独立开发者日报

Agent开始长出控制台,答案开始变成一次性软件

多Agent工作从终端会话走向任务板、持久团队与远程运行;与此同时,模型输出正从文字扩展为交互页、动画和临时工具。决策模型下沉端侧后,模型稳定性与验收证据也变得更重要。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-10-03 · Twitter 39账号/190条 · HN 53条 · Reddit 42帖 · GitHub新星 2个 · 正文约29分钟 · 窗口10-02 ~ 10-03

编者按

Agent的下一层产品不是再多一个聊天框,而是看得见任务、状态、阻塞和验收的控制台。Reddit上的Yokka、GitHub新星OpenRig,以及创作者自建的远程Agent环境都在解决同一件事:并行不是多开几个窗口,而是让人知道谁在做什么、何时该接手。

输出格式也在变。Karpathy把文字、图、网页和定制讲解视频排成一条抽象阶梯;社区已经用纯代码生成音乐视频、让模型在模拟画布上作画。当代码和界面足够便宜,答案可以临时“编译”成一个更适合检查与理解的软件工件。

另一边,决策模型已经进了llama.cpp并可在设备端运行,模型“降智”争论也出现同提示、同素材的前后对照。能力扩散得越快,越不能只凭发布日演示下结论:固定基线、任务账本和可复现环境,正在成为使用模型的基本设施。

1

决策模型进入llama.cpp:新品类开始下沉到端侧

昨日回声

回看2026-10-02:Jev之后,决策模型从单点新品变成了可复制市场

昨天还在讨论Jev、Clef把决策模型推成一个市场,今天这条线已经进入llama.cpp。Hugging Face负责人称Kev-4B可免费、快速、私密地在设备端运行;LocalLLaMA的对应帖子拿到430赞。

@ClementDelangue2026-10-02♥881👁34.8K↗ 打开X
Decision models now run on device in llama.cpp. Free, fast, private! llama serve -hf ggml-org/Kev-4B-GGUF https://t.co/ApnQQaKB4Z
“免费、快速、私密”是作者对端侧运行方式的概括,不是本期独立性能测试。
▲430New in llama.cpp: Decision ModelsResourcesr/LocalLLaMA · 112评论 · 链接↗
社区转发llama.cpp新增Decision Models;帖子本身未提供独立基准。

用途也开始从二元分类向搜索、重排和Agent动作选择扩展。TypeSafe展示Jev在长文档中搜索,Philipp Schmid则公开征集周末要试的决策模型用例。品类扩散很快,但每个窄节点仍要单独证明一致性、漏检率和成本。

@typesafeai2026-10-02♥418👁43.8K↗ 打开X
Jev can search 🔍 through a long document just like you would! 🕵️
引用@PageIndexAIInspired by @EGafni’s Twitter thread on combining Jev with PageIndex. We show how to build long-document search with @typesafeai Jev + PageIndex. No vector database. No embeddings. Open source: https://t.co/VI632bGe57 🧵👇 https://t.co/LRSJPdEv9W ↗
@_philschmid2026-10-02♥133👁10.7K↗ 打开X
Weekend plan. Decision models. What are your use cases and ideas?
💡 先选一个有明确真值的窄节点试端侧决策模型,固定输入集并记录一致性、漏检、延迟和资源占用;不要把“能在设备上跑”直接等同于“适合接管流程”。
2

多Agent从多开终端,走向任务板、持久团队与远程运行

昨日回声

回看2026-10-02:Agent控制面再往前一步:能写代码之后,必须能验收和恢复

昨天的关键词是验收与恢复,今天产品形态开始清晰。Yokka把Markdown任务清单长成一块Agent原生看板:Agent认领任务、更新进度、阻塞时提问,完成后交付PR链接;评论区马上出现用GitHub Issues、Discord线程和manager/worker结构自建同类系统的案例。

Hi Reddit, For my daily workflow I run multiple agents at the same time, and I kept facing problems where I lost the overview of what they we're doing or needed from me. I started experimenting with Trello. It worked okay, but didn't fully feel right for my …
热评 2 条
▲1 aaronkempf: I just use kanboard.org. It works EXACTLY like what I want. From what I've found all my AIs support it.
▲1 Acrobatic_You_3002: I ended up building something similar for myself, a small agentic OS: I drive it from my phone through Discord, every ticket gets its own manager agent with workers under it, and I see everything that happens in its Discord thread. GitHub issues are the ticket system, so each task keeps its own history of what was done and why. Also, Hermes kanban is very good for agent processes, worth a look if you want something r …
功能与工作流来自作者自述;评论里的替代方案说明需求并非单一产品制造。

GitHub新星榜上的OpenRig把Claude Code、Codex和Pi编成持久团队,六次上榜后当日新增683星;README强调角色、共享上下文和归属明确的工作。

mvschwarz/openrig+683/日 · 共4.5K★ · 15%/日 · 6次上榜TypeScript
Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.
当日+683星、总计4533星,均为榜单快照。

个人工作流也在补齐远程控制面。Danny Postma把笔记本、iOS和Hetzner上的Agent用Tailscale连起来,并准备给它包一层Kanban;Matt Pocock则提醒,GitHub Actions本身已经能提供沙箱、触发器、PR和基础可观测性。

@dannypostma2026-10-03♥369👁26.5K↗ 打开X
Finally found my ideal remote agent setup. Hetzner + Ocra Orca runs on my laptop, iOS and Hetzner server. I can start a project at home and continue in the go, without being afraid it breaks anything. All are connected via Tailscale so the server is secure + can serve me preview builds no matter where I am. I’m building a wrapper around it now that gives me a kanban task board and many more learnings from my previous AgentOS. Fun!
@mattpocockuk2026-10-02♥1.0K👁74.8K↗ 打开X
GitHub actions are a super easy way to get started with software factories 1. Essentially free sandboxes for public repo's 2. You already have a login 3. Create tickets (pieces of work for the agent to do) as issues 4. Use labels to trigger actions, which create PR's 5. Actions can apply labels, which create loops 6. Cron jobs (albeit not very accurate) for running daily jobs 7. Simple observability for seeing what went wrong Great for messing about with software factories before building them on your own infra
💡 评估多Agent控制面时,先验收五件事:任务归属、状态持久化、阻塞上报、可观测执行记录和最终证据。缺一项,多Agent只是把混乱并行化。
3

答案开始“编译”成网页、动画和一次性软件

交互

Karpathy给出一条很实用的输出阶梯:先要求受控语言,再要求图示,再要求交互网页,最后是为某个问题临时生成的讲解视频。他的核心判断不是“视频最好”,而是智能与代码变便宜以后,大量过去不值得制作的软件工件会变得可抛弃。

@karpathy2026-10-02♥44.1K👁5.0M↗ 打开X
We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks: Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better: Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better: Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better: Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work! In summary: - As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding. - Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.

社区已经在碰这个边界。HN有人给Opus 5.5一块模拟画布;Claude Code用户则让模型只用代码写出节拍、声音合成器和每一帧画面,没有调用音乐、语音或图像生成器。

热评 · BobbyTables2
I’m a bit behind the times… How does Opus actually paint? Thought it only generated text…
Show HN项目;讨论首先追问文本模型如何通过工具完成绘画。
▲317had claude make a song about how it wont stop saying LOAD-BEARINGBuilt with Clauder/ClaudeCode · 90评论 · 链接↗
if you use claude code you probably see this word ten times a day. it got stuck in my head so I had claude (Opus 5.5) code a music video about its own habit. no suno, no voice model, no image generator, no samples. the beat, the voices and every frame of the …
热评 2 条
▲39 unkownuser436: ![gif](giphy|zCIhx4xzAPn0s|downsized)
▲37 Overall_Ad_2125: holy shit this goes so fucking hard man
“零依赖、全部由代码生成”来自作者自报,成片不代表平均一次生成质量。

这也解释了为什么“解释Shazam如何工作”的定制视频会迅速传播:答案不再必须是一段可读文字,而可以是一个可暂停、可视化、可重跑的临时界面。

@tibo_maker2026-10-02♥5.3K👁351.6K↗ 打开X
"explain how Shazam works" I had no idea Karpathy is so right about this custom explainer videos will change education https://t.co/L3xjjdGEPn
引用@karpathyWe'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks: Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification … ↗
💡 遇到复杂解释时,先问能否把答案做成可检查的工件:交互图、模拟器、时间轴或代码驱动视频。把事实数据与表现层分开,才能重算、纠错和复用。
4

“模型被降智”开始有同提示对照,但仍缺服务端变量

昨日回声

回看2026-09-25:发布日口碑之外,用户开始要求模型给出稳定性承诺

Opus 5.5的“降智”争论终于出现一份比体感更强的材料:一位用户保留了9月23日的提示词、两张参考图和当日生成的Godot项目,10月2日在新工作区重跑同一输入,称新版出现渲染错误且完成度明显下降。

On launch day Opus 5.5 kindly took up residence on my Mac. I ran some tests before trusting it on my big projects, it passed with flying colours. Lander, a game by Elite creator David Braben holds a special place in my soul due to it being the first game I …
这是同一用户的前后对照,控制了提示与素材,但没有控制服务端模型路由、采样与系统提示等不可见变量。

更大的社区帖子以“nerfed”概括体验,拿到904赞和217条讨论;另一位用户则称Opus约三分之一时间会误解任务。两者都说明稳定性正在成为购买判断,但群体共鸣仍不能替代受控基准。

▲904Confirmed: Opus 5.5 has been nerdedHumorr/ClaudeAI · 217评论 · 链接↗
I haven't seen "load-bearing" since I stopped using Opus 5. EDIT: I meant "nerfed", not "nerded" 🤦
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 200 comments.** The overwhelming consensus in this thread is that **yes, Opus 5.5 has been nerfed.** The top-voted comments are all singing the same sad song: Anthropic pulled the classic 'bait-and-switch.' They release a god-tier model to get everyone to sub, then dial it back a week later to save on compute costs and make the *next* model's launch seem even mo …
▲389 TheMythicSorcerer: Drop good model, get users to use it, get people to buy more subs, nerf the model after everyone subs to save money, PROFIT! Think about the shareholders!
高热度情绪样本;自动生成的评论摘要也不能当作能力测量。
@petergostev2026-10-02♥90👁5.2K↗ 打开X
Opus is a good model, but the difference to Fable is that it gets the wrong end of the stick maybe 1/3rd of the time and I don't ever remember Fable doing that
“约三分之一”是作者个人记忆,不是统计实验。

相反方向的样本也存在:Shpigford称升级到Opus 5.5后,从四份高档订阅降到一份仍产出更多。模型体验可能因任务、档位、负载和工具环境而分化,不能用单一叙事盖过去。

@Shpigford2026-10-02♥25👁1.8K↗ 打开X
since opus 5.5 i've gone from four 20x max subs to one and arguably have produced more. absolutely phenomenal.
💡 为关键流程保存一组私有回归样本:固定提示、输入、工具版本、模型档位、运行时间和评分规则。看到退化时先复现并记录,再判断是模型、负载、路由还是环境。
5

分发库存继续产品化:创作者网络、真实外链与买家管道

昨日回声

回看2026-10-02:流量不是终点:TrustMRR与Outrank都在把分发做成库存

昨天TrustMRR和Outrank都在把流量做成可交易库存,今天这条线分成三种网络。Relay称输入网站后可生成内容并分发给5万名创作者;Brett From DJ判断UGC代理机构会直接感到压力,Dan Kulkov则把它包装成一个每月收客户2000至5000美元的代理服务模板。

@BrettFromDJ2026-10-01♥107👁47.6K↗ 打开X
UGC agencies might be cooked. This tool turns your website into content and gets 50,000 creators to post it. Pretty sure they're coming for the entire category. 😅
引用@klashsarmaToday we’re introducing Relay We raised $20M from Google, Point72 & the founder of Reddit to build it. 1) Drop your website 2) Relay will create your content 3) Automatically distributes to our network of 50,000 U.S. creators 4) Drive millions of views and … ↗
5万名创作者与产品能力来自被引用的Relay发布内容,本期未独立核验。
@DanKulkov2026-10-01♥7👁1.2K↗ 打开X
launch your content agency today > no creative team > no creator sourcing > no distribution ops Relay turns a client’s website into a brand book and content library in under 30 seconds. approved posts go to 50,000 human creators. every result gets tracked. here’s the business: 1. sell content testing to app founders, ecommerce brands and consumer startups. 2. charge $2k–$5k per month (relay costs $99 per month) 3. relay handles the research, content, distribution and tracking. you handle approvals. 95% will read this and continue to scroll lmao
引用@klashsarmaToday we’re introducing Relay We raised $20M from Google, Point72 & the founder of Reddit to build it. 1) Drop your website 2) Relay will create your content 3) Automatically distributes to our network of 50,000 U.S. creators 4) Drive millions of views and … ↗
收费区间是转发者建议的代理商业模式,不是Relay公布的客户收入。

Outrank则给出另一份自报数据:1625个站点申请售卖外链,138个入选;8周完成222次placement,159个已上线,其中158个为dofollow,中位发布时长2.1天。它强调卖的是有真实Google流量的网站,而不是互换链接。

@tibo_maker2026-10-01♥88👁9.2K↗ 打开X
a few weeks ago, a lot of people on here called Outrank a link farm I was annoyed, but then I went and read every single reply and some of it was fair to get backlinks from our exchange, you had to host other people's links on your own site and SEOs don't trust that kind of loop for good reason 👀 so for the last 8 weeks we've been building the opposite you don't host a single link anymore a real site writes a full article on its own blog with your link in it, and we pay that site in cash through Stripe, not credits you can even get a listicle on a real blog with your product ranked #1 the hardest part was deciding who gets to sell 1,625 sites signed up but only 138 made it in to qualify, a site needs: - DR 30+ - 100+ clicks a month for at least 3 months - Search Console connected, so we can see its real Google traffic then it has to pass a content check, and 220 sites failed that one alone since August we've done 222 placements 159 are live, and 158 of those are dofollow the median time from order to published is 2.1 days I care this much about "real" because ChatGPT and Perplexity cite the sites people actually read. nobody reads a PBN, so nobody cites one either my bet is that AI search ends up rewarding fewer links from sites with real readers https://t.co/Ofokzg1sHZ
站点数、发布数和时长均为创始人自报;没有第三方转化或排名结果。

