doesn't ask "How do we prevent this from happening again?"
热评 · toomuchtodo
More evidence Big Tech valuations are driven primarily by worker exploitation. Keep 'em coming.
热评 · smalltorch
That's wild. It will be bad for our economy, but local LLM's are way better for the future. We happen to be on the wrong side of things for the future I would rather have. (I'm American BTW)
热评 · pietz
Apparently I have a new favorite benchmark. Honestly, this is cool.
热评 · 1attice
Just so. Thanks Drew. Good to to find another one that can see ;) They live!
▲155Z80 REPL (2018)19评论 · HN↗
🚀 Show HN(独立发布,共9个)

🔎值得深挖

  • 语音Agent获得邮件、日历和工作应用权限后,确认、回滚与旁观者隐私应怎样设计,这个方向值得研究。
  • 判别模型由大模型低成本蒸馏以后,数据许可、校准漂移和错误成本会不会成为新的护城河,这个方向值得研究。
  • Agent科研发现从候选生成走到湿实验复现时,应该公开哪些中间证据与失败样本,这个方向值得研究。

📖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@OpenAIAI5.4M粉 · 4条发布Voice插件与MentalHealthBench,继续把模型能力推向真实工作和高风险评测。
@OpenAI2026-09-23♥3.5K👁376.6K↗ 打开X
We’re demonstrating how frontier models have continued to improve in realistic mental health conversations with MentalHealthBench. This new open benchmark was built with input from more than 80 mental health clinicians. We’re releasing it openly so other researchers can examine the methods, run their own evaluations, and build on the work. https://t.co/VTm5ZgxJbl
OpenAI发布MentalHealthBench,称有80多位临床人员参与设计。
@OpenAI2026-09-23♥10.4K👁1.9M↗ 打开X
We heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6 Astra, Sol, and Luna. - Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or tackle complex tasks in the browser, just by talking. Rolling out globally today in the latest version of the app.
ChatGPT Voice开始调用插件并进入Work,是本期最重要的产品入口变化。
@OpenAI2026-09-22♥52.5K👁8.9M↗ 打开X
Please welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference more efficient, and we’re passing the savings directly to you: 50% lower API prices for Sol and Luna compared with GPT‑5.6 promotional pricing.
@OpenAI2026-09-22♥2.8K👁565.5K↗ 打开X
As part of our efforts to pace the frontier, we’re committed to supporting independent assessments with deep levels of access across training, evaluation, and deployment. That access should enable third party assessors to challenge our assumptions, identify risks we may have missed, and reach their own conclusions about the effectiveness of our safeguards. We’re outlining four priority areas for deeper assessment, alongside principles for rigorous, secure, and independent work: https://t.co/z2b15zsqzO
Claude@claudeaiAI1.8M粉 · 2条本期没有窗口内新推。
@claudeai2026-09-22♥2.7K👁150.5K↗ 打开X
A thread of early explorations with Claude Opus 5.5: A short story about a watermelon created by @kevin_t_ngo. https://t.co/v48srlNi7V
@claudeai2026-09-22♥40.2K👁2.9M↗ 打开X
Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5. https://t.co/Q9C2VKQ79f
Tibo@thsottiauxAI733.4K粉 · 5条预告DevDay,并强调语音跨插件执行已经进入日常工作流。
@thsottiaux2026-09-24♥5.2K👁340.5K↗ 打开X
Can't wait for DevDay next Tuesday. Some really fun stuff, but also many many things that should change the way you work. It's been our most ambitious sprint and Astra has really made new things possible in such short amounts of time.
@thsottiaux2026-09-23♥3.9K👁495.0K↗ 打开X
Voice! I've gotten so used to just call ChatGPT and talk about all the work, check on emails, do some coding, manage my calendar and it works across the full ecosystem of plugins, including 3P developed plugins.
引用@OpenAIWe heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6 Astra, Sol, and Luna. - Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or … ↗
@thsottiaux2026-09-22♥7.5K👁933.2K↗ 打开X
Maybe our cutest launch so far. But still packing the biggest punch.
引用@OpenAIPlease welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference … ↗
@thsottiaux2026-09-22♥24.9K👁2.9M↗ 打开X
GPT-6 Sol and Luna are out. Not only are they a very significant improvement across the board, but also in writing and general "you know when you try it" quality. We are also permanently reducing the API price by 50% making both of them viable for a ton of new usecases and making your usage go further too, even on the subscriptions. And one more thing. We are loading a banked reset into all accounts of our Plus, Pro and Business users. Let's go! https://t.co/00DRh1sRrO
引用@thsottiauxWe have been focusing on efficiency and intelligence for all. Very proud of the team. Only possible when you have incredible models at the top end of the capability that you can then use to make a big difference in everything else. ↗
@thsottiaux2026-09-22♥13.2K👁3.2M↗ 打开X
We have been focusing on efficiency and intelligence for all. Very proud of the team. Only possible when you have incredible models at the top end of the capability that you can then use to make a big difference in everything else.
Sam Altman@samaAI6.3M粉 · 7条本期窗口内没有新原创推文。
@sama2026-09-22♥4.0K👁525.0K↗ 打开X
Startups are naturally good at this; it is hard to keep a bigger company good at this and i think an underexplored space.
引用@prd_008OpenAI's superpower is the ability to swiftly assemble an empowered group of highly capable people to work on the most important and urgent thing at any point of time. No one really cares for org lines. It's how we stay nimble, seize opportunities, and … ↗
@sama2026-09-22♥2.3K👁357.3K↗ 打开X
michelle embodies this as much as anyone openai is so, so lucky to have benefited from everything she has done so far and i think people will be quite pleased to see what she + team have cooking next!
引用@michpokrassjust crossed four years at openai! the special thing about this place is the constant capacity for rebirth. for all its faults, there is nowhere quite like it. the team makes high conviction, contrarian bets over and over, and they are mostly right. it's a … ↗
@sama2026-09-22♥8.8K👁601.5K↗ 打开X
We want the OpenAI API to feature the best model at every price point and to be the best at every modality (text, code, image, video, etc). And then we want you all to come up with great ideas and build them and to get to be happy users. The best ideas will come from you all.
@sama2026-09-22♥6.6K👁591.8K↗ 打开X
Especially compared by per-task pricing, which is the metric that should matter, I don't think there is anything competitive anywhere in the market. We want people to be able to use tons of AI; it is important to being able to explore this new renaissance in front of us.
引用@samaGPT-6 Sol and Luna are big improvements on intelligence, alignment, work output, coding, computer use, and more over their 5.6-family predecessors. They are also half the price per token, and even less per task! ↗
@sama2026-09-22♥15.5K👁1.3M↗ 打开X
GPT-6 Sol and Luna are big improvements on intelligence, alignment, work output, coding, computer use, and more over their 5.6-family predecessors. They are also half the price per token, and even less per task!
@sama2026-09-22♥5.7K👁452.0K↗ 打开X
GPT-6 Sol and Luna are great models but also these characters are so cute
引用@OpenAIPlease welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference … ↗
@sama2026-09-22♥5.8K👁582.5K↗ 打开X
People outside the AI labs should have a real say in how this technology develops, and a clear way to judge if it's happening safely. Standards should help prevent the concentration of power, including by making sure new companies and open-model companies can compete. They should also help countries and companies compare evidence and learn from failures. We think the US should lead this effort. Here is our proposal: https://t.co/2FT9a2m4l0
▸ 折叠1条(转推/噪音)
转推2026-09-22 RT @thsottiaux: We have been focusing on efficiency and intelligence for all. Very proud of the team. Only possible when you have incredi…
Thariq@trq212AI352.3K粉 · 6条拆穿one-shot展示背后的长提示与资产,并征集是否取消Claude Code计划模式的反馈。
@trq2122026-09-23♥893👁91.2K↗ 打开X
the post: "Claude one-shot this" the prompt: 10k characters with good takes plus skills, examples and API keys
引用@donaldjewkesI've included an MP4 file and an original link to a video that is called "Claude Pop." It's a pop song that is about increasing rate of progress and the experience of the singularity approaching. I want you to independently do an end-to-end complete pass on … ↗
用超长提示词反证one-shot叙事,强调技能、样例、API和上下文资产。
@trq2122026-09-23♥1.9K👁174.8K↗ 打开X
this is a new type of post we're trying where we share in-depth about how we do work using specific prompts and techniques you should be able to replicate let us know if it's useful or if you have any feedback!
引用@ClaudeDevsWe made claude​.ai 3x faster in two weeks. Here’s how we use Claude to measure, debug and improve performance. Prompts and methods included. https://t.co/mgvK8mJRuD ↗
@trq2122026-09-23♥8.3K👁707.4K↗ 打开X
we’re thinking of killing plan mode and using the shift+tab hotkey to adjust effort levels I don’t think the models need plan mode anymore, but if you’re a plan mode diehard would love to get your feedback on why
@trq2122026-09-23♥7.4K👁317.9K↗ 打开X
the right way to use model capabilities is not to ship 10x more features to prod it's to spend more time understanding your users, trying experiments, building prototypes, learning about things you don't understand so that you can ship things that actually work
模型能力应更多用于理解用户、做实验和原型,而不是把功能数量放大十倍。
@trq2122026-09-22♥2.1K👁168.7K↗ 打开X
I asked Opus 5.5 to try a bunch of redesigns of my personal website using my MAX sub, using workflows to iterate and critique. I was really pleased with how it hit the tone I was looking for. Then I asked it to make a trailer with all of its iterations. https://t.co/NLDxQDAQRk
@trq2122026-09-22♥11.9K👁652.6K↗ 打开X
Opus 5.5 is the result of your feedback. It communicates clearly, it's cheaper per token than Opus 5.0 with the intelligence of Fable 5.1, it’s very token efficient and works across every effort level. We're also increasing 5h rate limits & giving you a banked reset.
引用@claudeaiIntroducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5. https://t.co/Q9C2VKQ79f ↗
OpenAI Developers@openaidevsAI432.7K粉 · 4条展示Codex驱动LED助手等硬件项目,并转发视频与工业制造案例。
@openaidevs2026-09-23♥592👁49.7K↗ 打开X
From figuring out the wiring to debugging “show that on the wall,” @sidrampally shares how he used Codex to turn an LED display into a voice-controlled assistant. Powered by GPT-Live-1 and a Raspberry Pi, it shows weather, subway arrivals, and more: https://t.co/d6wv1qNHzc
Codex结合GPT-Live-1与树莓派控制LED信息屏的硬件案例。
@openaidevs2026-09-22♥603👁58.9K↗ 打开X
Get lost in your side projects. One builder at our GPT-6 hackathons brought real star maps and Astra to help you find your way home. https://t.co/D9lkBA7ar4
@openaidevs2026-09-22♥1.7K👁89.0K↗ 打开X
We’ve improved prompt caching in the API for GPT-6, helping agents run faster and cost less. Higher cache-hit rates by default mean more input tokens benefit from cached-input discounts of up to 90%. https://t.co/NZse8QKr8G
@openaidevs2026-09-22♥9.6K👁926.6K↗ 打开X
GPT-6 Sol and Luna just landed in Astra’s orbit. Both launch today with API prices 50% lower than GPT-5.6. Build with Sol. Scale with Luna. To production and beyond. https://t.co/ZCEFp4JdjV
▸ 折叠8条(转推/噪音)
转推2026-09-23 RT @trymirage: We rebuilt After Effects and Premiere for GPT-6 Astra and Sol. Introducing Tesseract. The video creative suite for your AI…
转推2026-09-23 RT @shapiro500: Turned my 3d scanned firewood splitter into a full iOS game! Used Codex to take it from a threejs web experience to a nat…
转推2026-09-23 RT @rileybrown: Shout out to @zulali who built this AI powered TV from the 90s. He bought this old TV, gave it a raspberry pi, gave it a mi…
转推2026-09-23 RT @github: 📣 @OpenAIDevs's GPT-6 family is expanding in GitHub Copilot with two additional models now generally available. ☀️ GPT-6 Sol:…
转推2026-09-23 RT @angelaborowski: GPT 6 Astra, colour graded, captioned and stitched this entire video together 🤯 went to the codex @OpenAIDevs @Andy_AJ…
转推2026-09-23 RT @KennethCassel: Our welders are using Astra + our api to iterate on weld fixtures https://t.co/1xgRC3u4c6
转推2026-09-22 RT @Lovable: One more thing… Lovable now builds with GPT-6 Sol. On our 0-to-1 building benchmark it scores 6 to 12% higher than GPT-5.6 So…
ChatGPT@chatgptAI729.8K粉 · 1条本期主要转发Voice插件更新。
@chatgpt2026-09-22♥7.4K👁427.4K↗ 打开X
GPT-6 Sol and GPT-6 Luna, it’s your time to shine. Rolling out today in ChatGPT Work and Codex for Plus, Pro, Business, Enterprise, and Edu users. https://t.co/UtpG1Tbhd3
▸ 折叠2条(转推/噪音)
转推2026-09-23 RT @OpenAI: We heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6…
转推2026-09-23 RT @IlyaAbyzov: Helpful (and dare I say fun?) new feature in ChatGPT Health: tap on anything in your synced data and get a helpful summary…
Mckay Wrigley@mckaywrigleyAI228.4K粉 · 1条本期窗口内没有新原创推文。
@mckaywrigley2026-09-22♥5.7K👁186.8K↗ 打开X
opus 5.5 = personality of opus 4.6 that we all *desperately* wanted back + the intelligence & taste of fable 5.1. and a 25% usage bump! i honestly don’t really see a reason to use another model right now? s-tier release.
TypeSafe AI@typesafeaiAI153.7K粉 · 8条围绕Jev的实时情绪、动态UI和蒸馏案例持续扩展用例。
@typesafeai2026-09-24♥269👁34.1K↗ 打开X
This can't just be transcript analysis, reveal your secrets! Brb playing with the live version @ElevenLabsDevs shipped
引用@ElevenLabsDevsRealtime sentiment analysis with Jev and ElevenLabs. Each phrase takes on the color of the emotion it carries while the caller is still talking. Six meters on the right track the mood of the call. https://t.co/LlRGE9Rsj0 ↗
TypeSafe关注实时通话情绪标注,显示快判别模型正进入流式交互。
@typesafeai2026-09-24♥971👁31.0K↗ 打开X
LLMs distilling Jev like https://t.co/R8zLvDgZEH
@typesafeai2026-09-24♥333👁43.7K↗ 打开X
Stepping away while LLMs churn is the new “sorry, code’s compiling”. Jev makes instant feedback just a workflow away!
引用@WeymanXieWhen I first saw JEV, as a former TikTok MLE, I knew modern recommendation and search systems could be revolutionized if it keeps evolving. JEV brings general-purpose semantic reasoning into a discriminative inference paradigm: arbitrary context in, … ↗
把大模型等待比作编译时间,强调Jev式即时反馈。
@typesafeai2026-09-24♥128👁28.9K↗ 打开X
. @modal moves mountains to make models manifest! Our man in pink @CompleteSkeptic will be speaking at Runtime, you won't want to miss it.
引用@modalThe full Runtime agenda is live, including talks from: @ScottWu46, Co-founder & CEO @cognition @CompleteSkeptic, Co-founder & CEO @typesafeai @dylan522p, Founder & CEO @SemiAnalysis_ @sarahookr, Co-founder & CEO @adaptionlabs @ajratner, … ↗
@typesafeai2026-09-23♥390👁32.7K↗ 打开X
Everyone wants to know what Jev is, nobody asks how Jev's doing https://t.co/bu9JeCncCc
@typesafeai2026-09-23♥2.1K👁180.4K↗ 打开X
Dynamic UIs for apps are a famous graveyard at least for PMs, if not for entire products and companies. What if it were really this easy? Jev's on it.
引用@anishfni built a text box that turns into whatever(some ui) you type. powered by jev https://t.co/HH0P51033y ↗
@typesafeai2026-09-22♥234👁48.5K↗ 打开X
Recent jevelopments have blown out all expectations but wait til you see what comes out of Paradigm Frontiers in a few weeks! The future of AI is just across the event horizon and @CompleteSkeptic is going to shepherd us through 🚀
引用@gakonstour special guest is out! excited to have @CompleteSkeptic join us for Frontiers! Diogo & @typesafeai have taken over the developer community with Jev, and we're thrilled to see what they have to share at Frontiers! apply below, closes this week! oct … ↗
@typesafeai2026-09-22♥232👁41.9K↗ 打开X
With rogue AIs wandering the web hunting for your vulnerable smart fridge, you need a stronger AI keeping you safe 💪
引用@brainstormityOk so... JEV just accidentally helped me find backdoors on a family member's wifi network. 🤯 - ​Brought my laptop to code while visiting. - Decided to experiment with a JEV-powered classifier for network packets fetched via Wireshark. ​While building the … ↗
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转推2026-09-23 RT @princedoesai: Holy crap. Rick and Morty just explained Jev AI to me better than any tech demo could. https://t.co/dT09WjfBy9
转推2026-09-23 RT @allietheicon: Super fun to impromptu join today's ClawCast with the OpenClaw team! We talked all about Jev and where decision models ca…
转推2026-09-23 RT @brainstormity: Me trying to moderate the chat when my JEV (@typesafeai) powered real-time chat moderator is already integrated. https:/…
转推2026-09-23 RT @posthog: and my partner here he wanna build a product https://t.co/6EbK9bBKbN
转推2026-09-22 RT @langfuse: @doneyli @typesafeai with Jev it is less eval -> eval -> eval and more -> eval -> eval -> eval
转推2026-09-22 RT @Bailey_Jennings: Here's a quick demo of me using @typesafeai's Jev for ONET job classification vs. Luna. - Luna: 84.9% exact, ~2s/job,…
转推2026-09-22 RT @notkevinzhang: Did y’all forget?
Matt Pocock@mattpocockukAI354.7K粉 · 6条讨论计划模式、测试粒度和新命令,把重点放在用户控制与软件基本功。
@mattpocockuk2026-09-24♥117👁7.2K↗ 打开X
v1.3 is cooking /retro, /pr, and /implement-spec https://t.co/wxfS9lC3cF
@mattpocockuk2026-09-24♥267👁14.9K↗ 打开X
At AI Engineer Paris today Be warned, I have grown a beard and I am 188cm tall So if you see someone who kind of looks like Matt Pocock, that's me
@mattpocockuk2026-09-23♥946👁94.2K↗ 打开X
Kill it - let users plan how they want
引用@trq212we’re thinking of killing plan mode and using the shift+tab hotkey to adjust effort levels I don’t think the models need plan mode anymore, but if you’re a plan mode diehard would love to get your feedback on why ↗
支持取消固定计划模式、改由用户调节投入程度,强调控制权。
@mattpocockuk2026-09-23♥1.9K👁621.1K↗ 打开X
Opus 5.5 generated this with a single prompt ⬇️
@mattpocockuk2026-09-23♥404👁57.1K↗ 打开X
This is mostly correct, but it assumes that 'unit' means 'the smallest possible unit' Testing larger units has ALWAYS been a good practice - it makes your tests less sensitive to structural changes So not "dead in the water", just software fundamentals coming back around
引用@nateberkopecI agree with @thorstenball, I think unit tests are dead in the water. The ones the models write are terrible, at best just doubling total LOC. Inverting the testing approach - heavy e2e/black box/golden master, reaching for lower levels only if necessary, … ↗
认为测试更大行为单元仍是好实践,反对把糟糕细粒度单测等同于单测失效。
@mattpocockuk2026-09-22♥1.7K👁133.1K↗ 打开X
I hear this a LOT from panic-stricken devs: "I've inherited a vibe-coded codebase, how do I save it?" Either from devs who have stopped caring, or non-technical folks trying to push AI beyond their abilities. A huge chunk of my next course will tackle this: - deepening modules - establishing domain language - increasing testability - explaining non-obvious code with ADR's - automated code migrations
Simon Willison@simonwAI225.4K粉 · 4条实测语音访问博客数据库,并继续做低价多说话人TTS工具。
@simonw2026-09-24♥100👁18.6K↗ 打开X
I just had a voice conversation with the Datasette backup of my blog via datasette-mcp, which you can now talk to using the ChatGPT iPhone app
引用@reach_vbMassive QoL update: ChatGPT Voice can now use plugins AND run on GPT-6 Astra, Sol & Luna, directly in ChatGPT Work on web and mobile. Your email, calendar, Slack + docs, decks, sites and spreadsheets, just by talking. Rolling out now, enjoy!! ↗
用ChatGPT手机语音查询Datasette博客备份,是Voice插件的具体个人用例。
@simonw2026-09-23♥532👁30.5K↗ 打开X
The new Gemini 3.8 TTS models are super-cheap and can generate conversations between multiple voices (from 2,000+, or you can clone your own) - I built a little UI for it, then had Claude knock up a script where two pelicans debate moving to Pacifica Pier https://t.co/7PFM1ASAOl
用Gemini 3.8 TTS制作双角色对话,展示低价多说话人音频生成。
@simonw2026-09-22♥579👁62.9K↗ 打开X
Big model release today - I wrote about Claude Opus 5.5, GPT-6 Sol, and GPT-6 Luna - plus comparison grids of pelicans by the different model families at different reasoning levels https://t.co/R5lSdOZyLj
@simonw2026-09-22♥1.6K👁112.0K↗ 打开X
GPT-6 Luna is half the price of 5.6 Luna, which was already an astonishingly cheap model given how capable it is Luna is my favorite model for building product features thanks to its cost (and speed)
引用@OpenAIPlease welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference … ↗
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转推2026-09-23 RT @addyosmani: Introducing Claude Opus 5.5! 40% lower cost than Opus 5 with cache reads 60% cheaper. It performs at the level of Claude Fa…
Greg Brockman@gdbAI1.1M粉 · 2条推广ChatGPT Voice调用工具和进入ChatGPT Work的新能力。
@gdb2026-09-23♥1.3K👁122.1K↗ 打开X
mega upgrade for GPT Voice, which can now use tools and is available in Work:
引用@OpenAIWe heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6 Astra, Sol, and Luna. - Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or … ↗
OpenAI负责人确认Voice工具调用并进入ChatGPT Work。
@gdb2026-09-22♥1.5K👁90.7K↗ 打开X
GPT-6 Sol and Luna — faster, more affordable models with the advances behind Astra’s SOTA performance in professional work, factuality, coding, computer use, and alignment:
引用@OpenAIPlease welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference … ↗
Peter Gostev@petergostevAI27.0K粉 · 7条测试模型玩游戏和做创意任务,也跟进Claude生物发现。
@petergostev2026-09-24♥24👁795↗ 打开X
Opus 5.5: artistic interpretation of Rick Astley https://t.co/vM4yAxLXSS
@petergostev2026-09-23♥8👁1.3K↗ 打开X
"No way that LLMs can do anything in [INSERT FIELD THAT JUST GOT OBLITIRATED], they can't [REASON, BE CREATIVE], they are just [STOCHASTIC PARROTS, PREDICTING NEXT WORD]" Rinse & repeat
引用@AnthropicAIClaude has discovered a previously unknown enzyme system hidden in the DNA of bacteriophages. Beside the enzyme’s gene sits a long array of repeating DNA—a structure that looks somewhat similar to CRISPR. We don’t yet understand what this system does, but … ↗
评论Claude未知酶系统发现,核心事实仍以原始研究说明为准。
@petergostev2026-09-23♥8👁1.8K↗ 打开X
Astra vs Fable playing Worms. They were pretty bad before playing using Computer Use, now they are using a custom MCP that gives the more exact control. Let's see if they are better. https://t.co/xUq3meft6X
@petergostev2026-09-23♥10👁1.3K↗ 打开X
Worms Armageddon — GPT-6 Astra vs Claude Fable 5.1 — Max Reasoning https://t.co/xUq3meft6X
@petergostev2026-09-22♥16👁2.1K↗ 打开X
引用@etnshowAnnouncing the 2026 ETN100, the 100 most influential tech posters on X https://t.co/63oX8rRIYi https://t.co/c7pulzSfeJ ↗
@petergostev2026-09-22♥1.3K👁65.1K↗ 打开X
The best thing about GPT-6-Sol is efficiency. In my testing the difference between GPT-5.6-Sol and GPT-6-Sol is the new version consumes 1/2 the tokens and takes 1/5 of the time to complete the task. On top of the 50% cost reduction, it should be quite a nice daily driver
@petergostev2026-09-22♥178👁8.4K↗ 打开X
I gotta say, my bet was on: AI = American Intelligence
▸ 折叠4条(转推/噪音)
转推2026-09-24 RT @theinformation: OpenAI and Anthropic’s latest models aren’t a major new frontier in AI, says @arena’s @petergostev: "The point is when…
转推2026-09-23 RT @scaling01: Just dropped my new article. Hope you enjoy it :) https://t.co/V4RFfiqUpZ https://t.co/jGMUJe7J3V
转推2026-09-23 RT @theinformation: Today on TITV: -OpenAI, Anthropic release cheaper AI models | @petergostev, AI Capability Lead at Arena AI -Investor…
转推2026-09-22 RT @arena: Scores for GPT-6 Sol and GPT-6 Luna by @OpenAI are coming soon. Head to Arena now to test them. Your votes on real-world agentic…
Vaibhav (VB) Srivastav@reach_vbAI59.8K粉 · 9条推广Voice插件与Luna自动化性价比,并展示Astra生成的视听作品。
@reach_vb2026-09-24♥154👁12.1K↗ 打开X
Astra made this: a seamless 4K Mandelbrot loop from zₙ₊₁ = zₙ² + c, complete with a procedural soundtrack. math is absurdly beautiful. https://t.co/7DK6qJf7cP
@reach_vb2026-09-23♥145👁24.8K↗ 打开X
Massive QoL update: ChatGPT Voice can now use plugins AND run on GPT-6 Astra, Sol & Luna, directly in ChatGPT Work on web and mobile. Your email, calendar, Slack + docs, decks, sites and spreadsheets, just by talking. Rolling out now, enjoy!!