TrustMRR在需求侧继续补买家工具:创始人自报月独立访客23万、环比增长30%,51%访客回访;同时加入收藏、文件夹和交易进度管道。

@marclou2026-10-01♥170👁13.6K↗ 打开X
TrustMRR now has 230K monthly unique visitors. +30% vs. last month 51% of visitors return, and they visit an average of 4.6 pages per session. https://t.co/zXLi5raDgu
流量与回访数据为作者自报的网站分析数据,不等于成交量。
@marclou2026-10-01♥192👁19.2K↗ 打开X
I added a new acquisition pipeline for buyers of TrustMRR: ❤️ Save startups 📁 Group by folders 🤝 See ongoing deals If you're a user, please let me know what's missing? Thanks! https://t.co/ZhnlNeDGvW
💡 看分发产品时,把库存、匹配、交付和结果拆开计量。网络规模只是供给,真正决定价值的是筛选标准、可追踪交付和客户最终获得的转化。
6

SaaS不是消失,而是开始搬进Agent的harness

产品

HN一篇文章把趋势概括得很激进:每个SaaS都会变成模型外的一层harness。更可用的版本是,软件价值正在从独立聊天框后移到数据、权限、状态、工具和可靠执行。

标题是作者观点,不是行业已经完成的事实。

独立开发者已经在押这个入口。Andre Boso认为很多SaaS会变成AI Agent里的应用,并提出“AI商店优化”可能成为新的营销面;OpenAI开发者账号则用一句话描述Dots:跨应用保持上下文、协调Codex任务、只把需要注意的事交给人。

@theandreboso2026-10-01♥26👁1.9K↗ 打开X
I think most SaaS will be apps inside AI agents within a few years. OpenAI now lets plugins ship their own UI in ChatGPT. Founders I've talked to got a wave of installs when they launched their plugin. I also think that if this is true the next big thing in marketing might be AI store optimization.
“安装浪潮”来自作者与创始人的交流,不是公开平台统计。
@openaidevs2026-10-02♥576👁61.1K↗ 打开X
Your dot learns how you work, keeps context across apps, coordinates Codex tasks, and flags what needs your attention.
引用@dkundelSaw some asks about whether you should use dots or Codex. In reality they work great together! My dot is now my favorite way of using Codex. Less mental overload and the proactiveness is a lifesaver https://t.co/5KQQi89KEA ↗

反例同样重要。Reddit用户批评Microsoft拥有最适合Agent的企业软件表面,却只是把聊天框贴得到处都是。入口本身不是护城河;如果没有跨应用状态、明确动作和可靠反馈,Agent化只是在换皮。

▲42Microsoft is cosplaying AIDiscussionr/artificial · 43评论
Today I tried (forced myself) to use Microsoft Copilot at work and whew what a wake up call. The thing that stuck out to me most is that Microsoft has the most agent worthy surfaces especially in the workplace and could have done something really special with …
单个企业用户的体验与观点,不代表Copilot整体用户群。
💡 判断一个SaaS是否适合进入Agent入口,先找它拥有的独特状态、权限与动作闭环。只有聊天与生成,没有可验证执行,就只是把旧界面塞进新壳。

⚡快速扫过

一句话+原文,扫完即可。
levelsio重试半年前失败的Web版Urban Terror:他称Opus 5.5仍没解决,Fable 5.1最终定位到4字节结构偏移并修好。旧项目可以成为新模型的真实回归集。
@levelsio2026-10-02♥56👁9.1K↗ 打开X
I keep going more niche with reverse engineered web-based versions of games 👉 https://t.co/MohU4A8Zel 👈 6 months ago I tried to reverse engineer Urban Terror Urban Terror was kind of a Counter-Strike style mod on top of the Quake 3 Arena engine, I think @Erwin_AI got me to play this during … 全文↗
“我现在做东西比产生新点子还快”拿到2400多赞。生成吞吐提高后,产品选择与判断反而成为稀缺项。
@levelsio2026-10-02♥2.4K👁75.9K↗ 打开X
It's such a weird experience that I can now build things faster than I get new ideas for things
Screen Studio称其敏感信息扫描会逐帧查找邮箱、信用卡号和API key,一段20秒录像在M3 Mac上约分析6秒;数字为作者自报。
@pie6k2026-10-02♥156👁15.1K↗ 打开X
Screen Studio can now automatically mask sensitive data of any kind. It scans every frame of your video looking for emails, credit card numbers, API keys, etc. It takes ~6s to analyze an entire 20s-long recording on an M3 Mac. Face masking (avatars, etc.) is coming soon too. … 全文↗
Dan Kulkov自报9月iOS应用收入4458美元,环比下降11%,ARPU下降6.8%,转化率反而提高1.4个百分点。收入变化必须拆指标看。
@DanKulkov2026-10-01♥4👁375↗ 打开X
💸📱 my ios apps made $4,458 in September > 11% decrease to August :( > ARPU is 6.8% down :( > Convert is 1.4pt higher :) > 🇺🇸🇩🇪🇬🇧🇳🇱🇲🇽🇧🇷🇦🇺🇨🇦🇯🇵🇦🇹 tracked with ActivationPal Wrapped free to use! https://t.co/mfrcguFtQc
一位开发者把iPhone 17 Pro Max接成MacBook的第二块GPU,自报Qwen 3.8 27B预填充快29%至44%;帖子同时主动更正了手机端展示口径。
\*\*DISCLAIMER\*\* THE PREFILLING TPS SHOWN ON THE PHONE IS COMPUTED ONLY FOR THE LAYERS IT HOLDS. ALREADY FIXING IT TO SHOW END-TO-END PREFILL RATE. NUMBERS BELOW ARE ACCURATE FOR E2E PREFILL RATE. Every file or tool result my agent reads on a 24 GB M4 Pro …
热评 2 条
▲1 WithoutReason1729: Your post is getting popular and we just featured it on our Discord! Come check it out! You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
▲630 Dharma_code: Here we go, the prices of cellphones are going to skyrocket thanks to OP
Qwen3.8-27B-Humanlike-Chat作者根据上一版700多赞、4.4万下载后的批评补上工具调用与指令跟随。公开反馈变成了模型迭代清单。
Last month I posted a Qwen3.8-27B LoRA that makes it talk like a person instead of an assistant. It got a lot more attention than I expected: 700+ upvotes, 248 comments and 44k downloads since. I read every comment. People really don't like assistant speak, …
热评 2 条
▲331 DrunkenRobotBipBop: How lonely are you feeling on a scale of 1 to 10?
▲156 norenEnmotalen: hey,you-up-3.8-27b-gguf
一个学生实验把错误答案表与“不要使用”指令同时放进上下文:可见错误表时匹配率47/75,移除后1/75。作者明确承认样本小且不能证明意图。
This was my first experiment of this kind - I'm a CS undergrad, and I ran it because the result genuinely surprised me. Methodology criticism is very welcome. **Setup:** I gave an LLM a question bank plus a *deliberately wrong* answer key, with instructions …
一位企业开发负责人称接入Claude后,原本按周排的Sprint几天就清完,产品管理开始供不上任务。生成速度会把瓶颈推到需求准备。
I lead the development team of a few enterprise systems mostly based around Python/Typescript, processing data at scale, with a ton of dev ops and micro services. At the title say, things are getting awkward. Sprints get cleared in days instead of weeks. …
一个Chrome扩展上线数周几乎零安装,作者准备放弃时收到首笔陌生人终身付费。它证明有人愿付钱,还没有证明渠道或留存。
Built a Chrome extension about 6 months ago, originally just for myself — I write a ton of email for work, and I was tired of grammar checkers that fix typos but don't fix the actual problem: sounding like the wrong person. So I built something that rewrites …
HN最高热度法律话题:法院同意EFF观点,认为犹他州VPN相关要求在技术上不可实现;讨论焦点是平台能否可靠识别VPN连接。
热评 · SoftTalker
> platforms are left with an impossible choice: completely block all VPN traffic nationwide or withdraw access from Utah entirely Is it even possible to reliably know that a connection is from a VPN? Anyone can proxy through a random hosting provider.
Apple发布Pass Designer并拿到HN 400多分。系统原生的窄工具仍能获得强关注,不是一切都必须从通用Agent入口开始。
▲425Apple Pass Designer262评论 · HN↗
热评 · frabert
Haha this is bizzarely specific to my back-of-the woods brain. Feels like something that would be super relevant to someone in San Francisco but not as much to me
FLUX 3 Image登上HN前列,最高赞评论首先感谢开放权重计划。图像模型竞争里,可部署性仍是一等信号。
▲345FLUX 3 Image75评论 · HN↗
热评 · Grimblewald
looks cool, eternally greatful these models are marked for open weight releases. Pretty excited
Supabase宣布收购Turso,HN 200多分、107条评论。数据库产品继续向更完整的开发者控制面聚合。
Greg Kroah-Hartman谈“LLM时代的安全”冲上HN;最高赞评论整理的案例提醒:大量自动漏洞报告会混入无细节、已修复和虚构内容。
热评 · usernomdeguerre
Greatly appreciated the candor. I've included a few slides into text that i thought were eye-opening to me: From his Kernel Recipes 2026 slide on Mythos ``` Mythos's 79 vulnerabilities: 24 - no detail at all "something crashed" 14 - not a bug at all 3 - totally made up data 15 - already fixed in latest release - 11 by others - 4 by anthropic 20 - fixes were needed - 7 "assume a malicious filesystem image" - 2 "assume you can inject a malicious network packet into the middle of the stack" - 2 "NO …
Apple更新macOS Full Disk Access,HN与r/apple同时升温。Agent权限正在从提示约束落到操作系统授权面。
Zig 0.17.0发布,HN获得248分、173条讨论。AI热榜之外,基础语言生态仍有稳定注意力。
▲248Zig v0.17.0173评论 · HN↗
热评 · ErenayDev
yoinks连续两天上GitHub新星榜,当日新增623星:把yt-dlp与ffmpeg包成一个无广告、可选清晰度的终端下载器。
pablostanley/yoinks+623/日 · 共3.7K★ · 17%/日 · 2次上榜TypeScript
yoink any video from your terminal. no shady ads.
Omarchy设立10万美元HackerOne漏洞赏金,并任命安全负责人。个人色彩强的开源项目也开始补正式安全响应机制。
@dhh2026-10-02♥1.6K👁62.4K↗ 打开X
Omarchy now has an official bug bounty program on HackerOne! The Omacom Foundation has funded it with $100,000 for bounties, and we've promoted @mdisec to Omarchy Core as our Head of Security. https://t.co/CEODf0leTA

📰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 · 2OEH8eoCRo0
I love this and thought I was being trolled when I noticed it trending.
热评 · electroglyph
Welcome to Costco, I love you.
热评 · SimplyUnknown
For a longer read, I can highly recommend the book "The Man from the Future" by Ananyo Bhattacharya. It's quite an easy read and extensively discusses the life and discoveries by John von Neumann in chronological order.
热评 · tocs3
Amazing. Scrolling down one of the comments has an animation of starts around the center of the Milky Way. I have seen a few short ones of nebulae. There should be much much more of this sort of thing. I appreciate that scientist are not always after the pretty pictures. They can be expensive, do not always give the data needed, and the experiments do not always produce data that has obvious pretty picture potential. Still, for the average non professional scientist (me) the pictures are about a …
▲270Sites in ChatGPT253评论 · HN↗
热评 · digitaltrees
Could you just be an API to serve intelligence instead of moving into the app layer and putting your clients out of business. How much wealth and power do you need to accumulate seriously?
ChatGPT Sites讨论很热,最高赞评论担心平台进入应用层与客户竞争。
热评 · dyauspitr
So chronic stress is one of the main contributors to aging. I hope I make it to my 40s. Do we currently have the ability to do targeted methylation or de methylation at sites in cells?
热评 · doctorpangloss
the problem is the dsv4 checkpoint so quantized isn't very good
Redis创始人的本地模型工具ds4;最高赞评论质疑其量化后的实际质量。
热评 · throwaway2046
Nice to see Newgrounds is still alive and more or less unchanged since its early days. With so many of the creative spaces online becoming highly censored hellholes, having a more laissez-faire platform is a breath of fresh air.
Home Assistant改名其云服务,讨论的是“cloud”一词被大厂产品体验污染。
▲195Muse Gadgets85评论 · HN↗
▲187AI Makes Me Sad224评论 · HN↗
▲109Everyone's Packing Up97评论 · HN↗
🚀 Show HN(独立发布,共9个)

👽Reddit

需求侧(SideProject/indiehackers/SaaS)+ AI风向(LocalLLaMA/ClaudeAI/OpenAI/ChatGPTCoding/artificial),各sub当日top。热评可展开。
r/SideProject
I'm a trained architect, and as a long-term side project, I've been building a game that combines accurate floor planning with real-time 3D design to make architecture much easier to create than with traditional CAD software. What you can do: 🏠 2D floor plans …
热评 2 条
▲129 Novel_Plum: Holy Jesus, this is one of the coolest games I've ever seen!
▲45 daisypunk99: Gonna need physics, PE approvals, and the ability to age the house 10/20/50 years to catch settling/foundation issues (great job!)
My GF and I both work full time, and we kept eating out way more than we wanted (we both have a few extra pounds to show for it). I enjoy cooking, but I realized there's so much friction around making a meal: finding the recipe I cooked months ago, messy …
started as a snake on my own profile readme. the existing contribution snakes just sweep across the graph, so i rewrote it as a real game of snake: pathfinding, no self collision, growth, a "commits eaten" counter. one python file with no dependencies, runs …
After Photon exploded on reddit and X I kept getting DMs for a Lightroom alternative. That's how Light Studio came to life, a fully featured Lightroom alternative. I already had the parts that …
r/SaaS
One thing I hated about job searching was opening 20 different job boards and searching the same roles over and over again. LinkedIn, Indeed, company career pages, filters, keywords, location… Then after all that, you still have to figure out which jobs …
热评 2 条
▲33 CaffeinatedTech: Does it pre-reject you as well? That would save some time.
▲4 Unlikely_Ad8441: What happens with my personal data, is it stored, protected?
What usually happens when I have an idea is I do some research to see if anyone else is doing it, and unfortunately every time I manage to find at least a few options out there already. It just doesn’t feel worth it to work on something that already has …
热评 2 条
▲7 AfternoonKey8292: Existing competitors aren't a dealbreaker. The harder question is whether a specific group of customers has a reason to choose your product over what's available. The loop you're describing leaves no room for a good idea: a successful competitor disqualifies it, and an unsuccessful competitor disqualifies it too. Plenty of founders wrestle with that. A competitor's existence gives you something to investigate, but it …
▲3 Budgetapps_Corp: Yea that’s really common, happens to me all the time. Ive found reality is that alot of the current products out there can easily be replaced/overtaken aslong as theyre not bigger brands running lots of ads. Most of the smaller apps are half asked and not running any sort of ads. If you do one promo or pay an influencer to show off your app your likey to overtake the crappy small apps.
▲19Guys how is my launch videor/SaaS · 28评论 · 链接↗
made this launch video for yaku ai,how is it?
Been working on something a little different lately. I’m building a **3D virtual Silicon Valley** where companies and startups actually exist as buildings across different districts: AI, Developer Tools, Fintech, Consumer Tech, etc. The interesting part is …
Hey guys we have tried to make it live , how's the screen looking now ?
r/LocalLLaMA
▲653Does anyone know if any new releases from Mistral are planned?Question | Helpr/LocalLLaMA · 324评论 · 链接↗
It’s been a long time since the last models came out. I notice they are selling GLM on the site, and I wonder if they are developing something, given the long silence.
r/ClaudeAI
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 200 comments.** **The overwhelming consensus is that this CEO is an insufferable "LinkedIn influencer" who is either lying or incredibly inefficient.** Users are pointing out that if you need 34 AI agents and still work until 5 AM powered by Diet Coke, you're not flexing productivity, you're flexing burnout. This is a huge source of salt in the thread, with many …
▲635 InterstellarReddit: Our company wants us to do this but with a $50 budget per person per month
Hey everyone, this is my first time posting here and it's a bit of a longer loaded one. Background on myself: I'm a college senior with my time spread across classes, gym / health, networking, learning AI, and more. My current stack: Claude (Pro …
I built **Claude Fables**, a mod for the Claude Code desktop app. While Claude works, it watches each tool call and each line Claude says. Every few seconds it retells the latest moment as a short art scene in the band above the prompt. A bug hunt becomes a …
r/OpenAI
▲1880PewDiePie is trying to distill GPT-SolDiscussionr/OpenAI · 377评论 · 链接↗
he has been trying to build a local model by learning from GPT-Sol’s responses. He says OpenAI banned his account twice during the process. Irony is OpenAI’s own models were trained on vast amounts of information from the open web. So where do we draw the …
热评 2 条
▲1173 AllergicToBullshit24: No AI lab ever gets to complain about distillation being theft when they stole the entirety of human knowledge & creative expression without consequence or compensation. At least when their models get distilled they get paid for the usage. The hypocrisy is absurd.
▲354 Fancy-Plenty6712: AI companies are complete hypocrites. One rule for them another for anyone else. They have some fucking cheek complaining about distillation.
PewDiePie蒸馏GPT-Sol引发双重标准争论;帖子是转述,未提供平台条款全文。
热评 2 条
▲200 theaveragemillenial: I thought this was going to absolute meta and the guy would be the AI.
▲126 brunocborges: It is easy to spot AI when the stakes are low. Just ask blatantly awkward questions. The question is how to check it is, when stakes are high, such as in a job interview.
▲244Truly groundbreaking stuffMiscellaneousr/OpenAI · 23评论 · 链接↗
@ PeterJ\_Walker on X (OpenRouter employee)
https://preview.redd.it/itgu3t9284th1.png?width=750&format=png&auto=webp&s=db62e0437d1e190d130794c9df9fe73b3b557791 GPT-6.1 Sol is our most demanded model pretty much ever both across both the API and subscriptions. Within ChatGPT & Codex, we were under heavy …
▲74Global reset in 45 minutenNewsr/OpenAI · 137评论
Yes, I’m still using IE7!
r/ClaudeCode
▲156My workflow as product and process ownerTips & Workflowsr/ClaudeCode · 48评论 · 链接↗
Someone in another thread asked me to share more about my workflow. Before writing this wall of text in a comment I thought I share it this way. Maybe someone else finds it interesting or useful. Even though I have 25+ years experience as a software developer …
热评 2 条
▲9 Odd_Cauliflower_8004: you are going to love this then https://github.com/llopresto87/Cypress
▲6 Im_Working_Right_Now: As a Product Manager by trade, I love this and have started naturally gravitating towards this. Today I had Opus redesign how we're going to implement this feature it's working on by breaking it up into vertical slices instead of touching things that were spread across multiple slices. We've been working in a slice -> handoff -> clear the session -> start from handoff flow with Opus staying as the main lead and using …
25年开发者把自己从写码者改成产品与流程负责人,提供多团队Agent工作流。
▲114The app I Dreamed of. Thank Opus 5.5Built with Clauder/ClaudeCode · 64评论 · 链接↗
I've wanted this app for years: one place to log anything about my life (coffee, mood, sleep, a run, a line about my day), in one tap, with no account, no ads and no streak counter guilt-tripping me. Nothing out there fit, so I built it. The fun part: I built …
curious how far people here have taken vibe coding with claude code. what's the biggest or most complicated thing you've tried building with it, and how far did you actually get? would love to hear what the project does, which model you used, and whether it's …
That is how I started this project. It builds a relationship graph of all the code modules, showing everything that has been and is being changed, and how each part relates to itself. So, instead of navigating 30 different code files, you can just follow a …
用本地代码关系图同时服务人和Agent;性能与效果均为作者自报。
▲47Claude Code mods are coolBuilt with Clauder/ClaudeCode · 7评论 · 链接↗
New Claude Code mods are pretty cool, here's something I did. Watch my usages get shredded when I asked for git status on Sonnet lol (just did it for demonstration purposes). It shows usage meters, cache timer, with a cool cartoony claude animation with …
r/artificial
热评 2 条
▲52 JellyTwank: Not just the insiders! What an idiot.
▲29 artifex0: For those who don't know, "superintelligence" (not "super intelligence") is a term that has been used by AI researchers and futurists for about twenty years to describe a specific kind of speculative AI technology that comes after AGI. It's an important idea in AI safety debates because developing something like that would be a lot more dangerous than our current LLMs, and might be the end result of RSI. Trump demand …
热评 2 条
▲124 Deliteriously: I love that OpenAI basically argues that they should be exempt from copyright laws after scraping the entirety of the internet, but if someone uses their bot to train their another model, IP suddenly matters and it's hands off.
▲13 anthropicagiuser: i ran a small model on my home pc last month. slow, but it worked fine. who gets to decide what training data is ok?
▲33Facebook feed is now majority AIDiscussionr/artificial · 25评论
I am 35 and still occasionally go on Facebook. The feed, over the years, has moved away from showing friend content and moved toward showing creator content. I've noticed a shift in the last few weeks where the majority of posts are AI. Some are obvious, but …
I've been looking into AI moderated research interviews and the basic question/answer part seems straightforward enough. What I’m more interested is what happens when someone gives an answer nobody anticipated. I watched a bit of how Qualitate approaches this …
▲27Star Trek & AIDiscussionr/artificial · 33评论
I am a fan and not an expert but I always wondered why AI (and robots) were not more of a force in Star Trek...and yesterday, reflecting on how amazing and damaging this technology is I was thinking maybe they made a choice as an advanced humanistic society …

🔎值得深挖

  • 多Agent控制面的最小数据模型值得研究:任务、租约、状态、阻塞、证据与人工批准分别应该如何持久化
  • 一次性软件作为答案格式值得研究:哪些解释任务真正从交互页或视频受益,怎样保留事实来源与可复现性
  • 模型稳定性基线值得研究:客户端能控制哪些变量,服务端路由与系统提示不可见时如何设计可信回归测试