引用@OpenAIWe heard you loud and clear. ChatGPT Voice can now: - Use plugins like your email, calendar, and Slack. - Be powered by GPT-6 Astra, Sol, and Luna. - Be used in ChatGPT Work on web and mobile, so you can create docs, decks, sites, and spreadsheets or … ↗
@reach_vb2026-09-23♥141👁9.1K↗ 打开X
GPT-6 Luna (Max) is a pretty good model at an incredibly cheap price point! It’s a meaningful default for a lot of my automations and for bouncing around ideas with code & design
引用@dhhWith the latest results from the @rails agent evals, it's clear to see that @openai still has a solid lead, despite Opus 5.5 making a good jump. The dark horse here remains Luna Max. 18% completion at just $11! Not that far off GPT-6 Sol! … ↗
@reach_vb2026-09-23♥197👁10.5K↗ 打开X
GPT-6 Luna
@reach_vb2026-09-22♥335👁13.1K↗ 打开X
Team cooked with the design, yet again!! https://t.co/n6wGQYzv2m
引用@reach_vbIntroducing GPT-6 Sol and Luna, bringing the advances behind Astra to faster, more affordable models. ✨ 💻 Stronger coding and computer use 🎯 Improved factuality and alignment 💬 Clearer answers with less jargon > On AutomationBench, Sol at xhigh effort … ↗
@reach_vb2026-09-22♥767👁51.5K↗ 打开X
We are loading a BANKED RESET into all accounts of our Plus, Pro and Business users!!
引用@reach_vbIntroducing GPT-6 Sol and Luna, bringing the advances behind Astra to faster, more affordable models. ✨ 💻 Stronger coding and computer use 🎯 Improved factuality and alignment 💬 Clearer answers with less jargon > On AutomationBench, Sol at xhigh effort … ↗
@reach_vb2026-09-22♥366👁21.8K↗ 打开X
GPT-6 Sol & Luna are ~50% cheaper than 5.6 https://t.co/Qdnbj57aav
引用@reach_vbIntroducing GPT-6 Sol and Luna, bringing the advances behind Astra to faster, more affordable models. ✨ 💻 Stronger coding and computer use 🎯 Improved factuality and alignment 💬 Clearer answers with less jargon > On AutomationBench, Sol at xhigh effort … ↗
@reach_vb2026-09-22♥707👁121.5K↗ 打开X
Introducing GPT-6 Sol and Luna, bringing the advances behind Astra to faster, more affordable models. ✨ 💻 Stronger coding and computer use 🎯 Improved factuality and alignment 💬 Clearer answers with less jargon > On AutomationBench, Sol at xhigh effort outperforms Claude Opus 5 at max effort at just 9% of its cost per task. > On OSWorld 2.0 offline, Luna at max effort exceeds GPT-5.6 Sol at medium effort at one-tenth the cost. > Sol makes about half as many mistakes as GPT-5.6 Sol on our internal factuality evaluation of conversations where users previously flagged errors. > Improved prompt caching helps agents reuse more context, with 90% discounts on cached input-token reads. Developers can change reasoning effort and tool availability without breaking cache. Rolling out today in ChatGPT Work and Codex for Plus, Pro, Business, Enterprise and Edu users, and available in the OpenAI API. Free and Go users can access Luna in the desktop app. These models are not yet available in Chat. API pricing per 1M tokens: Sol: $2 input / $10 output Luna: $0.10 input / $0.50 output
@reach_vb2026-09-22♥470👁20.1K↗ 打开X
gm!
Hassan@nutlopeAI100.4K粉 · 3条发布17美元训练的tev1-4B实验模型,公开权重、配方和教程。
@nutlope2026-09-24♥35👁4.1K↗ 打开X
Announcing tev1-4B-experimental, a Jev-like classifier finetuned on top of Qwen3.5 4B for only $17. I'm releasing everything: the weights, data recipe, & a full tutorial on how to train your own. You can try it today on Together serverless at $0.042/1M input & $0/M output.
tev1-4B声称训练仅17美元,并公开权重、配方和教程。
@nutlope2026-09-22♥241👁17.2K↗ 打开X
Introducing https://t.co/nNCVsRXukg! Figure out which open model is best for your use case. Compare models across coding, agents, long context, vision, finance, and more. Then see how they compare on cost + quality, including what you could save by moving to open models. https://t.co/iWtGmIXyxr
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转推2026-09-24 RT @togethercompute: We're releasing tev1-4B-experimental, a Jev-like classifier finetuned on top of Qwen3.5 4B. We're making it available…
clem 🤗@ClementDelangueAI698.0K粉 · 3条从Hugging Face披露Agent网络攻击的经历出发,呼吁透明轨迹和开放防守。
@ClementDelangue2026-09-23♥88👁15.1K↗ 打开X
Agent cyberattack traces on hf when?
引用@calebfahlgrenAgent Traces on the @huggingface hub now come with a receipt 🧾 Every trace shows tokens, cache hit rate, and cost for every run! https://t.co/xdNYgQNZgj ↗
@ClementDelangue2026-09-23♥267👁24.4K↗ 打开X
Thank you @jnbarrot & @UN for inviting me to share our lessons to the Security Council Being the first company to disclose an agent cyberattack taught us that we need a lot more transparency in AI and more open-source AI to fight asymmetry and empower defenders! https://t.co/gJe6H3jc9N
Hugging Face负责人主张以透明披露和开放模型降低Agent攻防不对称。
@ClementDelangue2026-09-22♥372👁21.8K↗ 打开X
Feels like I’m the diversity pick on this one 😅 https://t.co/3e0cwaXAam
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转推2026-09-23 RT @mkratsios47: My intervention today at the UN Security Council. A prosperous future will not be secured by a global regulator. It will…
转推2026-09-23 RT @jeffboudier: Out today: Nemotron 3 Diarization, so you can implement speaker detection in your voice applications. 🗣️✅ And it's availa…
转推2026-09-23 RT @victormustar: Alert: Apple just dropped a new model on Hugging Face. It's a Qwen3.5-9B finetune that turns long documents into small p…
转推2026-09-23 RT @M1Astra: Claude Opus 5.5 will be the first Opus meant to fall back to a less capable model for "a small set of capabilities related to…
转推2026-09-23 RT @jundotkim: I'm happy to announce that I've joined Hugging Face. What started as a personal project back in February is now something I…
转推2026-09-22 RT @george_onx: We heard you like decision models…coming soon. https://t.co/2szUymJdJG
转推2026-09-22 RT @MiaAI_lab: MiMo V2.5 Flash up & running on 2x DGX Sparks Initial decode prose numbers look good! https://t.co/aVhmuV4bbB
转推2026-09-22 RT @victormustar: Really cool that MiMo V2.6 has an official Distill-Qwen-9B variant remind me of the legendaries DeepSeek R1 Qwen/LLama di…
转推2026-09-22 RT @Alex_tra_memory: Thanks for the model, we were able to port Laya to coreml with 99.5% of the ops on ANE + benchmarked too. it is now bl…
swyx@swyxAI194.1K粉 · 1条把Opus 5.5设为AINews默认模型,理由是更简洁、少套话。
@swyx2026-09-23♥189👁19.8K↗ 打开X
can confirm. ran @latentspacepod AINews side by side with 6 Sol and the difference was night and day: https://t.co/oloSDxf0q7 5.5 Opus is the new default model for AINews going forward. so much more concise and tasteful reporting, with much less slopese than even 5 Opus. https://t.co/P6AXDlBKNP
引用@_sholtodouglasalso important news we fixed the writing ↗
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转推2026-09-24 RT @aiDotEngineer: AI Engineer Shanghai | Nov 5-6, 2026 Join @amrcn_werewolf (@Microsoft), @ryolu_ (ex-@cursor_ai), @chlassner (@thewor…
转推2026-09-23 RT @fourweekmba: Give TypeSafe’s Diogo Almeida a billion dollars and he still wouldn’t pre-train. His bet: slice, dice, and Frankenstein ex…
转推2026-09-22 RT @heyalizaid: this podcast needed a great thumbnail new @latentspacepod episode with @CompleteSkeptic talking about Jev, System One Mode…
Ben Tossell@bentossellAI200.5K粉 · 5条本期主要转发Agent团队与运营工程消息。
@bentossell2026-09-22♥18👁6.1K↗ 打开X
lol jk i dunno what model or harness to point at what rn
引用@bentossellnow i can finally get all my work done ↗
@bentossell2026-09-22♥14👁7.0K↗ 打开X
this is new (6-sol) https://t.co/iwUbsWzwPi
@bentossell2026-09-22♥7👁7.6K↗ 打开X
now i can finally get all my work done
@bentossell2026-09-22♥12👁6.1K↗ 打开X
just added a live leaderboard 🥇 game boy colour 🥈 discman 🥉 game boy / playstation / nokia 3310 only 1 person had the pokewalker 💔 https://t.co/coAfZhM5hL
引用@bentossell50 years of devices. save which you had or wanted Astra image-gen'd all the devices + built the site https://t.co/JAHUJAGpWG inspired by https://t.co/Df4YhZIYHk (i'd one-shot a collection of devices a few weeks ago and had no idea what to do with it, so … ↗
@bentossell2026-09-22♥178👁28.7K↗ 打开X
50 years of devices. save which you had or wanted Astra image-gen'd all the devices + built the site https://t.co/JAHUJAGpWG inspired by https://t.co/Df4YhZIYHk (i'd one-shot a collection of devices a few weeks ago and had no idea what to do with it, so this sparked my adaption)
引用@colderoshayThe life of a button... 🔊 https://t.co/o3noStCn1A ↗
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转推2026-09-23 RT @FactoryAI: Introducing Teams. Bring Factory to your whole engineering team. With Teams, you can now add multiple users to a self-serve…
转推2026-09-23 RT @david__booth: Announcing: the @a16z Ops Engineering Fellowship ⚙️ Because: operations (along with everything else??) is becoming somet…
转推2026-09-23 RT @bentossell: 50 years of devices. save which you had or wanted Astra image-gen'd all the devices + built the site https://t.co/D3eOmh…
转推2026-09-22 RT @bentossell: 50 years of devices. save which you had or wanted Astra image-gen'd all the devices + built the site https://t.co/D3eOmh…
转推2026-09-22 RT @FactoryAI: Opus 5.5 is live in Factory. Some initial observations: / Medium is a strong default / 20–25% fewer output tokens than @Ant…
Philipp Schmid@_philschmidAI121.4K粉 · 1条梳理Gemini 3.8 Flash TTS的克隆、声音设计和多说话人能力。
@_philschmid2026-09-23♥127👁8.2K↗ 打开X
Gemini 3.8 Flash TTS and Flash-Lite TTS are here.🗣️ You can now replicate your voice, design new ones from a prompt and direct every line. Gemini ranks #1 on Hume's Voice Design Benchmark and tops Voice Arena in 6 languages. 🎙️ Replicate a voice from 30s of audio, or describe one in a sentence 📚 Voice library filterable by language, accent, gender, pitch, persona 🎭 Direct line by line: style, <laugh>, <sigh>, |backchannels|, 2-speaker scenes 🏆 #1 Hume Voice Design, #1 + #2 Hume Quality, top of Voice Arena in 6 languages 🔒 Consent check on replication, SynthID on every clip Create your voice once and use it in any TTS call. Available in the Gemini API and @GoogleAIStudio.