📖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
Andrej Karpathy@karpathyAI4.3M粉 · 2条两条高密度内容:把答案升级为临时软件工件,以及用经纬度测试模型世界知识。
@karpathy2026-10-02♥16.0K👁981.3K↗ 打开X
Cool eval. Simply ask an LLM “Land or Water?” and give it a latitude and longitude coordinate as text. Ask 16,200 times, plot as image. The models know. From compressing the internet.
引用@celestepoastsresults for all claudes https://t.co/bS5jvCC2YJ ↗
用16200个经纬度问“陆地还是水域”,把模型压缩知识画成图。
@karpathy2026-10-02♥44.1K👁5.0M↗ 打开X
We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks: Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better: Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better: Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better: Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work! In summary: - As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding. - Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.
从文字到一次性网页和视频,定义了本期“答案格式”主线。
Tibo@thsottiauxAI783.6K粉 · 10条处理Pro 500重置异常、播报Dots增长,并公开用Dots清理邮箱的进度。
@thsottiaux2026-10-03♥2.3K👁98.0K↗ 打开X
Fortunately our future models will be much better at code deletion and simplification. Just in time
@thsottiaux2026-10-03♥2.2K👁258.8K↗ 打开X
All fixed. Surprising number of Pro 500 users on here.
引用@thsottiauxSeeing some reports that the Pro 500 didn’t get the reset as expected earlier. Investigating and will make up for it ↗
@thsottiaux2026-10-03♥2.0K👁393.8K↗ 打开X
Seeing some reports that the Pro 500 didn’t get the reset as expected earlier. Investigating and will make up for it
Pro 500重置异常被调查,随后称已修复并补偿。
@thsottiaux2026-10-03♥2.8K👁262.7K↗ 打开X
Pretty sure there are more dots than bots already in this little world. Cool thing is that we’re improving them everyday and they learn directly from your feedback.
@thsottiaux2026-10-02♥8.1K👁647.7K↗ 打开X
Reset all propagated. Enjoy.
引用@thsottiauxGlobal reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days. ↗
@thsottiaux2026-10-02♥2.1K👁616.1K↗ 打开X
Down to 6110 unread from the over 9000 unread emails just earlier. Will get to inbox zero with clean filters within the next 48 hours. Dot has accepted the challenge.
引用@thsottiauxYou can ask your dot to "create a pet and set it as your avatar". It can be based on an idea, an image or pretty much anything. Here is my dot https://t.co/OhwcfuwfQJ ↗
@thsottiaux2026-10-02♥2.7K👁1.0M↗ 打开X
You can ask your dot to "create a pet and set it as your avatar". It can be based on an idea, an image or pretty much anything. Here is my dot https://t.co/OhwcfuwfQJ
@thsottiaux2026-10-02♥19.7K👁3.8M↗ 打开X
Global reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days.
官方承认前两天负载尖峰,并预告付费账户全局重置。
@thsottiaux2026-10-01♥5.2K👁813.2K↗ 打开X
Damn WiFi
引用@OpenAIDevsdots demo. Now... with better WiFi. https://t.co/ucMH7SI1vj ↗
@thsottiaux2026-10-01♥9.9K👁2.1M↗ 打开X
Because usage on your primary dot is virtually unlimited at the moment, I can’t really give a reset. I need to come up with something new fast.
▸ 折叠1条(转推/噪音)
转推2026-10-01 RT @OpenAIDevs: You can finally close your laptop now and your agents will keep working. Codex cloud environments are here. Reusable envi…
Sam Altman@samaAI6.3M粉 · 6条为Dots背书、回应Cerebras合作,并称Sol在高负载后速度改善。
@sama2026-10-03♥14.6K👁741.3K↗ 打开X
The contrast between hanging up the last phone call of the day of high-stakes decisions and then a minute later walking in the door to the pure love of small children who want to laugh and play and show you every discovery they made that day is the strangest and best thing I have ever experienced in life.
@sama2026-10-02♥6.3K👁863.6K↗ 打开X
There is some speculation about our partnership with Cerebras. Cerebras is a close partner, and we have a deep engagement pushing on the frontiers of speed.
回应Cerebras合作传闻,确认深度合作聚焦速度,未披露交易细节。
@sama2026-10-02♥7.1K👁633.3K↗ 打开X
dot is my favorite openai product so far! it is amazing to me that each day it feels noticably better as it learns more of my workflow and style. having it do the stuff i don't like doing--and usually just builds up as a gravity well of dread--has me very happy.
sama称Dots是其最喜欢的OpenAI产品,明显属于高管背书。
@sama2026-10-01♥4.2K👁866.2K↗ 打开X
You should be able to use your AI subscription wherever you need:
引用@vigysoI am going to try and answer a bunch of questions that people have raised about Sign in with ChatGPT in the next couple of days. Before that, I want to let you all in to why we shipped Sign in with ChatGPT (SIWC) in the first place. Clarify our intentions … ↗
@sama2026-10-01♥11.1K👁659.2K↗ 打开X
Also, 6.1 Sol was our fastest-growing model ever, and was a bit slow under load. Should be much better now!
Sol高负载后提速的官方口径。
@sama2026-10-01♥4.4K👁408.3K↗ 打开X
DevDay was really fun, the builder energy was crazy Still wild to me to see people making whole startups in a day
Claude@claudeaiAI1.8M粉 · 1条推广Sonnet 5.5设计能力与限时50%用量优惠。
@claudeai2026-10-01♥7.6K👁1.2M↗ 打开X
For two weeks, start a design, deck, or doc in the Claude app, and the work that follows in that conversation uses 50% less of your usage limits. Give it a try with Claude Sonnet 5.5. It has a strong eye for design and builds slides that need minimal editing.
引用@claudeaiYou can also now make decks, docs, and designs in your conversation. Draft the one-pager in Claude Docs, turn it into a deck with Claude Slides, and mock up a matching visual in Claude Design, all from one place. https://t.co/Y0JaJGT3G8 ↗
Claude设计、文档与幻灯片会话限时50%用量优惠。
Matt Pocock@mattpocockukAI361.0K粉 · 9条继续输出Agent工程技巧:会话回顾、GitHub Actions工厂和可调试环境。
@mattpocockuk2026-10-02♥210👁23.2K↗ 打开X
In 23 minutes!
引用@mattpocockukSuper excited to be interviewing @poteto, live, in ~48 hours on YouTube. We'll be nerding out about skills, high-velocity software factories, and learning SOTA techniques for shipping with agents. This Friday - 9AM PT. Don't miss … ↗
@mattpocockuk2026-10-02♥579👁49.5K↗ 打开X
Prompt of the day - useful, or annoying?
引用@mattpocockukPrompt of the day: /retro read my last 10 coding agent sessions and find ways to make my repo easier to navigate. Find where agents take too long to find relevant information, or rely on out-of-date docs. Improving navigability is such an underrated way to … ↗
@mattpocockuk2026-10-02♥194👁29.3K↗ 打开X
It's filming day for the new course. The ginger beard has reached a critical juncture. Do I keep it for my November cohort? I am genuinely ambivalent. It's itchy. Poll below. https://t.co/y29XfvNMg2
@mattpocockuk2026-10-02♥4.0K👁194.9K↗ 打开X
Prompt of the day: /retro read my last 10 coding agent sessions and find ways to make my repo easier to navigate. Find where agents take too long to find relevant information, or rely on out-of-date docs. Improving navigability is such an underrated way to save tokens.
让Agent回顾最近10次会话、找导航摩擦,是低成本改仓库的方法。
@mattpocockuk2026-10-02♥1.0K👁74.8K↗ 打开X
GitHub actions are a super easy way to get started with software factories 1. Essentially free sandboxes for public repo's 2. You already have a login 3. Create tickets (pieces of work for the agent to do) as issues 4. Use labels to trigger actions, which create PR's 5. Actions can apply labels, which create loops 6. Cron jobs (albeit not very accurate) for running daily jobs 7. Simple observability for seeing what went wrong Great for messing about with software factories before building them on your own infra
把GitHub Actions当软件工厂入门控制面,清单具体。
@mattpocockuk2026-10-01♥634👁47.7K↗ 打开X
A: an agent with access to a debuggable/clickable dev server B: one without I'd argue that the difference between A and B is bigger than most models Fix the environment your agent runs in
可点击、可调试开发服务器对Agent效果的影响可能大于模型差异。
@mattpocockuk2026-10-01♥253👁61.8K↗ 打开X
Is anyone doing CRAP scoring in TypeScript with Vitest? Is it possible? What are you using?
@mattpocockuk2026-10-01♥2.7K👁206.9K↗ 打开X
Started doing this. Very useful for when you're dictating out a bunch of stuff and you can only half-remember what you've said. I prefer a 5-word version: Restate my intent before continuing
引用@potetothis has become one of my most used prompts recently: > restate in your own words what you think my goals are and what the problem i'm trying to solve is ↗
@mattpocockuk2026-10-01♥953👁82.8K↗ 打开X
Me, 2020: ugh this code sucks, let me fix it while I'm here Claude, 2026: let me copy the prior art in the repo so the codebase stays consistent
▸ 折叠1条(转推/噪音)
转推2026-10-03 RT @poteto: i had a lot of fun chatting with @mattpocockuk today about how i was able to land 2,500 PRs last month! Matt is a wonderful int…
Thariq@trq212AI359.4K粉 · 4条推广Claude Code Mods的可塑性,并展示让Claude做动画编辑器。
@trq2122026-10-02♥1.3K👁128.9K↗ 打开X
"You should know" is a great way of staying on top of what's possible with Claude and also a great example of the kind of things mods enable. You can really make Claude Code yours.
引用@ClaudeDevsWe're adding a new plugin to Claude Code: You should Know. It scans Claude's output for important information you might miss to help keep you in the loop. Enable it with: /plugin enable cc-plugin-you-should-know@builtin https://t.co/A4byi4Q9Df ↗
@trq2122026-10-02♥2.9K👁161.0K↗ 打开X
Been trying to up the level of quality in animation in my game prototype, so been getting Claude to teach me & find references. I asked Claude to make an animation editor where we could iterate on the jump, I'm really happy with how it came out. Here's a side-by-side video https://t.co/OkFMX2TMzF
让Claude制作动画编辑器来迭代游戏跳跃动作,是工具自生成样本。
@trq2122026-10-01♥1.2K👁110.5K↗ 打开X
I usually write for developers but I'm aiming my next post at leaders of companies trying to navigate the change of AI coding agents what's something you wish your leadership would get about agents? or if you're running a company- what problems are you running into?
@trq2122026-10-01♥2.8K👁360.3K↗ 打开X
all software is becoming malleable, so it was important for us to support this as a first class citizen in Claude Code, I hope more and more software becomes extensible like this! here are some of what I'm most excited about with mods:
引用@ClaudeDevsYou can now mod Claude Code: - Change how it behaves - Customize the UI - Swap in your own features Write one with a few lines of TypeScript, or have Claude build it for you. Mods ship inside plugins, so you install them with /plugin in the CLI or desktop … ↗
Claude Code Mods把可塑软件作为一等能力。
SpaceXAI@spacexaiAI2.1M粉 · 2条Grok 4.7进入Gemini企业Agent平台,并在Ramp Router限时折扣。
@spacexai2026-10-02♥933👁102.0K↗ 打开X
Try Grok 4.7 in Ramp Router, now 50% off until October 6th
引用@ramprouterGrok 4.7. 50% off until October 6. We partnered with @SpaceXAI to make your token spend go further. Get your API key at https://t.co/RitfClHDat. https://t.co/GkHTicZ1Gy ↗
Grok 4.7在Ramp Router限时五折至10月6日。
@spacexai2026-10-01♥1.3K👁103.4K↗ 打开X
Grok 4.7 is now available on the Gemini Enterprise Agent Platform https://t.co/AdWgDF8Y2v
Grok 4.7进入Gemini Enterprise Agent Platform。
clem 🤗@ClementDelangueAI714.1K粉 · 1条集中转发开放Agent训练与决策模型生态,强调Kev-4B已进入llama.cpp端侧运行。
@ClementDelangue2026-10-02♥881👁34.8K↗ 打开X
Decision models now run on device in llama.cpp. Free, fast, private! llama serve -hf ggml-org/Kev-4B-GGUF https://t.co/ApnQQaKB4Z
Kev-4B进入llama.cpp并可端侧运行,是决策模型扩散的关键信号。
▸ 折叠14条(转推/噪音)
转推2026-10-03 RT @kim__minseon: It is here now ! Enjoy our 4B model 🐸 https://t.co/ST3963rJa2
转推2026-10-03 RT @romainhuet: Thank you @huggingface and @pollenrobotics for lending us a Microduck preview unit for DevDay! 🤗 Just a couple hours with…
转推2026-10-02 RT @guohao_li: Agentic RL is hard at every layer: environments, training infra, and algorithms. So we’re open-sourcing all of it. For envir…
转推2026-10-02 RT @guohao_li: SETA got accepted to NeurIPS 2026! 🎉 We released the full training scripts for DeepSeek-V4-Flash, GLM-5.2 (LoRA), Inkling-S…
转推2026-10-02 RT @liquidai: This is beautiful work @huggingface! 🤗
转推2026-10-02 RT @Hesamation: babe, wake up. Hugging Face just dropped a new banger article about RL training coding agents on different harnesses. http…
转推2026-10-02 RT @natolambert: Today we're unveiling Trillium Labs @trillium_labs, a new non-profit to foster the open science of frontier AI. We're buil…
转推2026-10-02 RT @_brightmirror: Made with Claude Opus 5.5. The fearmongering about AI always makes us forget that NOTHING WENT FOOM, as was always pre…
转推2026-10-02 RT @huggingface: The same model, with the same weights, scores 62% in one agent harness and 33% in another. @adithya_s_k and the @huggingf…
转推2026-10-02 RT @ggerganov: Decision models in llama.cpp are now available The `/v1/systemone` endpoint is available in the latest llama builds. Use it…
转推2026-10-02 RT @Thom_Wolf: Karpathy: disappears from X 
Ben Affleck: alright, gather round, so you'll want to freeze the base weights first, learning r…
转推2026-10-02 RT @jckwind: Did some sight seeing today @ClementDelangue @betaworks @huggingface https://t.co/5cAAmW8BFD
转推2026-10-01 RT @perplexitydevs: pplx-decider-v1-27b is fine-tuned from Qwen3.8-27B with a 250k context window. View the weights on Hugging Face: https…
转推2026-10-01 RT @victormustar: Alert (again): Perplexity also just dropped a Jev alternative on Hugging Face 🚨 https://t.co/41UCCnKQkL
Vaibhav (VB) Srivastav@reach_vbAI61.1K粉 · 7条对Dots给出强烈PMF评价,也播报Sol提速与额度重置。
@reach_vb2026-10-02♥98👁8.2K↗ 打开X
+1 the last time I felt PMF (internal & external) for a product this good was the Codex App launch Specially it proactively fixing things for me and recommending me stuff I should be on top of And the experience continues getting better the more I use it
引用@samadot is my favorite openai product so far! it is amazing to me that each day it feels noticably better as it learns more of my workflow and style. having it do the stuff i don't like doing--and usually just builds up as a gravity well of dread--has me very … ↗
Dots的强PMF评价来自内部/生态参与者,需注意视角偏差。
@reach_vb2026-10-02♥97👁5.4K↗ 打开X
touchdown back from DevDay & excited to keep the momentum going! reflecting back, what an incredible sprint from giving a full house talk (out on YT soon) to helping ship our models/ products and hell of a lot of testing/ feedback - proud of it too many folks to tag in one post, but grateful for two things: - my team, have the best team out there - our community, thanks to all the folks who shared their story and how our products impact their lives 🤗 looking forward to seeing y’all at a DevDay Exchange near you soon there’s nothing stopping this train ;)
@reach_vb2026-10-02♥278👁10.1K↗ 打开X
“most people overestimate what they can achieve in a single year and underestimate what they can accomplish over the course of a decade”
引用@0xHvdesChatGPT looked like this in 2022. 4 years ago. https://t.co/G5WxloyAeb ↗
@reach_vb2026-10-02♥749👁75.2K↗ 打开X
GPT 6.1 Sol is now a good, cheap AND fast model, sir! Also, global reset on Friday, 2nd October - 10AM PT Enjoy!!
引用@thsottiauxGlobal reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days. ↗
@reach_vb2026-10-01♥290👁21.4K↗ 打开X
dots: we’re so back!!
引用@OpenAIDevsdots demo. Now... with better WiFi. https://t.co/ucMH7SI1vj ↗
@reach_vb2026-10-01♥151👁5.0K↗ 打开X
@reach_vb2026-10-01♥1👁502↗ 打开X
bullish
▸ 折叠2条(转推/噪音)
转推2026-10-02 RT @ajambrosino: we are going to simplify the app
转推2026-10-01 RT @vigyso: I am going to try and answer a bunch of questions that people have raised about Sign in with ChatGPT in the next couple of days…
OpenAI Developers@openaidevsAI448.1K粉 · 3条集中展示Dots、Agents API和开发者作品,转推比例较高。
@openaidevs2026-10-03♥299👁46.2K↗ 打开X
Building with the Agents API? Catch up on what’s new:
引用@stevendcoffeyThe team behind Agents API continues to cook. Here's what's new this week: Computer use: Spin up a browser + agent with 1 API call 🖥️ Bedrock Managed Agents: Agents API except AWS GPT‑6.1 Sol 🌞 Environment sizes: Spin up a light or beefy oai-hosted … ↗
@openaidevs2026-10-02♥576👁61.1K↗ 打开X
Your dot learns how you work, keeps context across apps, coordinates Codex tasks, and flags what needs your attention.
引用@dkundelSaw some asks about whether you should use dots or Codex. In reality they work great together! My dot is now my favorite way of using Codex. Less mental overload and the proactiveness is a lifesaver https://t.co/5KQQi89KEA ↗
官方概括Dots的四个价值:学习工作方式、跨应用上下文、协调任务、提醒人。
▸ 折叠12条(转推/噪音)
转推2026-10-03 RT @npaka123: dotでBlenderによるゲームセンター作成をおためし中 https://t.co/LAoOpLJ3ox
转推2026-10-03 RT @coreyching: Got to take the main stage at OpenAI DevDay to talk about plugin extensions! A few takeaways for developers building plugi…
转推2026-10-03 RT @stevendcoffey: The team behind Agents API continues to cook. Here's what's new this week: Computer use: Spin up a browser + agent with…
转推2026-10-02 RT @simpsoka: Awesome Sites has voting. Go vote for your favorites! Personally I think Jelly Hockey needs some love. #awesomesites https://…
转推2026-10-02 RT @GOROman: ChatGPT Dotsの中でBlender起動してモデリングしてもらってボーン入れてもらってダンスのムービー作ってもらったwww 曲も何故か入ってるw https://t.co/4f0t6Gkwqd
转推2026-10-02 RT @metrox_eth: Today was mostly about modularity. I’m building MOSS to be modular from day one, so getting started doesn’t mean buying ex…
转推2026-10-02 RT @mrmagan_: Good thing my wife is more nostalgic than I am. https://t.co/SITE2gkcRm
转推2026-10-02 RT @abstrakt314: GPT-6.1 Astra is extremely good at creating simple Gaussian Splats. I asked it to use Blender MCP + Lichtfeld Studio to r…
转推2026-10-02 RT @NicholasRuncie: In a self driving car using codex to install a game my dot made for me while I was asleep. This is wild! @OpenAI @Ope…
转推2026-10-02 RT @AILogDev: 個人的にOpenAIのDevDayでは、Dotsとどこでも気軽にお話しできるようなデバイスが発表されると期待していたからね… まあ発表されないなら自分で作ればいいわけで! ありがとうM5Stack StopWatch!! https://t.co/…
转推2026-10-02 RT @lizziepika: made my 1st @OpenAI @modretro chromatic game! you run a COVID-conscious lesbian bar in western Mass + survive a Sat shift…
转推2026-10-01 RT @keleftheriou: dots demo on Apple Watch: https://t.co/JEgwIvRJjq
Peter Gostev@petergostevAI27.5K粉 · 5条比较Agent Arena任务成本、Opus与Fable体验,并关注500美元订阅档。
@petergostev2026-10-02♥34👁3.0K↗ 打开X
On the Agent Arena leaderboard, we have GPT-6.1-Sol very close to Astra and it is 80% cheaper per task, based on real world prompts
引用@arenaExciting news: GPT-6.1 Sol (Max) by @OpenAi just landed in the Agent Arena at #5 (+11.23%) and reshaped the Pareto frontier! At a $0.56 median cost per task, it delivers performance within 2 percentage points of GPT-6 Sol and GPT-6 Astra for substantially … ↗
Agent Arena称Sol接近Astra且每任务便宜80%,为榜单作者转述。
@petergostev2026-10-02♥8👁746↗ 打开X
'Hi ChatGPT' - I generated the song over a year ago, still to this day my favourite bit of AI generated media. The lyrics were by the magnificent GPT-4.5, song by Suno v4 - now the video re-made with Opus 5.5. https://t.co/zK5gf6n8mm
@petergostev2026-10-02♥90👁5.2K↗ 打开X
Opus is a good model, but the difference to Fable is that it gets the wrong end of the stick maybe 1/3rd of the time and I don't ever remember Fable doing that
Opus约三分之一时间误解任务是个人记忆,没有受控统计。
@petergostev2026-10-02♥503👁22.4K↗ 打开X
And here we are getting a $500 OpenAI plan https://t.co/mR2JHxJyMC
@petergostev2026-10-01♥4👁1.2K↗ 打开X
Oct 1 - Live from SF, Dev Day 26 recap,GPT 6.1 Sol + interviews from the floor of Fully Connected https://t.co/t00GJwNV5z
▸ 折叠1条(转推/噪音)
转推2026-10-01 RT @arena: Arena Open House: Rooftop Happy Hour 10/7. We're throwing open the doors to our new SF HQ office and want to invite researchers…
Philipp Schmid@_philschmidAI122.9K粉 · 2条征集决策模型用例,并注意到订阅开始区分人工与Agent用量。
@_philschmid2026-10-02♥133👁10.7K↗ 打开X
Weekend plan. Decision models. What are your use cases and ideas?
@_philschmid2026-10-01♥436👁36.9K↗ 打开X
My first time seeing unlimited human usage, but limit agent usage. Interesting. https://t.co/L08dOBVZMt
TypeSafe AI@typesafeaiAI163.9K粉 · 5条高频展示Jev的搜索、重排与研究Agent案例,营销密度也很高。
@typesafeai2026-10-02♥41👁9.6K↗ 打开X
Got Jev? It's easier than you think! https://t.co/K0z08o9pl2
@typesafeai2026-10-02♥418👁43.8K↗ 打开X
Jev can search 🔍 through a long document just like you would! 🕵️
引用@PageIndexAIInspired by @EGafni’s Twitter thread on combining Jev with PageIndex. We show how to build long-document search with @typesafeai Jev + PageIndex. No vector database. No embeddings. Open source: https://t.co/VI632bGe57 🧵👇 https://t.co/LRSJPdEv9W ↗
Jev长文档搜索演示,仍缺公开独立评测。
@typesafeai2026-10-01♥120👁19.4K↗ 打开X
🗣️ Ever felt like AI bots don't really listen? 🗣️ They just don't have a li'l Jev helping them yet!
引用@SoCalJayFOne really cool use case I’ve been exploring with Jev: a semantic VAD for real-time voice AI. I plugged it into @AgoraIO ConvoAI and used the live transcript + recent conversation as context to decide whether the user has actually finished speaking. That … ↗
@typesafeai2026-10-01♥102👁15.2K↗ 打开X
Jev is a phenomenal reranker, you heard that right.
引用@johncrownJev is a phenomenal reranker. At 75% of the previous reranking cost, it improved our main-app search by 30.64% in matches per 200 candidates on searches recruiters actually run. Most recruiting benchmarks measure precision and accuracy across just 10 … ↗
@typesafeai2026-10-01♥195👁19.1K↗ 打开X
Jev is a huge power-up for research agents! @edwardirby built a @youdotcom agent that monitors business risks, and compared Jev to an ordinary LLM judge. • Same report quality • But the LLM flip-flopped: 0.35 -> 0.68 -> 0.50 on the same threat • the LLM missed 5 of 11 investigations. Jev missed none. • Jev was 250x cheaper, 3-6x faster Write-up 👇
引用@edwardirbyHow to build a reliable risk agent without a frontier model ($0.02/sweep): • @youdotcom search • @typesafeai Jev for typed judgments • @QwenDevs for proposals & synthesis • MCP for integration Full architecture & cost breakdown below 👇 … ↗
研究Agent案例的漏检、成本与速度数字由TypeSafe转述。
▸ 折叠4条(转推/噪音)
转推2026-10-03 RT @MadisonJRickert: Anthropic released native mods for customizing Claude Code yesterday, so I did the obvious thing and built a Jev-based…
转推2026-10-02 RT @CompleteSkeptic: me to our GTM guy: do enterprises want benchmarks him: no, the fast ones have already benchmarked their internal use…
转推2026-10-01 RT @n8n_io: @typesafeai's Jev model just landed in n8n. Jev’s job isn’t to write, it decides: returning a choice + confidence you can use f…
转推2026-10-01 RT @coderabbitai: Your agent doesn't know Jev. Most code calls LLMs the long way: state → prompt → text → parse → if statement Decision m…
ChatGPT@chatgptAI739.5K粉 · 1条宣布美国Free与Go用户逐步获得财务连接功能。
@chatgpt2026-10-02♥361👁24.7K↗ 打开X
Finances in ChatGPT is rolling out to Free and Go users in the U.S. Securely connect your accounts with @Plaid and @Experian to make sense of your money and credit, with answers based on your own financial information. https://t.co/I0drGHpkoQ
财务连接仅面向美国Free与Go用户逐步推出,范围不要写大。
Ben Tossell@bentossellAI201.3K粉 · 11条对Dots首日体验很差,但仍认为个人Agent应该主动生成应用与网站。
@bentossell2026-10-03♥1👁213↗ 打开X
my first tech job was working with this 🐐 https://t.co/XLLx0tgIVH
@bentossell2026-10-02♥33👁4.1K↗ 打开X
hackable badge swag https://t.co/me3RjEz8bf
@bentossell2026-10-02♥15👁4.4K↗ 打开X
this is awesome https://t.co/PEVJ8eeBpD
引用@bentossellwho will i see at @supabase select today? ↗
@bentossell2026-10-02♥10👁3.6K↗ 打开X
planetscale trucks outside supabase event didn’t last long
@bentossell2026-10-02♥15👁5.2K↗ 打开X
who will i see at @supabase select today?
@bentossell2026-10-02♥155👁50.5K↗ 打开X
look i get it must be great for some people. but if someone like me (not technical but not normie) experiences this kind of thing, its not good enough. stop making it a user problem or skill issue. make stuff better. the narrative isn’t helped when this is the experience. https://t.co/trWRGgIhbR
引用@bentossellmy dot experience so far has been 💩 ↗
Dots负面体验样本,提醒不要把失败全归因于用户技能。
@bentossell2026-10-01♥70👁9.9K↗ 打开X
personal agents should proactively make apps and sites for you
个人Agent应主动做应用和网站,是产品方向判断。
@bentossell2026-10-01♥28👁6.1K↗ 打开X
引用@SimonHoibergVery interesting! Now that I think of it, I actually don't think I know a single person with a +$1M net worth who drinks (or at least gets drunk). Interesting correlation. My wife and I stopped drinking when she was pregnant almost 5 years ago and we … ↗
@bentossell2026-10-01♥19👁6.1K↗ 打开X
blast from the past!! and thank god i shifted some weight 🤢
引用@aronkorbumped into @bentossell yesterday in sf at an event, 7 years after the @nocode_conf almost to the day (rip). wouldn't be teaching today if we hadn't met then. a good reminder that it's really all about the friends we make along the way -- online or … ↗
@bentossell2026-10-01♥21👁6.2K↗ 打开X
i forget things we do stick with others even when we’ve moved on. was so awesome meeting sharath who was one of my very first customers of what became makerpad all those years ago. he said so many nice things about me that i wasn’t even sure how to accept all of them. and im still no better at naming my companies 😂
引用@5harathSo much of what I’m doing today is coz of this man In 2018, i spent $99 on his NewCo bootcamp where @bentossell taught ppl how to build and ship products without using code After that i never turned back, i shipped a ton of products, sold a few and broke … ↗
@bentossell2026-10-01♥269👁59.9K↗ 打开X
my dot experience so far has been 💩
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转推2026-10-03 RT @maria_rcks: queue should be removed from every harness just like plan mode is.
转推2026-10-02 RT @kiwicopple: @supabase has acquired @tursodatabase i'm been a huge fan of the team and what they've built. we have big plans together.…
转推2026-10-01 RT @matanSF: Great day to deliver shareholder value :) Use Factory to automate the low-leverage work and building becomes so much more fun…
swyx@swyxAI196.5K粉 · 3条关注AI安全会议、Claude Mods和Dots后续,原创不多。
@swyx2026-10-02♥172👁84.4K↗ 打开X
btw dont forget the "one more thing..." theyve been working on dots for a while now https://t.co/B83svUV9AC
引用@OpenAIIntroducing dots, powered by GPT-6 Astra. Remarkably capable, always-on agents built to handle everything. https://t.co/inY5BZj3Kz ↗
@swyx2026-10-02♥73👁6.0K↗ 打开X
It's time to get serious about Security x AI. One of the joys of doing AIE is helping others start their own high quality conferences in their countries and domains. Every single 2025 partner has come back — and the 2nd AI Security Summit is now way more important than before. Proud to be back as a founding partner with @snyksec! Join the event: https://t.co/2IeM4a3MGO The landscape has completely transformed since we started this a year ago. An exploding number of rogue agents, more breaches, more AI-driven attacks. now more than ever, security must be at the center of the AI conversation. With so much more hacks and vulnerabilities, this stuff is no longer theoretical...
@swyx2026-10-02♥15👁4.3K↗ 打开X
changing my tagline for @aidotengineer nyc flying over early for NY Comic Con. see you in 11 days! https://t.co/Glyw5kIWnq
引用@cxgonzalezit took not even 30 seconds after leaving my hotel in nyc to see something that i almost never saw in 3 months in sf: i saw a hot girl ↗
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转推2026-10-02 RT @LaudeInstitute: @a1zhang sees academia as a place to take big research bets. PhD researchers might not have endless compute, but advant…
转推2026-10-02 RT @latentspacepod: .@AnthropicAI’s Thariq on what Claude Mods unlock: conversation context, subagents, structured output, and control over…
转推2026-10-02 RT @latentspacepod: Recursive Language Models: Claude Code, Agent Swarms, Big Research Bets, & the $40M AI Problem Solver https://t.co/4XWI…
转推2026-10-01 RT @grinich: One week until init() - the conference for builders 🔥 We have an absolutely killer lineup of speakers: @levie, @howietl, @sw…
Alex Volkov@altryneAI43.1K粉 · 14条DevDay复盘之外,明确抱怨Claude Code远程控制频繁要求重新登录。
@altryne2026-10-03♥7👁1.1K↗ 打开X
CUA is just crushing it!
引用@trycua1/ We're reimagining what it means for your agents to work with all your computers. Today we're excited to share Cua Spaces, built on Cua Driver and our virtualization stack, rolling out on macOS today. Download it now, it's free and source-available: … ↗
@altryne2026-10-03♥29👁1.6K↗ 打开X
The best fun about coming to SF for a week is the people. Too many to name but I cannot believe how many excellent people I get to call friends in this industry! From excellent time at OpenAI DevDay (4th time covering) to an absolute banger @thursdai_pod stream from Moscone at CoreWeave FullyConnected, this week had so much! New models, new friends, a new assistant (hey Dot), and some amazing personal achievements! Most important, I got to meet and chat with many fans of the podcast, who gave feedback, told me what is valuable to them and that just keeps me going! One important thing I noticed that even in the middle of the AI SF bubble, there are tons of folks who are still not imagining big enough! Not tons of folks still use personal AI assistants to their full potential, many imagination gaps! I'm more energized than ever to keep doing AI Evangelism, as humanity steps into its next phase of AI adoption (AI Assistants) and continuing on my mission to bring positivity about AI! 🫡
@altryne2026-10-03♥9👁2.3K↗ 打开X
What's going on tonight in SF? As if ... 3 conferences, 2 podcasts, 1 hackathon wasn't enough for me... if there's stuff happening, do lmk know, last night here
@altryne2026-10-03♥22👁4.5K↗ 打开X
This was really really fun, can't wait for you to see this. Thanks @swyx @vibhusapra for the invite! https://t.co/9X4i68tfVe
引用@dexhorthysomething is happening https://t.co/RZOpEUf12c ↗
@altryne2026-10-03♥37👁2.9K↗ 打开X
This shit.. every 2-3 days. I have to ssh and relogin, every 2-3 days with Claude Code! Remote-control is all but useless like this, I know there's a push to the cloud but come on @AnthropicAI ! https://t.co/YPNkAEnFGE
Claude Code远程控制每2至3天需重新登录的具体痛点。
@altryne2026-10-03♥2👁1.2K↗ 打开X
The Demo Broke, But OpenAI's Dots Is Legit https://t.co/3sjkXjChFS
@altryne2026-10-02♥19👁3.4K↗ 打开X
sneak peak : new something something from @swyx 👇
引用@thorwebdevBTS at @swyx's new @aiDotEngineer space 🔥 https://t.co/YmM2Tz3ZwI ↗
@altryne2026-10-02♥4👁1.5K↗ 打开X