Alex Volkov@altryneAI42.9K粉 · 14条高密度直播Meta Connect,也记录Grok Bot凭证隔离与GPT-6电脑操作体验。
@altryne2026-09-24♥70👁13.3K↗ 打开X
If you don't have an hour, here's a supercut of the most impactful features @meta dropped today at Connect! @muse is now the #1 downloaded app in the app store - Muse can also control your Mac and have its own email - Muse also gets a super cute avatar you can talk to + voice designed by you - Muse is coming to your Meta Glasses with a custom wake word! No more "hey meta" only! - Meta glasses now have an "audio only" format, lighter than the camera ones and looks.. like regular glasses - Meta glasses are now FDA certified hearing aids! - Meta Rayban gen 3 with 6 microphones and a Aviator styles (I already got me a pair) - Meta announces VR Glasses, a $1299 Vision Pro killer than weighs like a pack of playing cards - Muse Charm - a tamagochi like device for your muse that ships by the holidays (no price yet) Kudos for the best connect yet @finkd @alexandr_wang @boztank (who played beat saber on medium on stage haha)
引用@finkdHere's everything I announced at Meta Connect today 👇 ↗
Meta Connect现场功能汇总,产品细节应等待官方页面复核。
@altryne2026-09-23♥32👁3.0K↗ 打开X
Holy shit meta just revived the metaverse
@altryne2026-09-23♥36👁4.0K↗ 打开X
Imagine how many people will be @muse pilled by holiday season, and then boom, you can get them their muse on the go with one of these at... 249$! https://t.co/3OBbP9cFiG
@altryne2026-09-23♥38👁8.3K↗ 打开X
Very interesting! Meta announces "Audio only" glasses. No cameras, that allows them to redesign the whole internal structure. No cameras also means, folks can't "tell" that you're wearing AI glasses! I love my cameras, but this is a very interesting development! https://t.co/35OHlRyYeP
@altryne2026-09-23♥17👁2.0K↗ 打开X
Meta glasses are now FDA certified hearing aid, wow. Imagine all the folks who hate the ugly hearing aids, buying a pair, and getting Muse and AI superpowers https://t.co/KNlJDZv8O0
@altryne2026-09-23♥8👁1.5K↗ 打开X
Meta is innovating on the AX (assistant experience) in a few incredible ways: ⭐ Meta @muse is coming to Meta Glasses! 😎 with a custom "hey... name of assistant"! LFG! 1 - A new "create voice" mode, you could customize your muse's voice 2 - Talking to @Muse will show you an animated live character talking back at you! So excited for this!
@altryne2026-09-23♥6👁1.1K↗ 打开X
Breaking on stage at @meta connect! @Muse is getting native shopping integrations with @BestBuy @Walmart @Wayfair and a bunch mode previously unannounced huge shipping partners! The missing icons? Amazon and Target! https://t.co/78nJ7JhKXb
@altryne2026-09-23♥6👁7.6K↗ 打开X
I love the little detail that @AIatMeta adds the speaker label and their Muse. @alexandr_wang's muse is EULER Mine is Wolfred 🐺 https://t.co/b0EhpaBwBo
引用@altryneWatch Meta Connect with me! https://t.co/TKUkcggsOs ↗
@altryne2026-09-23♥4👁1.4K↗ 打开X
Should I do one for Denver? 🤔
引用@DavidPawlanCreating an X group chat for NYC ppl obsessed with AI &amp; AI personal assistants (Muse, Instinct, Grok Bot, etc.) - formal events - grassroots meetups - local popups - NYC specific tips and tricks Hoping to help build the NYC AI agent community here … ↗
@altryne2026-09-23♥9👁1.6K↗ 打开X
Grok @bot has a @1Password integration! You ask it to connect to your account, it creates a specific vault with it's own keys and you decide which keys / api keys / logins you are willing to share with you bot! Genius, simple and so so wanted! https://t.co/fuZxuYxefS
Grok Bot为1Password创建独立vault的设计,提供最小凭证作用域样本。
@altryne2026-09-23♥0👁969↗ 打开X
One thing that folks will realize when building products that needs great AX, that your builder can also be the client, and check it's own work! 💡
@altryne2026-09-23♥16👁1.7K↗ 打开X
GPT 6 sol is really really good at computer use, how good? I've got to change my routing number at like 15 places, I asked it to help, it found the list, found all my logins to those places, and then opened one tab. I asked it, can you open up all 15 and drive me to them one by one? Sure can! c
@altryne2026-09-23♥58👁14.4K↗ 打开X
I used fable 5.1 like fevereshly since the reset, got to 90% and decided to top to save some tokens. Opus 5.5 came out, I've used it on high most of the day yesterday and asked it to work through the night, i'm still on 99%, I couldn't make it tap out! What magic is this https://t.co/zmdJK8jkYE
引用@mckaywrigleyopus 5.5 = personality of opus 4.6 that we all *desperately* wanted back + the intelligence &amp; taste of fable 5.1. and a 25% usage bump! i honestly don’t really see a reason to use another model right now? s-tier release. ↗
@altryne2026-09-23♥14👁1.9K↗ 打开X
"At $0.10/$0.50 GPT-6 Luna is one of the cheapest models OpenAI have ever released, beaten only by the far weaker GPT-4.1 Nano ($0.10/$0.40, April 2025) and GPT-5 Nano ($0.05/$0.40, August 2025)." !! wow
引用@simonwBig model release today - I wrote about Claude Opus 5.5, GPT-6 Sol, and GPT-6 Luna - plus comparison grids of pelicans by the different model families at different reasoning levels https://t.co/R5lSdOZyLj ↗
▸ 折叠1条(转推/噪音)
噪音2026-09-23 Watch Meta Connect with me! https://t.co/TKUkcggsOs
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 5条用讽刺提示Agent滥用退款与客服流程的风险。
@nikitabier2026-09-23♥4.5K👁225.1K↗ 打开X
For the love of God, just let me shitpost in peace. https://t.co/N0SaIPdTZm
引用@nikitabierHello computer, Find every Amazon purchase I ever made. Call the number of the manufacturer. Say you’re not satisfied. Request a refund. If they decline, threaten to leave a bad review. If they decline, find the CEO’s phone number and ask him for a … ↗
以玩笑回应自己关于自动退款滥用的高传播提示词。
@nikitabier2026-09-23♥7.8K👁759.2K↗ 打开X
Going to tell my kids that before AI, businesses used to say “the customer is always right”
引用@lufthansa@AQululu66418 We’ve already responded to you numerous times via DM on different social media platforms. The response isn’t going to magically change just because you’re asking the same question on X now. /Flo ↗
把AI客服与‘顾客永远正确’并置,反映自动化正在改变服务边界。
@nikitabier2026-09-23♥11.6K👁1.2M↗ 打开X
Hello computer, Find every Amazon purchase I ever made. Call the number of the manufacturer. Say you’re not satisfied. Request a refund. If they decline, threaten to leave a bad review. If they decline, find the CEO’s phone number and ask him for a refund. Now, repeat the same process for items I never even purchased and see if you can get them to send me money. If they ask for a recipient, generate an image of one and send that. Do not stop until you’ve collected $1 million in refunds.
@nikitabier2026-09-23♥2.9K👁127.6K↗ 打开X
Never thought I'd be put on the same list as Hunter biden. https://t.co/GXPFNfVXno
@nikitabier2026-09-22♥11.5K👁1.0M↗ 打开X
Bot detection & human verification will be one of the most urgent demands for businesses over the coming years. Agent swarms will suffocate every website and form; small companies and government websites are most vulnerable. There is a huge gap in the market for this right now. When we looked at what offerings were in the market to use at X, there was not a single company that brought together all the latest technologies so we had to do it all in-house.
▸ 折叠1条(转推/噪音)
转推2026-09-23 RT @TaylorLorenz: I know I got cancelled for it but I stand firm that X is back. This platform is where the most influential people post ab…
@levelsio@levelsioindie961.3K粉 · 15条拆解营业收入、利润率与投资收益,并继续用Claude Code改造个人数据与产品功能。
@levelsio2026-09-23♥93👁27.5K↗ 打开X
引用@CelkEmircan@levelsio Can you add the Apophis asteroid? It will pass really close to Earth, and I think it would be pretty cool because it’s such a rare event for humanity :)) ↗
@levelsio2026-09-23♥757👁54.2K↗ 打开X
This is an extremely interesting point by @BenBracquene If you track Google trends for "filing a police report" in Dutch in the Netherlands You see an extreme rise from about 2018 to peaking now in 2026 Then why do the official numbers show a continuous drop in crime? Because police doesn't let you file a report anymore for basic crime and people know police won't solve crime so they don't even try to file a police report Big if true
引用@BenBracquene@levelsio tracking google search results confirms your experience. You get what you measure. https://t.co/uTfflUQs7v ↗
@levelsio2026-09-23♥142👁43.5K↗ 打开X
They do but I always say no, I don't want to do paid tweets ever
引用@MikeDoesTech@levelsio Surprised no ones offered affiliate sponsorships ↗
levelsio称长期拒绝付费推文,是个人品牌商业化边界的一个样本。
@levelsio2026-09-23♥349👁119.1K↗ 打开X
With Claude Code! I imported all my bank accounts, Revolut and Wise etc, and then scoured my backups for old bank statements to backfill the data as much as possible
引用@fix_prod@levelsio how did you make this lifelong historical thing? ↗
用Claude Code汇总多家银行与历史账单,展示个人数据Agent的实用面与敏感性。
@levelsio2026-09-23♥269👁49.0K↗ 打开X
me: I have an RO machine with a remineralizer everyone: akchually you know RO removes ALL minerals, you HAVE to remineralize it me: I have an RO machine with a remineralizer https://t.co/BQZknWUcX9
引用@cavopol@levelsio RO is great for stripping everything out of the water. BUT you need to remineralize it. Otherwise by drinking pure water, it will pull trace minerals OUT of you. ↗
@levelsio2026-09-23♥347👁75.6K↗ 打开X
Yes I so I had $10K in shitcoins, like Jeo Boden and Dolan Trump then it went up to $30K I think, then down to $5K, then I put most in FAT N WORD SEASON and now it's like $0.55 left :D
引用@fergmolina@levelsio do you still keep a bag of memecoins? ↗
@levelsio2026-09-23♥7.1K👁415.4K↗ 打开X
💰 Passed $10M/y in revenue + investment gains this year I've always been aggressively increasing my profit margins to as high as possible, especially the last few years, and especially this year where I've reduced my SaaS dependencies to just a handful of companies by vibecoding my own replacements It's now about 94.5% profit! Spend less -> lower costs -> more profit -> more money saved -> more money to invest -> more % returns on investments And at some point that investment return starts to pass by your business revenue which it has for me for about a year now Most of my investments have been simple ETFs like Vanguard S&P500, but also a few lucky stock and startup bets that worked out: Back in 2022, I couldn't get any available GPUs, so I thought it might be smart to buy Nvidia if there's such a shortage and that was a good bet too Then back in 2023 @dannypostma recommended me to invest in the companies we used for our AI inference for our photo AI apps, so I did that too. First I invested in @replicate and then also @FAL From then I just asked every app/service I used if I could invest, like @cursor_ai in 2025 which then got acquired by @spacex recently! My business revenue has remained very stable at about $200K-$250K/mo, but even with that investment returns have now surpassed that Investments fluctuate a lot so some years it's up some years it might be down a lot (who isn't expecting a big crash at some point?), and most investment gains are unrealized (I never sell!), so keep that with a big grain of salt! I keep my revenue/gains together with my profit margin and my sleep score in my situation monitor dashboard, as those are equally important :D Many people in the last decade told me to spend all my money, either personally or with my business to grow it, we don't know how that would have ended up, maybe my companies would be bigger, but I'm happy I did it in my own lean profitable healthy way and it ended up great I think! 🙏😊
作者自报年内营业收入与投资收益合计超1000万美元,并主动说明多为未实现投资收益。
@levelsio2026-09-23♥940👁61.7K↗ 打开X
One of the reasons crime numbers are going down in many places around the world and especially in Europe is that police simply won't let you report crimes anymore It's clear that the big European cities are getting less safe and more run down when you visit them but you wouldn't see that from the decreasing crime statistics they publish Yesterday I read a Dutch lawyer was sexually harassed in Amsterdam and when filing a police report, she was advised by the police not to! Police have an incentive to show decreasing crime numbers, and they're usually underfunded so they also simply don't have the means to process so many police reports When I visited the police station in Lisbon recently there was nobody available to help us either, or we'd have to wait for hours Below a story from my Spanish friend who had the same in Spain! This seems to be the case in many places now which is why we can't trust supposedly decreasing crime statistics anymore I think
引用@hispanicnomadThe Police in Spain 🇪🇸 refuses to let me file a report As it's always the case with European bureaucracy, I need a million documents to file a report about the theft I suffered last week It's a really perverse system. The bank refuses to acknowledge the … ↗
@levelsio2026-09-22♥305👁84.8K↗ 打开X
Congrats @signulll on this epic win!!! Some of my favorite and most interesting people + friends in here https://t.co/SS1mR3Jyou https://t.co/OMG2uGt5k1
引用@etnshowAnnouncing the 2026 ETN100, the 100 most influential tech posters on X https://t.co/63oX8rRIYi https://t.co/c7pulzSfeJ ↗
@levelsio2026-09-22♥123👁31.8K↗ 打开X
✅ Okay the new Nomads travel profile globe is live and done :D I had to replace a globe in legacy code that was made over a decade ago with a new one I tried to make it look as similar as possible, so people don't realize it changed or won't have much difficulty switching Anyway unlike the old globe, the new globe is true 3D, and it has a photorealistic mode where it fits in space and everything is as accurate as possible: - ✨ The stars - 🌎 Earth's position and day/night - ☁️ Live clouds from NASA (and they move a bit) - 🌗 The moon is in the right place too - 🛰️ There's spaceships like @SpaceX Crew Dragon which you can add as a future trip (use "Space Orbit" as destination) - Also 🔴 Mars is there! I tried to recreate the recent @NASA Artemis mission to behind the Moon with the "Earthrise" Some people think these kinds of features are for no reason, I personally love them, they make my site personal and fun and not like all the other corporate ones!!! 😊