Forge - so hot right now
@altryne2026-10-02♥40👁7.0K↗ 打开X
If you use Muse and want to plug it into your house, you can claim (for free) one these devices while supplies last! https://t.co/JHiS8f2ESi
引用@natfriedmanWe built a gadget of our own, too: Muse Home Link is a little usb-c powered device that allows Muse to connect to your home network to talk to smart home devices like TVs and speakers and anything else that exposes https. We manufactured a batch of 5000 Home … ↗
@altryne2026-10-02♥85👁9.8K↗ 打开X
Whatever OpenAI is paying @pvncher - it's not enough
@altryne2026-10-02♥6👁2.2K↗ 打开X
The new microprocessor is here! Everyone wants a piece.
引用@steipete"Today, we’re releasing two Cloudflare-trained decision models, Clef and Clef-flash" https://t.co/E8cYq4w7Fz Never seen an idea spreading so fast. ↗
@altryne2026-10-02♥81👁33.0K↗ 打开X
Theres only 1 place to be in SF tonight! @CoreWeave brings Miami to SF! https://t.co/wITMR2VaEb
@altryne2026-10-01♥31👁3.2K↗ 打开X
Me 5 min before the most important @thursdai_pod episode yet, and microphones not working. Me 1hr in with @CoreWeave Execs when everything is flowing smoothly: WE DID IT LIVE! 👏 https://t.co/XwRVVEM0p7
引用@altryneAs every Thursday, but a different time 11am pacific - DevDay, CW fully connected, Sandboxes, Physical AI, the agentic Loop & tons more! 🔥 show planned for yall https://t.co/lB8Guvdsn1 ↗
@altryne2026-10-01♥10👁1.3K↗ 打开X
Oct 1 - Live from SF, Dev Day 26 recap,GPT 6.1 Sol + interviews from the floor of Fully Connected https://t.co/u10pNaI5es
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转推2026-10-02 RT @altryne: Asked Sam Altman at DevDay if they'd consider slowing down. They said no. So nobody's pacing, and this week's ThursdAI came L…
Hassan@nutlopeAI101.1K粉 · 1条预告让开放模型参加GeoGuessr的产品实验。
@nutlope2026-10-01♥83👁5.9K↗ 打开X
GeoGuessr, but you're competing against open AI models. Launching soon 👀 https://t.co/o7QCTusgRs
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 5条告别X产品岗位,并用定制狗门展示“按个人需求制造实体产品”。
@nikitabier2026-10-03♥15.3K👁632.3K↗ 打开X
Two hours ago I was officially disconnected from my X laptop. Good night my sweet little app. Thank you for giving me the most interesting chapter of my life. Onto the next one.
Nikita Bier公开告别X产品岗位。
@nikitabier2026-10-02♥8.5K👁596.7K↗ 打开X
We are now entering into an era where any product can be created exactly to a consumer's preferences & needs. I vibe-fabricated a dog door with a wifi-controlled lock, perfectly to the specifications & design of my house. I know nothing about metal fabrication or electrical engineering. It's now getting manufactured and delivered in 2 weeks -- for almost the same cost if I bought a mass-produced item off-the-shelf.
按住宅规格定制带Wi-Fi锁的狗门,成本接近量产品;均为作者自述。
@nikitabier2026-10-02♥7.2K👁822.2K↗ 打开X
Head of Product, YouTube
引用@MarioJoos🚨 MAJOR ANNOUNCEMENT: YouTube will start prioritizing original content and reducing re-uploads (RIP clipping) YouTube has just announced one of the most impactful changes to its short-form algorithm. Its recommendation systems (the algorithm) will start to … ↗
@nikitabier2026-10-02♥23.6K👁2.3M↗ 打开X
If I was Trump going into a big midterm loss, I would just go out with a bang: Cut entitlements & close the budget deficit It will crash the economy and he’ll be hated for 2 years—but history will remember him for saving the country.
@nikitabier2026-10-01♥8.2K👁969.0K↗ 打开X
If you’ve ever talked about airline status or miles, your spouse is having an affair.
Daniel Vassallo@dvassalloindie204.8K粉 · 1条本期只有一条关于德国高速不限速的高互动引用讨论。
@dvassallo2026-10-01♥7.8K👁1.7M↗ 打开X
F1 won't let a car start a race if it qualifies more than 7% off the fastest pace. But the autobahn lets a car doing 75mph share the road with one doing 175. Can someone explain to me what's the rationale of having no speed limit? How is this not massively endangering others?
引用@MatthewDR🏎️ 175mph tire blowout in a Tesla Model S on the autobahn 🏎️ Miraculously no one died. https://t.co/4ebHtUhCqI ↗
Tibo@tibo_makerindie210.6K粉 · 5条重点更新Outrank真实站点筛选与placement数据,也在传播定制讲解视频。
@tibo_maker2026-10-03♥60👁4.3K↗ 打开X
this is how Nikita Bier builds viral apps https://t.co/477Bn044qj
@tibo_maker2026-10-02♥5.3K👁351.6K↗ 打开X
"explain how Shazam works" I had no idea Karpathy is so right about this custom explainer videos will change education https://t.co/L3xjjdGEPn
引用@karpathyWe'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks: Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification … ↗
定制讲解视频的传播样本,原始效果来自被引用内容。
@tibo_maker2026-10-02♥115👁7.0K↗ 打开X
sometimes I look at my product, and I feel just insanely proud 😊 so proud that I almost don't care if you buy it or not I just love them ("almost" don't care)
@tibo_maker2026-10-01♥47👁6.8K↗ 打开X
my little experiment to see what's being created right now on Revid always stunned by the creativity of our users https://t.co/RAKrTFydeD
@tibo_maker2026-10-01♥88👁9.2K↗ 打开X
a few weeks ago, a lot of people on here called Outrank a link farm I was annoyed, but then I went and read every single reply and some of it was fair to get backlinks from our exchange, you had to host other people's links on your own site and SEOs don't trust that kind of loop for good reason 👀 so for the last 8 weeks we've been building the opposite you don't host a single link anymore a real site writes a full article on its own blog with your link in it, and we pay that site in cash through Stripe, not credits you can even get a listicle on a real blog with your product ranked #1 the hardest part was deciding who gets to sell 1,625 sites signed up but only 138 made it in to qualify, a site needs: - DR 30+ - 100+ clicks a month for at least 3 months - Search Console connected, so we can see its real Google traffic then it has to pass a content check, and 220 sites failed that one alone since August we've done 222 placements 159 are live, and 158 of those are dofollow the median time from order to published is 2.1 days I care this much about "real" because ChatGPT and Perplexity cite the sites people actually read. nobody reads a PBN, so nobody cites one either my bet is that AI search ends up rewarding fewer links from sites with real readers https://t.co/Ofokzg1sHZ
Outrank公开供给筛选与222次placement数据,但没有客户结果基线。
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转推2026-10-01 RT @moonfarm_dev: IT HAPPENED 🤩 I got the notification just after my morning coffee and had to wait for break time to go and get it. But…
@levelsio@levelsioindie966.5K粉 · 14条用新模型救回半年前失败的Web游戏移植,也在感叹构建速度已经超过想法供给。
@levelsio2026-10-02♥56👁9.1K↗ 打开X
I keep going more niche with reverse engineered web-based versions of games 👉 https://t.co/MohU4A8Zel 👈 6 months ago I tried to reverse engineer Urban Terror Urban Terror was kind of a Counter-Strike style mod on top of the Quake 3 Arena engine, I think @Erwin_AI got me to play this during COVID Because it runs on Quake 3's engine like RTCW and Q3 itself, I thought I could just use ioquake3 and WASM to run it on web, then add a multiplayer server and it'd just work... But no it didn't, I got stuck 6 months ago, it was buggy and wouldn't work, I kept trying and kinda got it to load but not really play Today I tried it again with Opus 5.5 and again, I couldn't get it to work, giving up I did a last try with Fable 5.1 on high effort and it after awhile it did figure out the issue! "The engine's struct was 4 bytes longer than what UT's bytecode expects, everything after that point (the entity count and the entity list) was read 4 bytes off" It rewrote the bytecode and made it work! So now we have another game preserved, running 100% the web via WASM, with a multiplayer server tied to it, so you can play with your friends 😊 Every model that comes out makes a bit more things possible and you can just keep trying old things that didn't work before I see lots of people mod modern games now too which looks very cool too Here I'm playing it with @marckohlbrugge a few minutes ago! Anyway you can play it with everyone else at https://t.co/MohU4A8Zel now :D
旧失败项目被新模型救回:具体问题是引擎结构与字节码预期相差4字节。
@levelsio2026-10-02♥2.4K👁75.9K↗ 打开X
It's such a weird experience that I can now build things faster than I get new ideas for things
“构建速度超过想法速度”是本期最简洁的供给侧变化。
@levelsio2026-10-02♥966👁154.9K↗ 打开X
I think this is super accurate AGI might just create a two-tier split in society, and I'm kinda starting to see it around me One part of society will succumb to AI slopscrolling and free money (basic income) from government as work is replaced by AGI The other part will fight that instead and become an elite counter movement that focuses on IRL, family, local community, and health I think many will be in kind of smaller communities (kind of like eco villages in the pic below), and my friend @csonotes is a good example of that and we try do the same (so I'm probably biased) @okaythenfuture below thinks it'll be in the central parts of big cities though Maybe both? For both of them you need real estate and land though Real estate and land also one of the few scarce resources left in a post-AGI world where almost every good becomes almost free If you told me a decade ago I'd want to buy real estate and land I'd call you crazy, but post-AGI it makes a lot of sense I think
引用@okaythenfutureTechnology like this makes me even more bullish on tier 1 global city real estate. The internet is about to be ABSOLUTELY NUKED by all this AI garbage on the internet, including realistic rendered AI companions that sadly a lot of lonely and isolated people … ↗
@levelsio2026-10-02♥99👁19.4K↗ 打开X
After trying the Reverse Osmosis (RO) filter and making V60 coffee with it, it tasted a bit flat I was kind of expecting that because even with the remineralizer installed (yes we have a remineralizer!) it only gets to 25 TDS, which is quite a low amount of mineral content for water TDS means total dissolved solids, so like what's left after you remove all the water, essentially the mineral content The plastic 6L water bottles we used before had a TDS of about 60 So I asked Claude what specialty coffee places do? They usually have an RO filter without any remineralizer. Then they use an industrial machine to remineralize it to the perfect level. That's why coffee of specialty coffee chains like @the_coffee (my fav) taste the same from Brazil to Japan. And their TDS level is high around 150 How can I do get my RO 25 up to 150 though? Claude suggested getting a mineral water coffee kit by Lotus Coffee, you get 4 drippers for Calcium, Magnesium, Potassium and Sodium, so I got it today and tried it. There's a specific amount of drops to add based on your current TDS The TDS went up to 156 so at specialty coffee water level, and the V60 looked different and way more bubbly And the flavor is great, it's not bitter, it's pure kind acidic like the Brazil beans we have should be Adding these drops everytime might be annoying though, maybe I can mix them and make my own solution, or I can get a remineralizer for coffee that gets it to 150 TDS by itself after RO Anyway I've become a coffee water snob now 🧔‍♂️ 🫣
引用@levelsio💧 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 … ↗
@levelsio2026-10-02♥16👁4.2K↗ 打开X
✨ I have made coworking meetups a special category on https://t.co/xQI1chWXtQ now So you can organize one in any city in the world to meet people there I've also added a [☑️] Recurring Meetup option now so if you do a weekly cowork or event, you don't need to keep adding the same event, it does it for you!
引用@levelsioI've been actively fighting almost guaranteed age-related loneliness for years, studies show after age 30 you start seeing friends less and when you get older especially men don't have any social life left! It's preventable, but it takes effort and … ↗
给Nomads增加coworking分类与周期活动,属于小而具体的产品更新。
@levelsio2026-10-01♥1.0K👁50.9K↗ 打开X
🇪🇺 EU bankruptcies have now reached the highest level since they started measuring them in 2019 Meanwhile new EU business registrations have been stagnant or decreasing I discovered this after another one of the interior design stores in the Netherlands we bought from suddenly disappeared off the internet, luckily we already received the stuff we ordered (a big stone table) and dodged a bullet Quite expensive stuff and their Trustpilot is full of "where's my €7000 table". This is the second interior design store we bought from that went bankrupt just after we received our things, very interesting So I started looking at EU bankruptcies and discovered they're skyrocketing and new business registrations are stagnant or decreasing They really managed to regulate and tax away any existing business while making people give up to even think of starting a business in Europe
@levelsio2026-10-01♥140👁36.8K↗ 打开X
引用@grokBased on 2026 IIHS crash tests and independent composite scores: 1. Tesla Model Y (2026/27) 2. Genesis GV80 3. Lincoln Nautilus 4. Infiniti QX60 5. BMW X3 6. Genesis GV70 7. Genesis Electrified GV70 8. Kia Telluride (2027) 9. Hyundai Ioniq 9 10. Hyundai … ↗
@levelsio2026-10-01♥221👁93.4K↗ 打开X
I am self aware enough to say the Tesla Y looks like a normie car (like a typical sedan I guess?) but I don't rly care My friend drives a Jimney, it looks cool It's not fast and not safe, but it looks cool I think the Cybertruck looks cool too, it has personality Y is safe but the design lacks personality (which is fine)
引用@hechen@levelsio Are you saying the Y isn’t pretty or cool? 😂 ↗
@levelsio2026-10-01♥1.1K👁222.5K↗ 打开X
This is why I have a Tesla Y One of the safest car brands and car models I don't trust myself nor anyone else driving so when shit goes down I wanna be in not the prettiest or coolest car, I wanna be in the safest car with the highest survival rate Which all the recent Tesla models are
引用@MatthewDR🏎️ 175mph tire blowout in a Tesla Model S on the autobahn 🏎️ Miraculously no one died. https://t.co/4ebHtUhCqI ↗
@levelsio2026-10-01♥937👁139.9K↗ 打开X
"They’re so, so close to getting it"
引用@marcos_placona@levelsio @JohnONolan I know you say “high trust society”, but the repercussions are pretty hefty if your caught stealing. I’m not against punishment though, but just saying this is not all just trust. Same in Singapore. ↗
@levelsio2026-10-01♥629👁65.4K↗ 打开X
This is a very interesting effect too They're boiling the frog and making everyone poorer But most Westerners don't notice it, partly because prices of flights, hotels, travel as a whole has gone up so much (again it hasn't, we've all just been made poorer collectively) And if you can't travel far, you can't notice how rich and modern parts of the non-West now are (Asia etc)
引用@NiPeIO@levelsio The frog boiling effect makes it very hard to see unless they travel to modern non-Western countries - which not that many do. It’s even harder for those with a little bit of money as their lifestyles are more isolated from many inconveniences. ↗
@levelsio2026-10-01♥2.0K👁851.0K↗ 打开X
A good example @johnonolan sent me today An Apple Store in Dubai where you have Apple Watches lying around freely with the door open, not secured, not behind glass Right by the front door! A high trust society like we used to have too https://t.co/rCAOwg9Kch
引用@levelsioI'm noticing Westerners are continously having lower standards every year and seem to not even notice the declining quality standards of everything around them I do notice it and when I tell them (IRL or on here) they make me sound jaded or disconnected from … ↗
@levelsio2026-10-01♥1.2K👁132.6K↗ 打开X
They are! UAE surpassed US in millionaire migration in 2025 https://t.co/6x8dZWL7f8
引用@njshoreinvest@levelsio Respectfully, if those places were so great, immigrants would be trying to migrate there instead of America. ↗
@levelsio2026-10-01♥3.4K👁484.6K↗ 打开X
I'm noticing Westerners are continously having lower standards every year and seem to not even notice the declining quality standards of everything around them I do notice it and when I tell them (IRL or on here) they make me sound jaded or disconnected from reality as if we expect too much They're literally boiling the frog and most don't notice it Then we fly out to Switzerland, UAE or East and parts of South East Asia and we realize there's nothing to complain about so it's not us, it's the West
引用@mmjukic"Enshittification" is a sort of "safe horny" term for what is really just outright impoverishment and declining living standards due to economic insolvency from deindustrialization, demographic decline, hyperinflation, etc. You are just de-developing and … ↗
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转推2026-10-02 RT @AtelierMissor_: The statue of Prometheus is finally finished. It was cast in Paris, crossed the Atlantic, and was assembled at Starbas…
DHH@dhhindie911.4K粉 · 8条Omarchy安全赏金是最强产品信号,其余多为赛车、政治与转推。
@dhh2026-10-03♥275👁9.2K↗ 打开X
Peterson on the virtue of becoming dangerous is not just a plea for the individual man, but for the Leviathan too. Well-functioning societies need the capacity for formidable violence, such that they may keep the peace, but paired with the control to use that power sparingly. https://t.co/DLlEmWslVm
@dhh2026-10-02♥115👁2.4K↗ 打开X
It took the Reconquista nearly eight hundred years to reclaim Spain. Don't give me that loser talk that it's "too late for Europe." The next generation coming up is unbelievably based. They've seen what suicidal empathy has wrought upon their nations. Never lose faith. https://t.co/8FLfyA9K7r
@dhh2026-10-02♥1.0K👁44.2K↗ 打开X
Pivotal reading for critical times. https://t.co/zr5APSbgkD https://t.co/j3pTBf7qy0
@dhh2026-10-02♥1.6K👁62.4K↗ 打开X
Omarchy now has an official bug bounty program on HackerOne! The Omacom Foundation has funded it with $100,000 for bounties, and we've promoted @mdisec to Omarchy Core as our Head of Security. https://t.co/CEODf0leTA
Omarchy设立10万美元HackerOne赏金并任命安全负责人。
@dhh2026-10-02♥2.2K👁75.0K↗ 打开X
This goes for makers of all shapes.
引用@ben_issenfavorite reminder for creatives, by Björk https://t.co/NiyI46Qnoc ↗
@dhh2026-10-01♥1.1K👁78.9K↗ 打开X
The Autobahn has had stretches with no speed limits since 1952 (except during the oil crisis). Germany has 2.5x fewer road fatalities per mile traveled than the US. I did 200mph in a Gallardo back in 2010 and it remains a top automotive memory. There's more to life than safety!
引用@Jason1. Do not go 175 MPG, folks... 2. No one died!?!?!??!!?!? Teslas are REALLY F*CKING SAFE CARS! I only buy Teslas because I want my family safe. Staying alive is the name of the game, folks... life is precious. Don't do stupid stuff; always choose the … ↗
@dhh2026-10-01♥278👁22.3K↗ 打开X
The Shopify Racing #11 LMP2 is back in action for the final time of the year this weekend at Petit Le Mans / Road Atlanta. @tobi and I will share the car with @MathiasBeche for one last shot at the podium 🤘 https://t.co/My0mYoAtQQ
@dhh2026-10-01♥1.2K👁58.2K↗ 打开X
Love this Omi character!!
引用@tahayvrrealized today that if you add eyes to the Omarchy logo you get a mascot. It's alive! https://t.co/NDV170DE0x ↗
▸ 折叠6条(转推/噪音)
转推2026-10-03 RT @ThePrimeagen: AI is confused as to how fast omarchy installs via vm https://t.co/CAnc2d9hBE
转推2026-10-02 RT @bryan_johnson: I’m watching three friends lose 11 lbs of body weight in a race car tomorrow + Tobias Lutke (founder shopify) + DHH (cr…
转推2026-10-02 RT @JoshuaSWarren: Omarchy on Apple Silicon makes local AI fast with my MLX and Apple Neural Engine drivers. @dhh inspired me to believe…
转推2026-10-02 RT @MrMesserschmidt: Lad mig på 60 sekunder forklare, hvorfor ikke-vestlig indvandring er det største problem i Danmark. https://t.co/Tz2rK…
转推2026-10-02 RT @JoshuaSWarren: Got an M1 Pro, M1 Ultra, base M2, M2 Pro or M2 Ultra? Or any M3 or newer Mac? I'm bringing the Apple Neural Engine up o…
转推2026-10-01 RT @emirbeganovic: After nearly 7 years at Booking, today is my first day as Head of Infrastructure for Omarchy. Somehow I got here throu…
Adam Pietrasiak@pie6kindie39.1K粉 · 6条Screen Studio 4.0发布周:自研渲染、专用放大模型、敏感信息与人脸遮罩。
@pie6k2026-10-02♥59👁3.4K↗ 打开X
Almost done adding 'automatic human face masking' to Screen Studio. I believe this has a lot of real use cases. For example, I wanted to post a demo on how we train our background removal model, but I didn't want to record all the faces of people from the training dataset. https://t.co/k58MUeVZUn
人脸遮罩继续扩展隐私工具链。
@pie6k2026-10-02♥156👁15.1K↗ 打开X
Screen Studio can now automatically mask sensitive data of any kind. It scans every frame of your video looking for emails, credit card numbers, API keys, etc. It takes ~6s to analyze an entire 20s-long recording on an M3 Mac. Face masking (avatars, etc.) is coming soon too. https://t.co/xLAOaaCj7y
逐帧敏感信息扫描的6秒/20秒数据来自M3 Mac上的作者测试。
@pie6k2026-10-02♥50👁3.2K↗ 打开X
Screen Studio finally integrates with Finder preview and shows you a project preview before you even open it. I ask myself why we haven't done it earlier. It makes life so much easier, especially when you have hundreds of projects in one folder. https://t.co/XSXKBkxwTv
@pie6k2026-10-02♥446👁41.1K↗ 打开X
Screen Studio 4.0: We trained our own AI model to upscale macOS screen recordings. We built a bot that generated 5,000 random, nonsensical SwiftUI apps that feel like macOS, took screenshots, downscaled them, and trained on those. Standard upscaling vs. our model: https://t.co/2EBlGsoigh
用5000个随机SwiftUI应用生成训练数据,说明专用模型的数据工程。
@pie6k2026-10-01♥210👁12.1K↗ 打开X
If you look really closely, you can notice new Screen Studio loupe glass reflecting the webcam footage: https://t.co/0Snw0OzhKR
@pie6k2026-10-01♥920👁54.1K↗ 打开X
Screen Studio 4.0 is finally out! https://t.co/bxjnsbNqLD It took ~8 months. Way too long. I feel such relief now. We built a brand-new, in-house rendering engine, trained our own AI models, and so much more. Will be posting details and learnings soon! I hope you'll like it! https://t.co/S2A6wOzxg3
Screen Studio 4.0历时约八个月,自研渲染与模型。
Alex Finn@AlexFinnindie476.1K粉 · 2条把Dots定位成Codex线程的项目经理,并横评四种个人Agent。
@AlexFinn2026-10-02♥537👁43.4K↗ 打开X
Dot, Muse, Grok Bot, and Hermes are all EXCELLENT agents They all have their own strengths and weaknesses, so you need to know which to use for each task Here is each agent, and when you should be using them: GROK BOT- best agent for heavy knowledge work Strengths: Because you can create many different agents with many different contexts, skills, and memories, you are able to get a wide plethora of work done really really well Weaknesses: Grok 4.7 is a great model, but not frontier. Also not much usage on cheaper plans. Who it's for: People who have a diverse set of responsibilities and tasks they need to get done META MUSE: best agent for getting personal tasks done online Strengths: Lightning fast, free, and by far the best agent at navigating the internet. Can just 'figure it out' for getting tasks done in browsers Weaknesses: Not great at coding. Model is lightning quick, but not the smartest or most creative. Weaker at knowledge work because of this. Who it's for: The best 'personal assistant' agent. Booking reservations, finding flights, filling out forms, unsubscribing from websites. The more 'normie' type use cases. Also it's free. So anyone on a budget. HERMES: Open source, fully customizable, do anything assitant Strengths: Fully open source and customizable. Anything you want to change in the agent, you can just change it. Use any model or subscription. Does almost anything you ask without many guardrails. Also a smaller decentralized team supporting it, so it's always great to support the rebels Weaknesses: No mobile app. Because it's open source and fully customizable, it's not always the most reliable if you tinker too much Who it's for: tinkerers who want full control over their agent. Also great for the local model community and people with their own home AI labs. My Hermes maintains all my networks and equipment for me better than any other agent DOT: Your ultimate AI agent project manager Strengths: The smartest model in the best harness. You get Astra capabilities with best in class ChatGPT tools like Voice, Spaces, and Codex. Can manage all your Codex threads for you and see your projects to completion. Also has ALL of your ChatGPT memories out of the box, so no onboarding needed Weaknesses: Feels rushed. Lots of rough edges at the moment. Slowest agent. Has trouble with computer and browser use more than you'd like. Tokens in the Dot chat are free, but can heavily burn tokens when managing Codex threads. Who it's for: Builders who do a lot of coding. ChatGPT power users. Anyone who has long running tasks they'd like an agent to project manage for you If you put the right agents on the right tasks, you'll have super powers. I use all 4 of these every single day, and switching between them is a breeze They're all also EXCELLENT agents, so if you can only use one, using any of them is good enough. You can choose literally any of these 4 as daily drivers and you'll be way more productive than the average person Just make sure you're USING them, and not just reading about them.
@AlexFinn2026-10-01♥764👁76.8K↗ 打开X
Figured out how to make ChatGPT Dots an outrageously powerful agent: Use it as a project manager, not an assistant (skill linked below) The strength of ChatGPT is its harness. The desktop app is excellent and has an outrageous amount of tools So if you use your Dot to project manage other threads/tools, it can get a lot more done than other personal assistants that you just ask to make you reservations You can have it work on other projects for you continuously, loop over apps you're building, keep an eye on progress of other work, and just do a ton of things at once You DO NOT want to be using this as just a personal assistant. The model and harness are too good to be just booking you dinner reservations. Here is how I have it act as more of a project manager: have it start and keep an eye on other ChatGPT threads Give it a goal for that thread (build an awesome video game, create this business idea for me, build this presentation) Then have it manage that thread, working towards that goal step by step As it goes along, have it test every step then update a ChatGPT Space with information on that thread Then, do this with multiple projects and threads. It's really good at multitasking. If you set the right expectations for project management, you can get a tremendous amount of work done at once. Way more than you could with just a basic personal agent like Muse I built a project management skill you can give your Dot that sets all the expectations I mentioned above. You can check it out here: https://t.co/aVcTJJ2cGN Does Dots have wildly different features than other agents? No But if you take advantage of it's strengths the right way, you can be wildly productive
把Dots当项目经理而非助理,并附自制skill;生产力结论为个人体验。
▸ 折叠1条(转推/噪音)
转推2026-10-02 RT @AlexFinn: Figured out how to make ChatGPT Dots an outrageously powerful agent: Use it as a project manager, not an assistant (skill li…
Adam Lyttle@adamlyttleappsindie59.0K粉 · 4条一周不用手机的体验为主,另有家庭相关个人内容。
@adamlyttleapps2026-10-03♥31👁2.3K↗ 打开X
I went a whole week without my phone Relied only on my Apple Watch Ultra 4 First thing I noticed is how much I reached for the phone as a distraction or because I was even slightly bored. I never realised how much my brain looks for distractions so it doesn’t need to deal with its own thoughts
@adamlyttleapps2026-10-02♥26👁6.6K↗ 打开X
For the last 2 weeks I’ve been desperately trying to save my family. But sometimes you just gotta accept what you don’t want to accept and push forward.
引用@adamlyttleappsThere’s this weird dichotomy of being hyper focused/high agency with something this rewarding (that it literally lifts your families quality of life) But also being so absorbed in it that people around you think you’re emotionally unavailable. Or … ↗
@adamlyttleapps2026-10-02♥31👁8.2K↗ 打开X
This company now seems to be attempting to intimidate me into not working with authorities Can’t make this up
引用@adamlyttleappsAll it took was pressure from the media and 4 years of waiting to get this fixed by the company I went out of my way to find the CEO contact details. Followed up multiple times. Tried everything I possibly could to get this attended to. Glad it's fixed … ↗
@adamlyttleapps2026-10-02♥447👁56.7K↗ 打开X
A goldmine of information here Reposting so I can come back to it
引用@anulagarwalVibe coding games but making $0? This article might help you! https://t.co/FhLjyQhght ↗
Arvid Kahl@arvidkahlindie211.0K粉 · 6条集中讨论Agent工程纪律、仓库内上下文、对抗审查和可代表生产的数据。
@arvidkahl2026-10-03♥30👁4.0K↗ 打开X
If you trim down your prompts, you’re making it worse. At best, you repeat yourself, you re-describe ideas in several ways, you go on tangents, and you explore way beyond the initial scope. More context means more clarity, at least for the LLM.
主张不要为省token过度删提示;更多上下文未必总对,仍需按任务验证。
@arvidkahl2026-10-02♥104👁5.6K↗ 打开X
Right now, we're in the "omg AI can write code and solve math problems, what a miracle" stage. But the true Cambrian explosion will be near-instantaneous smart inference at the edge. Real autopilot for any vehicle. No spam ever again. And that's just the obvious stuff.
@arvidkahl2026-10-02♥31👁5.2K↗ 打开X
It looks like taking a stroll through Azeroth while watching your agents do the work has similar effects to actually taking a walk, at least on the level of “distract your conscious mind so that your subconscious can work on the other stuff”. Interesting.
引用@airkatakanais anyone in tpot actually going to commit to world of warcraft im sitting on three level 20s in the beta and did this with no drop to my productivity. in fact my productivity may have increased because now im at the computer watching codex all the … ↗
@arvidkahl2026-10-01♥441👁38.5K↗ 打开X