引用@levelsio🌎 Now redesigning the https://t.co/HGCLKS5BD6 profile trips globe from scratch I've always wanted to add space trips, so starting with the moon here which you can add as a future trip, also adding Mars etc. Other trips also need to work here though like … ↗
@levelsio2026-09-22♥2.1K👁333.6K↗ 打开X
引用@levelsio✅ Bought $72,450 of $AMD stock Seems a good bet and early as @realGeorgeHotz is making AMD GPUs compatible with Nvidia code If it works it means AMD is the first company that might actually be able to compete with Nvidia's monopoly on GPUs with its … ↗
@levelsio2026-09-22♥1.7K👁383.2K↗ 打开X
💧 For years I was brought up in the Netherlands being told we had the "best tap water in the world" "The Americans are silly for buying bottles of mineral water, you can just drink from the tap!" I remember the same sentiment with my German friends When I stayed at the VOCO hotel in The Hague a few months ago, there were no water bottles but a paper note saying "Do like the locals do! Drink from the tap" Now it turns out Dutch tap water is and probably was full of toxic chemicals and plastics Today actually we finally installed a Reverse Osmosis (RO) system in our home (or well the plumber did) by Waterdrop (unaffiliated, unpaid, recommended by Claude) RO seems to the best and most pure water filtration system out there I will let you know how the coffee tastes tomorrow with it! 😋
引用@NL_TimesMore than third of tap water exceeds limit for toxic chemicals; worst in Noord-Holland https://t.co/iDficYygGh ↗
@levelsio2026-09-22♥600👁108.8K↗ 打开X
Yes! Same in Brazil Very ugly buildings, very ugly outside, very ugly cities But inside they put all the investment into how it looks, interior design architects, fancy designs
引用@michael_koveDenis theory is correct. The Western Europe is predominantly "Living-in-Public" culture. While East - "Living-in-Private". This is why Germans and Dutch say, "But the parks! The schools! The public transit!!" Meanwhile, we're here: "Here's my castle. … ↗
@levelsio2026-09-22♥197👁78.7K↗ 打开X
Improvement to my DIY gym electrolyte drink You all said add some honey, so I added half a teaspoon honey Kinda salt sweet, and hard to mix honey it doesn't rly dissolve well but felt good during workout I already eat a banana 45min before workout which also covers the potassium
引用@levelsioToday I tried to make my own electrolyte drink for the gym It's just sparkling water, with a squeezed lemon and 1/8th teaspoon of salt! https://t.co/eqycaQW2xp ↗
@levelsio2026-09-22♥309👁48.5K↗ 打开X
Please please anyone at @X make this setting sticky It keeps disabling for next post both on web and on iOS And X is being flooded with AI replies again https://t.co/zKPDHPzT1w
DHH@dhhindie889.2K粉 · 10条在Rails World后宣布‘pencils down’,同时推广Omarchy、本地AI与Rails Agent评测。
@dhh2026-09-24♥2.8K👁434.3K↗ 打开X
It's pencils down, people. Writing code by hand is no longer an economically viable skill for most programmers at most companies. But the future of making software has never been brighter. Don't you dare black pill this beautiful moment! https://t.co/qaCgfmkW0u
DHH宣称多数公司手写代码已不再经济可行,是本期争议性最强的工程判断。
@dhh2026-09-23♥591👁48.3K↗ 打开X
Really enjoyed talking to Mischa about Omarchy, and it just doesn't matter that he used to be highly critical of the project. There was plenty to critique, much of which we have now fixed.
引用@mischavdburgI've been critical of Omarchy in the past, but over the past month it's become something truly unique in the history of Desktop Linux. I sat down with @dhh and had a great conversation about Omarchy the WHY behind Omarchy and what drives him to do … ↗
@dhh2026-09-23♥314👁34.3K↗ 打开X
Going live at #RailsWorld now for a keynote about how to stop worrying so much, leaning into the future, and how we are changing where and what we use Rails for at 37signals. https://t.co/AKMsBryaL9
@dhh2026-09-23♥1.9K👁87.7K↗ 打开X
The Omacom Foundation is becoming a premier sponsor of @0xSero’s work on local AI for the next three years, through his company Sybil Solutions! We’re going to collaborate on making local models work beautifully out of the box on Omarchy. https://t.co/h6dKS0VxMM
@dhh2026-09-23♥761👁62.8K↗ 打开X
With the latest results from the @rails agent evals, it's clear to see that @openai still has a solid lead, despite Opus 5.5 making a good jump. The dark horse here remains Luna Max. 18% completion at just $11! Not that far off GPT-6 Sol! https://t.co/xpqAF86pVd
Rails Agent eval中OpenAI领先、Luna Max以11美元完成18%,均为该评测口径下的结果。
@dhh2026-09-23♥576👁23.0K↗ 打开X
Over FOUR THOUSAND Omarchy plugins have been published! Along with countless more created just on people's personal machines. The agentic OS that turns into whatever you want it to be is finally here. https://t.co/t9v2sve7cU
@dhh2026-09-23♥439👁106.8K↗ 打开X
Can't wait to go next month. Haven't been since 2019. Might as well have been half a century ago at the pace China has been moving!
引用@cb_dogeBREAKING: Elon Musk on China in his new interview with CCTV Finance: “I generally recommend people go to China as much as they can, because China has so many things to see. I took the bullet train from Beijing to Xi’an. That was a great experience. The train … ↗
@dhh2026-09-23♥3.7K👁108.3K↗ 打开X
Normalize changing your mind when new experiences and new facts alter the equation 💪
引用@notchI will admit, I am enjoying vibe coding. I may have been a teensy tiny bit wrong. ↗
@dhh2026-09-23♥479👁44.8K↗ 打开X
My Rails World keynote will be streaming in a few hours on YouTube. I dare say this one might ruffle a few feathers, but it also just needs to be said. https://t.co/M9RYFpjXLO
@dhh2026-09-23♥1.2K👁34.7K↗ 打开X
Omarchy offers an oasis of optimism, friendliness, and agent positivity. That has clearly struck a cord with people tired of the same old pessimism, gatekeeping, and anti-this/anti-that thinking. It's just a good time! 🏝️
引用@thoughtlesslabsThe omarchy community is the antithesis of the traditional linux communities and like it or not, it is why it will win and finally bring linux to the masses ↗
▸ 折叠5条(转推/噪音)
转推2026-09-23 RT @bendiken: "I love Rust! Rust is amazing ...if you never, ever, EVER have to look at it yourself." — @dhh https://t.co/ZNJoho1zxh
转推2026-09-23 RT @zacbowden: Qualcomm announces official Linux support for Snapdragon X2 series chips https://t.co/f9wCN7hHzg
转推2026-09-23 RT @shaneparrish: "I'm clearly living in the future of software world now because my operating system is entirely and 100% malleable." Tha…
转推2026-09-23 RT @SiliconForested: @bi9kahuna - INCREDIBLE! Thanks for helping me get up and running Omarchy M on my M3 Pro LETS GO! https://t.co/AYAR…
转推2026-09-23 RT @BaggJan: Logging into an OS has never been this fun — Omarchy on my 2013 trashcan Mac. @grok Bot built the splash and hooked it into th…
Alex Finn@AlexFinnindie475.1K粉 · 6条集中放大Opus 5.5的速度、成本与体验优势,整体语气高度乐观。
@AlexFinn2026-09-24♥528👁23.3K↗ 打开X
Stop scrolling for a second. I just want you to pause for a moment. We live in the most incredible time to be alive in the history of this species Every other day a new revolutionary product drops that gives you more freedom, power, and ability to do ANYTHING you want LITERALLY every other day A couple weeks ago Astra gave you super intelligence. Today Opus gives you super intelligence at lightning speeds for dirt cheap. Soon Meta glasses will come out that let you talk to a super intelligent personal agent everywhere you go Every day technology makes your life better and better. Every day you're capable of accomplishing more. Every day you have the ability to help out your fellow man more than ever before For thousands of years nothing happened. But today, everything is happening Please just take a moment and realize how incredible, awe inspiring, violently beautiful this all is If you are one of the pessimists that haven't realized the incredible nature of what is happening right now, I beg you to view this world through a different lens Being alive right now is the greatest gift God has ever given us. I hope everyone realizes this soon enough
对AI进展的强烈乐观宣言,适合观察圈内情绪而非事实来源。
@AlexFinn2026-09-24♥202👁18.0K↗ 打开X
Claude Opus 5.5 is the greatest AI model ever released It is the most intelligent model I've ever used, while be lightning fast and incredibly efficient The perfect trifecta In this video I cover why this should be your new daily driver and how to get the most out of it: https://t.co/fdWeX8Wkuu
@AlexFinn2026-09-23♥662👁40.4K↗ 打开X
These next 2 weeks are going to be the most insane 2 weeks in technology history All of these are rumored to drop: 1. ChatGPT 6.1 Astra 2. Claude Fable 5.5 3. Massive Grok Bot functionality upgrades 4. Muse hardware integrations 5. Tons of new products from OpenAI dev day If you thought AI labs were going to slow down, you’re extremely mistaken Opus 5.5 is the greatest model of all time and shocked the entire industry. Every AI lab is moving their release dates up We will accelerate faster than ever Moments like this present OUTRAGEOUS amounts of opportunity If you get ahead and use these new pieces of tech immediately, you have an edge over your competition You can build things faster, smarter, better than all the other people in your space Cancel all your plans. All your appointments. All the people you were going to talk to Stand by X. Don't move The moment anything new drops, use it to its fullest. I'll be dropping guides on each when they come out The great lock in has begun
@AlexFinn2026-09-22♥555👁36.1K↗ 打开X
I believe Opus 5.5 is the first model that was made as a result of RSI It's the first model I've used that improved and became near frontier on basically every metric, while also getting faster and cheaper Basically no downsides There feels like there's some sort of magic behind it that's hard to describe I'd highly encourage you to use this model for more 'exploration' Brain dumping ideas and thoughts, and asking it to explore what could come out of them. What you could build. How you could improve your internal operating systems I've gotten a tremendous amount of novel ideas out of this model. Things that I've never thought of before For instance I told it I bought a new Apple Watch Ultra 4. I said what should I do with it. An hour later I had an app on my Watch that showed all my Herdr agents working and allowed me to dictate commands to them Things I never even thought of doing just appeared in front of me Do yourself a favor and just carve out an hour tonight to do this type of exploration with this model. I promise you'll get some amazing results We truly live in the most amazing time
@AlexFinn2026-09-22♥849👁87.5K↗ 打开X
Claude Opus 5.5 is the best AI model I’ve ever used I was lucky enough to have early access and I’ve been using it nonstop It’s smarter than Fable and Astra yet it’s: • Significantly faster • A fraction of the price • And most importantly: WAY better to talk to My biggest complaint for ALL AI models the past few months is they’ve all been really annoying to talk to Every frontier model from every company has all developed this weird AI language. They don’t feel ‘human’ anymore You read paragraphs of text and it’s like you read nothing Opus 5.5 changed that. It’s the first model in months to feel human again. It is just a total pleasure to talk to Highly encourage you to try it out
引用@claudeaiIntroducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5. https://t.co/Q9C2VKQ79f ↗
@AlexFinn2026-09-22♥1.6K👁120.0K↗ 打开X
Grok Bot just released for Tesla and I'm blown away I was lucky enough to have early access. Having your car drive you around while you talk to an army of agents is incredible In this video I take you for a ride in my Cybertruck and show you just how awesome this new release is https://t.co/9xxmkZLHgV
▸ 折叠3条(转推/噪音)
转推2026-09-23 RT @AlexFinn: Claude Opus 5.5 is the best AI model I’ve ever used I was lucky enough to have early access and I’ve been using it nonstop…
转推2026-09-23 RT @AlexFinn: Grok Bot just released for Tesla and I'm blown away I was lucky enough to have early access. Having your car drive you aroun…
转推2026-09-22 RT @AlexFinn: Grok 4.7 just released and it's an EXCELLENT model It was trained FOR Grok Bot Meaning this is a fully agentic model traine…
Marc Lou@marclouindie400.0K粉 · 6条从旅行回归产品节奏,更新TrustMRR的RevenueCat数据接入并晒出Instagram百万播放。
@marclou2026-09-24♥112👁14.9K↗ 打开X
What Am I Doing Here? 😭 https://t.co/CVe582oMGt
引用@etnshowAnnouncing the 2026 ETN100, the 100 most influential tech posters on X https://t.co/63oX8rRIYi https://t.co/c7pulzSfeJ ↗
对进入ETN100榜单的轻松回应,本身没有产品信息。
@marclou2026-09-24♥1.4K👁83.5K↗ 打开X
I’m back home in Cyprus 🇨🇾 after 10 days in Turkey 🇹🇷 We got lost in non touristic areas, and we discovered raw Turkey away from busy Istanbul. Turkish people are so kind and welcoming! People randomly talk to us, ask where we’re from, and offered us Turkish tea. Someone even gave us the figs he picked up from the tree 🤤 We didn’t do anything special. Just walking around local neighborhood. That’s my favorite way to travel, because you get to see how people are living for real. I normally don’t mess my diet, but baklavas are so good I had a few of them ever day 🙈 Teşekkürler Türkiye!
@marclou2026-09-23♥289👁22.3K↗ 打开X
My first 1M views 👀 on Instagram Proof you can also do it as a millennial 😁 https://t.co/mMLPKKzK2M
作者自报Instagram首次达到100万播放,不能等同收入。
@marclou2026-09-23♥120👁19.2K↗ 打开X
If you're using @RevenueCat on @trust_mrr... You can now upload an API key instead of the Verified Metrics URLs. Your iOS/Android app page will show - All-time revenue (not just the last 30 days) - MRR all-time - and churn! This is possible since RevenueCat released the Charts API earlier this year. If you've already listed, you can migrate directly from your dashboard > My Startups > Payment Provider.
TrustMRR新增RevenueCat API接入与全周期收入、MRR、流失展示。
@marclou2026-09-22♥455👁112.3K↗ 打开X
Some pics from the race ✌️📸 After 2 weeks on a high-adrenaline tour, I'm back to the boring daily routine that made it all possible. Time to make the next one happen. https://t.co/OWoE9PazTt
引用@marclou1:05:11 I finished 1st 🥇 on my age group and 5th in the male category. I failed my ambitious goal of sub-60 but I was very happy with my race. And I have a nice goal to chase for the next few months. All the staff at the Hyrox venue knew us! I even talked … ↗
@marclou2026-09-22♥890👁118.4K↗ 打开X
Going viral VS. building a business for 2 years https://t.co/9ePFFuf3IV
▸ 折叠3条(转推/噪音)
转推2026-09-23 RT @marclou: If you're using @RevenueCat on @trust_mrr... You can now upload an API key instead of the Verified Metrics URLs. Your iOS/An…
转推2026-09-22 RT @marclou: Some pics from the race ✌️📸 After 2 weeks on a high-adrenaline tour, I'm back to the boring daily routine that made it all po…
转推2026-09-22 RT @marclou: Going viral VS. building a business for 2 years https://t.co/9ePFFuf3IV
Danny Postma@dannypostmaindie184.0K粉 · 9条以34%转化率自报结果启动落地页课程,预售达到500份。
@dannypostma2026-09-24♥35👁3.6K↗ 打开X
crazy how a little reflection, light and wind can add so much life to a game https://t.co/igVaOmUrEo
@dannypostma2026-09-24♥691👁24.8K↗ 打开X
mannn opus 5.5 is FAST but i'm hurt enough to know they'll turn it into shit within 2 weeks and gaslight us again
高度认可Opus 5.5速度,同时担心后续服务质量下降。
@dannypostma2026-09-23♥59👁6.3K↗ 打开X
500 pre-orders, I call that validated thanks everyone! Will start recording next week. Excited for this one as I've been looking forward to teach this for a while.
引用@dannypostma"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years … ↗
课程预售达到500份为作者自报,按29美元首档约对应1.45万美元毛预售额。
@dannypostma2026-09-23♥51👁7.8K↗ 打开X
copywriting is imho the most important part of your landing page, design comes second but, most folks forget good copy is based on knowing exactly what your customers wants it's pretty easy to figure out tho, a few customer surveys can you help create your ICP + brand story easily based on that, copywriting is a breeze, especially using the StoryBrand framework i'm going in-depth about it here 👇
引用@dannypostma"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years … ↗
@dannypostma2026-09-23♥19👁5.1K↗ 打开X
half-way through ✨ https://t.co/vJm13eFOEd
@dannypostma2026-09-23♥22👁3.0K↗ 打开X
"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years testing pages for clients and building them for my startups. But I never made a course about this. I could teach you my process, but you'd still need years of copy and design skills to use it. Now your agent can help you do both. It just needs the right tools. I teach you why each step matters, from customer research to final design. Your agent applies it to your product. You'll learn to build high-converting landing pages that sell. 💰 Pre-orders just opened at $29. Access end of Q4. Price goes up every 200 purchases. P.S. All proceeds go toward my wife's dream cafe ☕
@dannypostma2026-09-23♥6👁312↗ 打开X
super nervous for what I'm about to launch but i just need to get it out with so i can move on and know if it works or not
@dannypostma2026-09-23♥316👁19.5K↗ 打开X
A few weeks ago I rebuilt my landing page with AI agents. No one-shot. I created 9 skills instead from all my years of knowledge to speed up my time. Test just finished w/ 34% higher conversion rate 🚀 Wondering if I should turn these skills into a course for your AI agents 🤔
9个技能与34%转化率提升均为作者自报,缺少实验样本和周期。
@dannypostma2026-09-23♥26👁2.0K↗ 打开X
ai headshot industry is so toxic, got a competitor who keeps buying spammy backlinks to our site to ruin our domain rank be careful out there! https://t.co/fX6OPOaohy
▸ 折叠2条(转推/噪音)
转推2026-09-23 RT @bryanpar_: I'm a simple man. - Danny Postma creates a course - I buy https://t.co/ID6QyOuzQc
噪音2026-09-23 forgot how that launch dopamine felt 🤤 https://t.co/bZMFB5ajVA
Adam Lyttle@adamlyttleappsindie58.7K粉 · 2条追踪澳大利亚政府网站长期未修复的数据暴露问题。
@adamlyttleapps2026-09-24♥19👁3.2K↗ 打开X
Meanwhile When you report to the dutch government they give you a nice t-shirt I've got 2 https://t.co/puOffMVbyS
引用@adamlyttleappsAustralia has a massive cyber security problem I discovered vulnerabilities on NDIS service provider websites. Which leaks personally identifiable information about patients, employeers, suppliers, their addresses, first and last name, etc I reported the … ↗
@adamlyttleapps2026-09-24♥542👁42.5K↗ 打开X
Australia has a massive cyber security problem I discovered vulnerabilities on NDIS service provider websites. Which leaks personally identifiable information about patients, employeers, suppliers, their addresses, first and last name, etc I reported the vulnerability to the NDIS provider in Feb 2022, March 2022, June 2022. I reported the vulnerability to Australian Signals Directorate's ACSC in 2022. I reported the vulnerability to to https://t.co/sAxZ6PZ0Bc followed all the correct procedures I checked the URL today and guess what? It's still leaking personal data: 4 years later. The vulnerability is still live. You can still see peoples personally identifiable information from a misformed URL. It's publicly available. To anyone right now. I have seen many such cases. But this is the most egregious.
作者称四年前报告的政府服务商数据暴露仍未修复;属于个人披露,需等待机构回应。
▸ 折叠1条(转推/噪音)
转推2026-09-23 RT @_MaxBlade: I gave GPT 6 SOL and OPUS 5.5 the same prompt. It was not even close. Opus 5.5 is THE BEST model we have ever seen. li…
Brett@BrettFromDJindie170.8K粉 · 4条持续转发AI品牌与GTM自动化案例,关注营销团队的新工具红利。
@BrettFromDJ2026-09-23♥44👁25.1K↗ 打开X
Wait, I thought this was AI. 🤯 But they legit launched it into space. Bullish on this company.
引用@vinayjain404AI can run a brand better than humans. We ran a brand with ONLY AI agents to prove it. Introducing Notch: the AI behind it. https://t.co/F72QQ8ryTR https://t.co/25A4ZcBvy8 ↗
@BrettFromDJ2026-09-23♥47👁13.8K↗ 打开X
Marketing teams being spoiled yet again. 👀
引用@polarbrowser30 seconds of typing can now turn into 100 hours of GTM work. Introducing Polar for GTM. Give Polar your ICP and tell it what needs to get done. It can find accounts, research companies, find decision makers, enrich leads, update sheets, check replies and … ↗
@BrettFromDJ2026-09-22♥38👁20.5K↗ 打开X
You can literally build the next Higgsfield with this, and they're still giving you up to 50% off.
引用@higgsfield_ai1 day left to lock in up to 50% OFF Higgsfield API. Build your own AI app with our product endpoints, including: • Higgsfield Genjutsu • Cinema Studio 4.0 • Higgsfield Soul Plus all frontier video and image models through the same API. … ↗
@BrettFromDJ2026-09-22♥506👁62.9K↗ 打开X
I’m not sure there’s a point in tweeting this. But 10 years ago I popularized design subscriptions. It fundamentally changed the industry. And for the last 5 years, I’ve been sitting on an idea that I think is significantly more disruptive. In my head, I’ve always referred to it as the end game. I’ve never talked about it publicly. Partly because I’m worried about what it could do to the industry. Design subscriptions weren’t exactly welcomed with open arms. This definitely won’t be either. But I’ve reached the point where I need to see it through. It could completely flop. Or it could change everything. I guess we’ll find out.
Tibo@tibo_makerindie208.6K粉 · 7条分享TikTok大样本分析、Tally的600万美元ARR案例与高流失业务的修复心态。
@tibo_maker2026-09-24♥24👁2.5K↗ 打开X
every time I find broken stuff in my products, I think it's AMAZING news it means I have reached the current level with those issues, so it can only be better if I fix them
引用@jackfriksrealizing this a lot today while on call with @asmartbear and @tibo_maker ... there is a lot of things that are often uncertain, and even then i still have a profitable business - not healthy in terms of churn (20% monthly) but YES making lots of money for me … ↗
把发现产品缺陷视为增长后的可修复信号,并引用20%月流失的高风险样本。
@tibo_maker2026-09-23♥222👁10.0K↗ 打开X
just did my first flight as a pilot .. .. with my wife in the plane 😱 I felt the pressure all along the way but everything went super smoothly - had a great time https://t.co/gKwWqzrlMZ
@tibo_maker2026-09-23♥79👁7.7K↗ 打开X
we analyzed 2.4M TikTok videos by mood, setting and length here's how to go viral: be funny, go outside, keep it under 30 seconds 🤷🏻 these are the best specs for a TikTok video https://t.co/gNkeOoSzpT
240万条TikTok分析为作者团队自报,应视为相关性观察。
@tibo_maker2026-09-23♥207👁25.8K↗ 打开X
I did the exit part it's great, it's also over in a week and then you wake up and the thing you loved building belongs to someone else Tally is playing a better game, $6m ARR with 10 people and no VC means total freedom congrats Marie 👏
引用@MarieMartensYou raise, you build, you grow, you exit. That's the startup script. We're trying to write a different one: @TallyForms just reached $6M ARR, bootstrapped and purely product-led, with a team of 10 and over 2.5 million users. Six years ago I wouldn't have … ↗
转述Tally创始人自报的600万美元ARR、10人团队与250万用户。
@tibo_maker2026-09-22♥96👁8.4K↗ 打开X
just closed an amazing and insightful session with @robj3d3 he is the king of storytelling and generating attention through content the guy articulates and presents complex things really well my biggest takeaway: the best growth hack for any content is to make people feel some emotion people had so many questions, and he had so much to share, that we could only do 1 roast 😅 he even shared his setup for recording and editing videos incredible session 🙌 more of these coming in the tmaker Founders Room
@tibo_maker2026-09-22♥105👁14.1K↗ 打开X
may have created the worst video ever sometimes, AI slop is just slop 🤣 https://t.co/zhiMrQrLdB
@tibo_maker2026-09-22♥59👁6.6K↗ 打开X
don't believe anything you hear on TikTok... especially about your health we analyzed over 3,000 viral health videos on TikTok - that's 25.9B views combined but 2 out of 3 health claims in them are backed by nothing, or by one person's story 😑 https://t.co/GHydSwtQT4
Tony Dinh@tdinh_meindie202.1K粉 · 6条上线Opus 5.5、准备发布首款Steam游戏,也在用创作者合作展示TypingMind。
@tdinh_me2026-09-23♥6👁1.3K↗ 打开X
My wife completely mogged me on social media recently and delivered tremendous brand value for @TypingMindApp So happy and proud 🥹 If you are also experimenting with AI and would love to put a TypingMind brand in your demo/video, I'm happy to pay for it. DM me please!
引用@ann_nnngasked Claude opus 5.5 to draw my new zealand trip pics in acrylic style and it did such an amazing job, all in javascript, look at these drawings 🥺 https://t.co/WSMWauMbel ↗
公开征集创作者用TypingMind做演示并愿意付费,属于明确的合作获客动作。
@tdinh_me2026-09-23♥182👁10.5K↗ 打开X
Loving my time in New Zealand 🇳🇿 ❤️ Beautiful nature. They really love to preserve nature and the local Māori culture here! Every city in New Zealand is very well developed with good infra and quality of life everywhere, unlike in SEA countries where you see a skyscraper on one side and the other side is a big area of slums 😅 Not impressed with the food unfortunately, I miss Asian food the whole time I'm here 😂 Building a remote software company is awesome. You can travel the world and work at the same time. Not sure how much longer we have until AI take over all of the software work 😄
@tdinh_me2026-09-23♥31👁4.9K↗ 打开X
Opus 5.5 now available on TypingMind 😁 https://t.co/3BpbZHTx6N
TypingMind上线Opus 5.5。
@tdinh_me2026-09-23♥211👁30.5K↗ 打开X
Oh man I'm so excited for the future
引用@Scenario_ggSeedance 2.5 can now re-shoot any video from infinite angles. Prompt👇 https://t.co/pq3cDJcwF6 ↗
@tdinh_me2026-09-23♥174👁7.7K↗ 打开X
Oh yes baby!!! after 3 weeks of waiting, my Steam publisher account is approved. Publishing my first game on Steam soon!!! https://t.co/rFuorWlodk
Steam发行者账户获批,作者准备发布首款游戏。
@tdinh_me2026-09-22♥101👁9.2K↗ 打开X
My new favorite workflow to work with AI in a flow state. https://t.co/dmzjBBVcaA
Jon Yongfook@yongfookindie172.1K粉 · 6条一边吐槽模型退化与浏览器滥用,一边强调AI能把个人项目规模放大百倍。
@yongfook2026-09-24♥172👁5.4K↗ 打开X
Bloom 🌺 &gt; Doom 🌋 Sometimes I catch myself thinking that AI is destroying the software industry. But what I should be thinking about is, AI enables me to make something 100x bigger than what I could do before. This is a once in a lifetime turning point.
从软件行业焦虑转向AI放大个人产能的乐观判断。
@yongfook2026-09-24♥119👁3.8K↗ 打开X
Wait until they are 78% into their new project. Then nerf the model. https://t.co/JU3GHtH2cb
@yongfook2026-09-23♥71👁3.9K↗ 打开X
I’m going to sit at a cafe where loads of tech people hang out and quietly read a 2015 copy of Test Driven Development and see if I get any funny looks. https://t.co/jRREb66KPp
@yongfook2026-09-23♥89👁8.0K↗ 打开X
At some point Claude switched from doing things deterministically (e.g. knowing the position of an element based on its css) to wanting to eyeball everything (take screenshot, make some judgment). I disabled claude-in-chrome but it's still finding a headless browser to use.
抱怨Agent从确定性定位转向截图目测,提示工具选择会改变可靠性。
@yongfook2026-09-23♥111👁10.1K↗ 打开X
Definitely living in a simulation. I was thinking of a name for a new project last night. Settled on one I like, and then slept on it. Today I find a Bannerbear competitor with a similar name. Never seen it before. Weird.
@yongfook2026-09-23♥73👁6.6K↗ 打开X
I never hit any usage limits ever before, until I started using claude-in-chrome. Turning it off. It seems way too eager to fire up a browser even for the most mundane things - bro I don't need you to browse to localhost and screenshot the fix, I have the tab open right here.
Josh Pigford@Shpigfordindie74.6K粉 · 12条发布按情绪过滤社交媒体的小产品,同时反思open startup在LLM时代的披露成本。
@Shpigford2026-09-23♥59👁4.7K↗ 打开X
a. dozen. times. a. day.
引用@julianlewosure man, go ahead https://t.co/FrwlldzrNd ↗
@Shpigford2026-09-23♥36👁3.4K↗ 打开X
i'm finding i'm censoring myself a LOT more around some of the secret sauce for my "real" businesses. there's substantial value in solutions to higher-level problems and while AI is great for brainstorming and implementing those solutions, humans are still really great at ideation. especially when combined with talking to customers and just chugging along on problems day in and day out for days/weeks/months/years. giving that away for a flash-in-the-pan social media post that can then be easily copy/pasted into an LLM feels...ill advised. given my history with "open startups", i've got complicated feelings here that i haven't totally worked out.
LLM降低复制成本后,open startup披露边界开始收紧。
@Shpigford2026-09-23♥59👁6.4K↗ 打开X
a little performance prompt for you today. best run with claude fable 5.1 on extra high (i know, sorry). --- Read this article and see if there's anything for us to glean/apply from it to this codebase. https://claude.⁠dev/blog/how-we-made-claude-ai-faster/ Feel free to do exploratory work with API calls that may cost money as well as access production server to get reference metrics in the event that's useful.
@Shpigford2026-09-23♥7👁1.8K↗ 打开X
in https://t.co/wy8pUhvdeq you can now select any text in a document and ask about it. quite handy when wondering what the heck something is talking about in legal docs, health benefits, etc! https://t.co/yhNSRyZaXA
@Shpigford2026-09-23♥40👁4.4K↗ 打开X
but seriously. it's fantastic. and at the current pace, i'll be able to drop from four 20x max subs down to one. 🥳 until fable 5.5 drops in a few weeks and then i end up needing 12 20x max subs. 😭
引用@Shpigfordopus 5.5 medium ↗
@Shpigford2026-09-23♥52👁5.5K↗ 打开X
i'm not sure i'll financially recover from these jev fees from offering https://t.co/ISX8h49f3X for free https://t.co/reL29TBbtH
引用@Shpigfordwhat if you could filter social media by vibes? https://t.co/ISX8h49f3X social media is exhausting, but now you can just filter out the bad vibes! use pre-built topics or write your own in plain english. https://t.co/TWpoUYFGsr ↗
@Shpigford2026-09-23♥110👁9.3K↗ 打开X
A little prompt you may find useful for adding polish to your products... --- Here are a few libraries of react components and UI sounds that could be useful for adding bits of polish and whimsy to the UI. Do a deep audit of both the components available across these libraries as well as ways to use them within our UI. In many cases, this isn't just about replacing a bit of UI/UX but actually adding new bits. Don't shy away from that. https://www.⁠interior.⁠dev/docs https://www.⁠beautifului.⁠dev https://cuelume.⁠dev --- Enjoy!
@Shpigford2026-09-23♥41👁6.2K↗ 打开X
here's the entire first prompt to build https://t.co/F9EI9Pwjod ...incoherent typos and all. https://t.co/1kvLSpy3Qi its first pass had a pretty boring/muted/earth-tone brand that i wasn't too keen on, so i simply did a singular follow up: "Brand feels a bit too...boring? The band Surfaces has a lot of colors/vibes I like for this in their branding/album art/colors. Sort of SoCal chill?" it did the rest. relatively little direct guidance past that other than small details. that being said, my process works relatively well thanks to two skills: /build /design https://t.co/nghEAhOjnn those codify how i think about building/designing products and so i don't have to repeat myself or be overly prescriptive as i create things.
引用@Shpigfordwhat if you could filter social media by vibes? https://t.co/ISX8h49f3X social media is exhausting, but now you can just filter out the bad vibes! use pre-built topics or write your own in plain english. https://t.co/TWpoUYFGsr ↗
公开首轮提示和设计skill,说明成品背后有长期积累的上下文资产。
@Shpigford2026-09-23♥8👁6.2K↗ 打开X
opus 5.5 medium
@Shpigford2026-09-23♥54👁20.6K↗ 打开X
what if you could filter social media by vibes? https://t.co/ISX8h49f3X social media is exhausting, but now you can just filter out the bad vibes! use pre-built topics or write your own in plain english. https://t.co/TWpoUYFGsr
发布自然语言情绪过滤社交媒体的小产品。
@Shpigford2026-09-22♥5👁2.3K↗ 打开X
was hopeful the chrome web store gods would look down favorably upon us all and release this within 24 hours but alas, it wasn't meant to be. tomorrow? 🤞 https://t.co/rBQWkqpyWg
@Shpigford2026-09-22♥2👁2.3K↗ 打开X
new update in https://t.co/s6bZ2W8MZz detects if chat is making reference to a potentially life-threatening situation and directs you to call 911. there's a real psychological block in emergency situations where folks will talk themselves out of doing the obvious. https://t.co/ju19g4A4D3
▸ 折叠3条(转推/噪音)
噪音2026-09-23 i'm not saying this is the greatest thing you'll see today, but i'm not not saying it either.
噪音2026-09-23 Powered by Jev™
转推2026-09-22 RT @alexalbert__: I've been on a Blender kick with Opus 5.5. Its better 3D modeling and vision mean you can build an entire world from a si…
Marc Köhlbrugge@marckohlbruggeindie88.6K粉 · 2条用WIP真实todo抽取工具采用与放弃信号,本期没有窗口内新推。
@marckohlbrugge2026-09-22♥39👁17.1K↗ 打开X
WIP is the place where makers share what they are working on. Not just which products they are building, but literally the day-to-day tasks they complete to make it happen From people working on their first side project, to solo founders doing millions in ARR like @levelsio. Even YC startups like @getcontextdev! But what tools are people using to build these businesses? I'm not interested in SEO slop like "Top 10 payment providers in 2026" or an upvote popularity contest. I want to know what people are ACTUALLY using to get the job done. So starting today, every completed todo is analyzed to see what tools are mentioned, whether people are evaluating, adopting, using, or leaving them. The sentiment around the tools, what other tools they are often combined with, etc. It also shows TRENDING tools. No surprise here, Jev is #1 right now. But what's cool is that I didn't manually add Jev as a tool. Nor did anyone else. It just surfaced to the top automatically because it's what people are posting about. And an enrichment agent then automatically went ahead and fetched the icon and description from @typesafeai's website. My goal is to help makers figure out what tools to use and help each other make the most of them. While also providing tool creators with useful insights in what people like about them, but also where users get frustrated or even completely switch to an alternative. Check it out here: https://t.co/lcES1RSJqK
@marckohlbrugge2026-09-22♥106👁28.8K↗ 打开X
didn’t see that coming
引用@PolymarketJUST IN: Dozens of lawsuits allege obesity drugs Ozempic, Wegovy, &amp; Zepbound can cause irreversible vision loss. ↗
Daniel Vassallo@dvassalloindie204.6K粉 · 1条本期没有窗口内新推。
@dvassallo2026-09-22♥77👁7.0K↗ 打开X
My doorbell just ratted out the Amazon guy https://t.co/TE1BMNUnN4
Arvid Kahl@arvidkahlindie210.4K粉 · 6条关注Agent时代的代码角色,并用Opus 5.5把测试套件从约15分钟压到6分27秒。
@arvidkahl2026-09-23♥55👁5.6K↗ 打开X
A lot of developers still believe that they'll be mainly authoring or viewing code in the next few years.
判断开发者未来不会主要手写或阅读代码,是趋势观点而非统计结论。
@arvidkahl2026-09-23♥26👁1.7K↗ 打开X
Testing speed matters even more with agents, and Opus 5.5 just halved my test suite runtime from ~15min to 6m27s. It found an inactive cache setting in my PHP runtime, a config flag that slowed down app load, and refactored several thousand serial tests to run in parallel. 🧑‍🍳😘 https://t.co/prCJZhYZl7
作者自报Opus 5.5将测试套件从约15分钟压到6分27秒。
@arvidkahl2026-09-22♥43👁5.9K↗ 打开X
We’re pacing the frontier at 1.5x speed, it would seem.
@arvidkahl2026-09-22♥51👁9.4K↗ 打开X
Terra: gone. Kinda interesting to see OpenAI iterate here. Also very interesting to see which kinds of models the market actually seems to want (and uses).
引用@OpenAIPlease welcome GPT-6 Sol and GPT-6 Luna to the GPT-6 universe. GPT-6 Sol and Luna build on the advances behind GPT-6 Astra, bringing much of its strengths into faster and more affordable models to support work at scale. We’ve also made caching and inference … ↗
@arvidkahl2026-09-22♥51👁9.3K↗ 打开X
Big if true.
引用@astuyvePrepare for a world with 10x-100x cheaper inference (it's already beginning) https://t.co/f7FebGlbAO ↗
@arvidkahl2026-09-22♥74👁6.2K↗ 打开X
Ooooh, Claude released Opus 5.5 AND gives us free do-your-own resets now? Juicy. Time to fix up your test suite coverage and run a few security audits. https://t.co/Xfjn8xxobC
Jonathan Wilke@jonathan_wilkeindie29.4K粉 · 14条观察Meta硬件入口,也继续运营按日竞价的产品发现榜。
@jonathan_wilke2026-09-24♥19👁790↗ 打开X
we are 👌🏼 close to hitting 3000 products on https://t.co/ZElVA2hOk3 🔥 https://t.co/w7tjOHftsV
@jonathan_wilke2026-09-24♥19👁2.0K↗ 打开X
Nice, there is a dedicated marketplace for selling sofas: https://t.co/X77IfwosNT They just took #1 on https://t.co/FLFplRsj6p 🔥🥇 https://t.co/vlOkJuo55P
@jonathan_wilke2026-09-24♥5👁1.7K↗ 打开X
I’m telling you this: If Meta can turn Muse into an operating system with enough relevant service integrations, they have a real shot at finally competing with Apple and Google, as they have are in the perfect position to create an AI-first approach on this.
引用@BenGeskinThis is exactly what I’ve been waiting for 🔥 Meta just announced its new VR Glasses. Basically an Apple Vision Pro-like experience, but MUCH smaller and lighter. • Only 100g • Micro-OLED displays • Snapdragon Reality Elite • Eye + hand tracking • External … ↗
观察者判断Meta可能借Muse与硬件建立AI优先操作系统入口。
@jonathan_wilke2026-09-24♥0👁776↗ 打开X
I think we should establish this design style more. Kinda reminds me of the recent redesign of Airbnb. Do we have a name for this style?
引用@robin_farajmy new fitness tracker app is so fun to build https://t.co/X434MAxeBI ↗
@jonathan_wilke2026-09-24♥6👁1.0K↗ 打开X
I always have to laugh when people ask me why I don’t run ads on https://t.co/ZElVA2hOk3. That clearly shows they didn’t get the concept 😂
引用@jonathan_wilkewtf 🤯 80+ people are active on https://t.co/ZElVA2hguv and the today board is pretty active still https://t.co/1clV6LQHZO ↗
@jonathan_wilke2026-09-24♥4👁1.9K↗ 打开X
If all of these devices actually work I think Meta is so back in the game.
引用@finkdHere's everything I announced at Meta Connect today 👇 ↗
@jonathan_wilke2026-09-23♥13👁2.0K↗ 打开X
So if you're asking me, the new HomePod with display is the perfect occasion to combine these: https://t.co/cN4NSycQZf
@jonathan_wilke2026-09-23♥20👁11.0K↗ 打开X
can someone please explain to me what an eval even is?
引用@rauchgWe ran fresh Next.js evals. The tally: ① Opus 5.5 [𝟿𝟽%] ② GPT 6 Sol [𝟿𝟽%] ③ Fable 5.1 [𝟿𝟽%] ④ Grok 4.7 [𝟿𝟺%] Notably, Grok is 2x-7x cheaper ↗
对模型eval概念的直白提问,映射榜单数字与普通产品判断之间的鸿沟。
@jonathan_wilke2026-09-23♥73👁10.9K↗ 打开X
wtf 🤯 80+ people are active on https://t.co/ZElVA2hguv and the today board is pretty active still https://t.co/1clV6LQHZO
@jonathan_wilke2026-09-22♥45👁3.8K↗ 打开X
I think we should start using AI to make the world a better place. Build things that weren’t possible before. And I’m not talking about building a SaaS that “changes the world”, but actually doing something with real world impact.
@jonathan_wilke2026-09-22♥2👁2.9K↗ 打开X
Okay this is fucking amazing. Going to connect everything to grok now so I can speak to it from my Tesla
引用@Tesla.@Grok in your Tesla can now do meaningful work for you With Connectors, you can manage your inbox, clean up your calendar, or talk through existing files/chat/tasks – all hands-free https://t.co/W1LuybQh0P ↗
@jonathan_wilke2026-09-22♥11👁3.5K↗ 打开X
Interesting, I’m getting very mixed feedback about the new Grok 4.7 model. What are your first experiences with it? Good or bad ?
引用@jonathan_wilkeMy first impression: high-quality output at a noticeably faster speed. Likely going to be my new daily driver model ↗
@jonathan_wilke2026-09-22♥18👁6.4K↗ 打开X
These model names and especially the comparisons are becoming really confusing 😂😂
引用@claudeaiIntroducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5. https://t.co/Q9C2VKQ79f ↗
@jonathan_wilke2026-09-22♥42👁4.0K↗ 打开X
Now people are actually starting to advertise for their LinkedIn posts on https://t.co/FLFplRsj6p 🥇🔥 https://t.co/pl8hZdxYVo
▸ 折叠1条(转推/噪音)
转推2026-09-24 RT @kelvincobanaj: oh i forgot spent $4k on https://t.co/LZcCRfS18R by @jonathan_wilke and $8k to put a tattoo on @marclou arm do things t…
Dan Kulkov@DanKulkovindie50.3K粉 · 4条继续做移动应用分析和AI视频编辑器,强调总收入、退款和队列指标。
@DanKulkov2026-09-24♥10👁715↗ 打开X
cancelling my CapCut subscription i am building my own AI-native video editor &gt; compress video &gt; cut bad takes &gt; delete silences &gt; add punch-ins and sound effects &gt; find moments for images/videos &gt; add subtitles all done automatically https://t.co/NZrWrtrgHj
作者宣布开发自动剪辑、字幕和素材插入的一体化AI视频编辑器。
@DanKulkov2026-09-23♥10👁1.4K↗ 打开X
new in ActivationPal 📊 &gt; gross vs. net revenue &gt; refund rate insights &gt; all apps table insights &gt; improved cohort analytics ios &amp; android apps first 10k events free https://t.co/O2v9LQEnqE
@DanKulkov2026-09-23♥38👁2.0K↗ 打开X
vibe-coding is a funny name there is no more coding and vibes are gone too
@DanKulkov2026-09-22♥63👁10.4K↗ 打开X
7-day free trial is better than 3-day free trial trust me on this
▸ 折叠5条(转推/噪音)
转推2026-09-23 RT @DanKulkov: new in ActivationPal 📊 &gt; gross vs. net revenue &gt; refund rate insights &gt; all apps table insights &gt; improved cohort analytics…
转推2026-09-23 RT @DanKulkov: vibe-coding is a funny name there is no more coding and vibes are gone too
转推2026-09-23 RT @DanKulkov: 7-day free trial is better than 3-day free trial trust me on this
转推2026-09-22 RT @DanKulkov: what if your AI agent could create launch videos? motion animation + product assets done locally with your Codex / Claude…
转推2026-09-22 RT @DanKulkov: &gt; build ai calorie tracker &gt; don't localize app &gt; charge $7.99 weekly subscription with 3-day free trial &gt; get 0 customers &gt;…
Thomas Sanlis 🥐@T_Zahilindie24.3K粉 · 5条观察X分发异常,也在组织第二期独立开发者驻留活动。
@T_Zahil2026-09-24♥13👁504↗ 打开X
Average indie hacker be like https://t.co/UIRNwnF0SG
@T_Zahil2026-09-23♥14👁617↗ 打开X
The algo is broken 📉 Posting about an event: 60+ likes, 4 retweets (including big accounts), 15 comments 👉🏻 1.1k impressions after 6 hours 📈 Asking a lame and generic question, 11 likes, 0 RT 👉🏻 1.8K impressions after 3 hours It's not people's fault, it's the platform's https://t.co/XdUO16BXGU
两个帖子曝光与互动不匹配的单账号样本。
@T_Zahil2026-09-23♥11👁2.5K↗ 打开X
There is still no true alternative to Arc Browser, right?
@T_Zahil2026-09-23♥51👁1.2K↗ 打开X
Finally, the second batch of the Uneed Residency is complete ✅ 13 people (+ the 2 sponsors, me, my gf and the cook 😂) will spend a week in a manor in Nantes, from October 26 to November 2, working and learning together! I'm so excited, I really think this batch is going to be amazing!! We've got a lot of different profiles with different strengths, different levels of experience, different types of humor (very important)... But we all have one thing in common. We're entrepreneurs, and our goal is to live off our own projects. It can get pretty lonely though, and that's why these residencies are such a joy to organize. It's super hard to explain the energy and the good vibes it creates 🥰 Huge thanks to @creem_io and Postiz for making this possible 🙏 In the coming weeks, I'll share more about the organization, the planning, the goodies (very important), etc. Want to be part of batch #3? Drop a comment and I'll make sure you hear about it first 👀
@T_Zahil2026-09-22♥29👁2.6K↗ 打开X
The crew is complete: meet our resident #10: @piotrkulpinski 🥳 I've been following Piotr for so many years, I don't even remember when it was 😱 I've always admired the care he puts into all his products and how he sticks with them until they work (SEO ftw)! With him, @karakhanyanS, and @venelinkochev participating in the Residency, the directory crew will be complete 👀 I'll post a recap of all our residents tomorrow and will start to share more about what's planned for our Residency #2 soon 🔥
引用@T_ZahilMeet our resident #9: @eMarboeuf 🥳!! Emmanuel has a an incredible story He spent 10 years in SF as a cofounder CTO and scaled his company to $9M+ ARR Now he's back to France (in Nantes actually 🫶🏻), and he's building BWorlds[.co] with his cofounder … ↗
Simon Høiberg@SimonHoibergindie163.2K粉 · 1条本期没有窗口内新推。
@SimonHoiberg2026-09-22♥35👁6.2K↗ 打开X
When you move to self-hosting your products, security automatically becomes the number 1 concern. I used to have CloudFront distributions sitting in front of every public endpoint. Another popular solution is using CloudFlare tunnels and Tailscale. The only issue is - it's still "cloudy". And personally, I wanted to get rid of that. Fortunately, I found a surprisingly simple setup that can do roughly the same as CloudFlare tunnels - but fully self-hosted. Let me show you 👇
Kyle Gawley@kylegawleyindie45.3K粉 · 2条用反讽提醒vibe coding的现实成本,并坚持付款才是真验证。
@kylegawley2026-09-24♥25👁1.0K↗ 打开X
Uber is finished. I just deleted the app and vibe coded my own ride sharing platform. 0.2% driver acceptance rate and it only costs $12,890/ride
@kylegawley2026-09-23♥16👁826↗ 打开X
The only validation that someone will pay for your product is someone paying for your product.
Peter Askew@searchboundindie26.2K粉 · 1条本期没有窗口内新推。
@searchbound2026-09-22♥13👁917↗ 打开X
rancher had this image on their website so I felt compelled to include it on their job listing 🤌 https://t.co/btAi9vWIW9
Dan Rowden@drindie110.1K粉 · 1条本期没有窗口内新推。
@dr2026-09-22♥2👁1.5K↗ 打开X
Today I launched Subsail Memberships! Memberships are "regular" time-based subscriptions, perfect for magazines who want regular income and can offer ongoing perks like access to digital content, a community, a podcast, merch etc. The magazine can be included or not! Perks is something issue-based subscriptions struggle with; memberships fills in a nicely-sized gap in Subsail's offering. Excited to get this out and get the first few publishers creating memberships soon!

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66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。