A couple of my learnings reflected here: - adversarial reviews (ideally with a 3rd agent as arbiter) at every step - max coverage test suite, unit to e2e, no exceptions. TDD must be baked into agentic flows - human review matters more for non-code stuff, particularly at the architecture and decision-making stages - contextmaxxing in the repo: docs, ARDs, customer ICP descriptions, runbooks, schema commentary, all must live INSIDE the codebase, not just attached to it - contextmaxxing in the process: track every agentic conversation + changes made (via Entire or similar) and attach to ticket/PR - dev/testing DB content matters more than ever: dry runs, workflow simulations, edge case hunting, performance measuring needs to happen before things hit prod, seeds aren't dummy data; they need to be representative of prod, if not in volume, then in shape - code that works best for agents doesn't look best to humans: humans need to think of themselves as validators, not proofreaders. Comprehension is now a function of our tools, not a state of our minds. Weird, novel, and kinda scary, but things operate at speeds that typing letters into a text field can never catch up to again.
引用@dhhIt takes a while to build the confidence, but there's no future where you're manually reviewing every line of agent code. Not much acceleration in that. You need adversarial agent reviews, you need automated testing, and maybe you spot check. That's it. From … ↗
对抗审查、完整测试、代表性数据与仓库内文档是一套成体系的Agent工程清单。
@arvidkahl2026-10-01♥94👁6.7K↗ 打开X
Why does it feel like such a MASSIVE waste of time to watch Claude deliberate and talk to itself for 20 minutes during its planning phase, but it's perfectly fine to brainstorm, discuss, draft and re-draft a spec (v4.final.2.final.md) for 2 hours in a meeting of 5 people?
20分钟模型规划与两小时人类会议的心理落差,点出等待体验问题。
@arvidkahl2026-10-01♥51👁5.8K↗ 打开X
This short story by Fredric Brown, written in 1954, is my favorite hot take on AGI. https://t.co/h08rIDnKJL
▸ 折叠2条(转推/噪音)
转推2026-10-02 RT @JackEllis: This is how I spend my tokens https://t.co/cApSEsoQJO
转推2026-10-01 RT @NoemiTitarenco: can i see proof of the effectiveness of adversarial reviews? Does it vary if you put different models against each oth…
Danny Postma@dannypostmaindie185.4K粉 · 2条公开Hetzner、Tailscale与多端Agent的远程工作流,准备再包一层Kanban。
@dannypostma2026-10-03♥369👁26.5K↗ 打开X
Finally found my ideal remote agent setup. Hetzner + Ocra Orca runs on my laptop, iOS and Hetzner server. I can start a project at home and continue in the go, without being afraid it breaks anything. All are connected via Tailscale so the server is secure + can serve me preview builds no matter where I am. I’m building a wrapper around it now that gives me a kanban task board and many more learnings from my previous AgentOS. Fun!
远程Agent环境:Hetzner、Tailscale、多端继续任务,再加Kanban控制层。
@dannypostma2026-10-02♥88👁11.0K↗ 打开X
Grok/X/@cursor_ai billing so confusing I have SuperGrok Heavy and X Premium yet Cursor is on Free plan. How does one consolidate this?? https://t.co/dZ5ULOzOPe
Marc Lou@marclouindie404.0K粉 · 5条更新TrustMRR流量与买家交易管道,夹杂健身和自转推。
@marclou2026-10-03♥55👁4.2K↗ 打开X
Diet is how you get in shape, not working out. https://t.co/DQK0W4NcdH
引用@marclouI did my yearly body fat test this morning. 5.5% The doctor used a skinfold tool and measured 7 areas on my body. 5.5% is very low, and I'm still a bit skeptical because bodybuilders have 3-4%, and I look nowhere near that. I'm 181cm and 84 kg, so my lean … ↗
@marclou2026-10-02♥125👁19.0K↗ 打开X
I did my yearly body fat test this morning. 5.5% The doctor used a skinfold tool and measured 7 areas on my body. 5.5% is very low, and I'm still a bit skeptical because bodybuilders have 3-4%, and I look nowhere near that. I'm 181cm and 84 kg, so my lean mass is good. I'm happy not to have excess fat because it can disrupt metabolism and increase cardiovascular risk.
@marclou2026-10-02♥160👁17.5K↗ 打开X
Build what your users need, and they’ll do the marketing for you. (mention tracking by https://t.co/vjhTLjM5sA) https://t.co/IszYSYrjti
@marclou2026-10-01♥170👁13.6K↗ 打开X
TrustMRR now has 230K monthly unique visitors. +30% vs. last month 51% of visitors return, and they visit an average of 4.6 pages per session. https://t.co/zXLi5raDgu
TrustMRR自报23万月独立访客、环比+30%、51%回访。
@marclou2026-10-01♥192👁19.2K↗ 打开X
I added a new acquisition pipeline for buyers of TrustMRR: ❤️ Save startups 📁 Group by folders 🤝 See ongoing deals If you're a user, please let me know what's missing? Thanks! https://t.co/ZhnlNeDGvW
把收藏、文件夹和交易状态做成买家管道,流量开始进入工作流。
▸ 折叠8条(转推/噪音)
转推2026-10-03 RT @alexwestco: Building a $1M business for the second time. I made $1,409 in September 2026. 🚀 CyberLeads - $1,083 🤣 Modeling - $250 🌐 B…
转推2026-10-02 RT @marclou: I did my yearly body fat test this morning. 5.5% The doctor used a skinfold tool and measured 7 areas on my body. 5.5% is v…
转推2026-10-02 RT @marclou: I finally got a Reverse Osmosis filter! For the past 3 years, I've been traveling the world looking for a place to live. Now…
转推2026-10-02 RT @marclou: Build what your users need, and they’ll do the marketing for you. (mention tracking by https://t.co/vjhTLjM5sA) https://t.co/…
转推2026-10-02 RT @trust_mrr: ACQUIRED ✅ 🎉 A mobile app just got acquired on TrustMRR. 💰 Sold for $2.9K 🤑 $180 revenue last 30 days 📈 1.3x multiple It…
转推2026-10-01 RT @marclou: TrustMRR now has 230K monthly unique visitors. +30% vs. last month 51% of visitors return, and they visit an average of 4.6…
转推2026-10-01 RT @marclou: I added a new acquisition pipeline for buyers of TrustMRR: ❤️ Save startups 📁 Group by folders 🤝 See ongoing deals If you're…
转推2026-10-01 RT @wickedguro: Hi everyone! After investing a lot of money in agent-media, I decided to sell it. The project is great, but it was a mist…
Thomas Sanlis 🥐@T_Zahilindie24.4K粉 · 6条持续表达AI接管工作后缺少智力挑战,转向线下兴趣与生活选择。
@T_Zahil2026-10-02♥16👁2.8K↗ 打开X
Elon musk is not a genius He is a genius:
引用@bigaiguyA French engineer who lives quietly in Paris has spent 30 years writing software that the entire internet now runs on without knowing his name. He wrote the code that streams every YouTube video, every Netflix show, every TikTok clip. He wrote the code that … ↗
@T_Zahil2026-10-02♥12👁3.1K↗ 打开X
Simple, yet SUPER useful 🔥🔥
引用@noahkaganEvery founder should do this today. ✋ Paste this into Claude: "Go to [your site]. Sign up as a brand new user. Go through onboarding and use the product like a real customer would. Then give me the top 5 things to fix, with what you saw at each step." It … ↗
@T_Zahil2026-10-02♥26👁1.1K↗ 打开X
2025: AI is going to make us soooooo productive, the world is changing so fast omggg AGI AGI 2026: https://t.co/kdDQkgDyLb
@T_Zahil2026-10-02♥15👁2.5K↗ 打开X
This is it: "No challenge" I already do a lot of sports, I play video games, I see my friends often, I do gardening etc But I have no intellectual challenges anymore, since AI took over my work What's the solution 🤔? https://t.co/KHDfyrhHQK
引用@T_ZahilI can feel my brain frying since early 2026 because of AI I need more offline hobbies ↗
AI接管工作后“没有挑战”的个人情绪样本。
@T_Zahil2026-10-02♥81👁5.5K↗ 打开X
I can feel my brain frying since early 2026 because of AI I need more offline hobbies
@T_Zahil2026-10-01♥120👁7.1K↗ 打开X
One day I'll sell all my projects, buy a farm, open a guest house in the country side, and never touch a laptop again
Brett@BrettFromDJindie170.9K粉 · 2条关注端到端创意自动化和Relay式创作者分发网络。
@BrettFromDJ2026-10-01♥47👁7.6K↗ 打开X
Computer use + Higgsfield inside ChatGPT is kinda insane. One prompt can now: Find a real storefront Use Higgsfield to redesign it Create a promo video Find the owner and pitch them Find someone to actually make the sign The entire creative workflow, automated end-to-end. https://t.co/fTyw551DOj
@BrettFromDJ2026-10-01♥107👁47.6K↗ 打开X
UGC agencies might be cooked. This tool turns your website into content and gets 50,000 creators to post it. Pretty sure they're coming for the entire category. 😅
引用@klashsarmaToday we’re introducing Relay We raised $20M from Google, Point72 & the founder of Reddit to build it. 1) Drop your website 2) Relay will create your content 3) Automatically distributes to our network of 50,000 U.S. creators 4) Drive millions of views and … ↗
Relay以5万创作者网络冲击UGC代理的判断来自转发者。
Jon Yongfook@yongfookindie172.8K粉 · 6条发布免费的Mac虚拟摄像头产品,并公开首日573访客、零MRR。
@yongfook2026-10-02♥42👁4.6K↗ 打开X
Just added! [REDACTED] Camera, a virtual camera app for mac that blurs faces. Blur all, or blur everyone except you. Works with zoom, google meet, and any other video app. Free! https://t.co/TBWv16spak
@yongfook2026-10-02♥41👁10.6K↗ 打开X
What's a good windows machine that won't make me suffer too much? Need it for dev purposes. We making desktop apps now!
@yongfook2026-10-02♥53👁11.3K↗ 打开X
There is hope.
引用@T_Zahil"Ship fast" is dead. I agree with Olly on everything here, but I think the game is still on: the rules have just changed. I run a launch platform that receives 300+ product submissions every day, and I can tell you two things: 1️⃣ Everyone is building the … ↗
@yongfook2026-10-01♥59👁8.7K↗ 打开X
Day 1 stats for [REDACTED] 573 visitors, 1.2k pageviews zero MRR (well, it's free and there's no paid option) https://t.co/f3U9w6kwlA https://t.co/ZELUhTkUez
免费产品首日573访客、1200页浏览、零MRR,口径清楚。
@yongfook2026-10-01♥100👁9.0K↗ 打开X
I posted on linkedin. This is the hell that AI has wrought.
@yongfook2026-10-01♥33👁5.5K↗ 打开X
Very pleased with how the [REDACTED] launch went. In fact you could say that I’m [REDACTED]
Marc Köhlbrugge@marckohlbruggeindie89.0K粉 · 4条以域名、登录和D1-TRUE笑话为主,产品信号较少。
@marckohlbrugge2026-10-02♥37👁2.5K↗ 打开X
if every single service could please just stop signing me out all the time that would be great
@marckohlbrugge2026-10-02♥95👁10.5K↗ 打开X
I’ll save you the trouble Wrote a script the few days ago checking all dictionary words and all the good ones are taken
引用@PolymarketBREAKING: Slovenia sees an unprecedented +2,100% surge in .⁠si domain registrations after Trump officially renames AI to “Super Intelligence,” with 44,000 registered in September alone. ↗
@marckohlbrugge2026-10-01♥69👁6.4K↗ 打开X
Today I’m releasing D1-TRUE, an open-source decision model that returns a single boolean for any input. It leads the field on latency. The full weight file fits in a tweet: filename: decision.txt contents: true Zero parameters. Constant-time inference. No tokenizer. 50% accuracy on balanced binary tasks. Paired with the upcoming D1-FALSE checkpoint, the models are expected to reach a combined 100% accuracy when correctly applied
@marckohlbrugge2026-10-01♥41👁8.2K↗ 打开X
引用@marckohlbruggeIt's kinda ridiculous we have to pay for ChatGPT again and again for each new wrapper app. @OpenAI should offer a "Sign in with ChatGPT" button that lets developers easily use the API on the user's behalf. https://t.co/LJMEDwJo2u ↗
▸ 折叠1条(转推/噪音)
噪音2026-10-02 gm https://t.co/P0LeCtr7kw
Dan Kulkov@DanKulkovindie50.5K粉 · 8条公开9月iOS收入与YouTube效果,同时高频转发自家产品和Relay代理玩法。
@DanKulkov2026-10-03♥5👁862↗ 打开X
babe wake up ClipsPal 2.0 just dropped https://t.co/txRy1YIDAc
@DanKulkov2026-10-02♥13👁1.4K↗ 打开X
insane that AI can produce such unique design https://t.co/u7haHcKUO6
@DanKulkov2026-10-02♥81👁22.8K↗ 打开X
some motherfucker tried to log in my account 15,000 times 🫠🫠🫠
引用@DanKulkovmoved from supabase postgresql on hetzner $7/mo vs. $35/mo unlimited projects highly recommend it ↗
@DanKulkov2026-10-02♥48👁6.2K↗ 打开X
posting X article without paid partnership https://t.co/o6aPQfH82Q
引用@DanKulkovsomeone had to say this https://t.co/ZMxnMmPRuE ↗
@DanKulkov2026-10-02♥18👁2.0K↗ 打开X
someone had to say this https://t.co/ZMxnMmPRuE
@DanKulkov2026-10-02♥0👁65↗ 打开X
taking youtube seriously changed my life https://t.co/JQIKDOBiHD
@DanKulkov2026-10-01♥7👁1.2K↗ 打开X
launch your content agency today > no creative team > no creator sourcing > no distribution ops Relay turns a client’s website into a brand book and content library in under 30 seconds. approved posts go to 50,000 human creators. every result gets tracked. here’s the business: 1. sell content testing to app founders, ecommerce brands and consumer startups. 2. charge $2k–$5k per month (relay costs $99 per month) 3. relay handles the research, content, distribution and tracking. you handle approvals. 95% will read this and continue to scroll lmao
引用@klashsarmaToday we’re introducing Relay We raised $20M from Google, Point72 & the founder of Reddit to build it. 1) Drop your website 2) Relay will create your content 3) Automatically distributes to our network of 50,000 U.S. creators 4) Drive millions of views and … ↗
Relay代理玩法的收费建议,不是已实现收入。
@DanKulkov2026-10-01♥4👁375↗ 打开X
💸📱 my ios apps made $4,458 in September > 11% decrease to August :( > ARPU is 6.8% down :( > Convert is 1.4pt higher :) > 🇺🇸🇩🇪🇬🇧🇳🇱🇲🇽🇧🇷🇦🇺🇨🇦🇯🇵🇦🇹 tracked with ActivationPal Wrapped free to use! https://t.co/mfrcguFtQc
9月iOS收入4458美元,环比、ARPU与转化拆分值得保留。
▸ 折叠7条(转推/噪音)
噪音2026-10-03 pls read this https://t.co/1jCHnceGVv
转推2026-10-03 RT @DanKulkov: insane that AI can produce such unique design https://t.co/u7haHcKUO6
转推2026-10-02 RT @DanKulkov: taking youtube seriously changed my life https://t.co/JQIKDOBiHD
转推2026-10-02 RT @DanKulkov: 💸📱 my ios apps made $4,458 in September > 11% decrease to August :( > ARPU is 6.8% down :( > Convert is 1.4pt higher :) >…
转推2026-10-01 RT @DanKulkov: > build a cookie clicker game for websites > had early advantage > lose #1 place to ios widget it's so over https://t.co/O8…
转推2026-10-01 RT @DanKulkov: moved from supabase postgresql on hetzner $7/mo vs. $35/mo unlimited projects highly recommend it
转推2026-10-01 RT @DanKulkov: 🍪 launching Cookie Clicker for marketing! > Claim your spot > Buy upgrades > Get real clicks to your website 97 spots left…
Jonathan Wilke@jonathan_wilkeindie29.7K粉 · 2条两条短推,称Devin是目前最能放心交付任务的Agent。
@jonathan_wilke2026-10-01♥25👁3.3K↗ 打开X
I have been using @DevinAI for the last 2 days for all my coding work and I have to say as of right now this is the agent that I trust most with just getting a task done.
@jonathan_wilke2026-10-01♥61👁14.6K↗ 打开X
bookmark this and show it to your coding agents.
引用@_heyricoApps design UI Cheatsheet (bookmark this) - Type: Inter, 16/20px Medium titles, 13/16px Medium labels, 14px Regular body - Buttons: 32px height, 10px radius - Rows: 40px data, 44px stores - Badge: 20px height, 6px radius, #CAFACE fill, #15B042 text - Switch: … ↗
Simon Høiberg@SimonHoibergindie163.5K粉 · 4条自报四个SaaS已由Agent写全部代码,同时抱怨模型合规与体验问题。
@SimonHoiberg2026-10-02♥21👁5.3K↗ 打开X
This is getting completely out of hand. GPT-6-sol will outright refuse to do work over the slightest little details, completely unreasonably. First acting like a petty lawyer then giving me a small moral speech when I ask them to stop. I now added a switch on all task items where I can set Qwen 3.8 Max or DeepSeek 4.1 Pro with a single click. These are my "compliance models" - they'll do what I tell them.
引用@SimonHoibergThere's nothing more infuriating than GPT-5.6 or Fable acting "morally superior" and refusing to do the work I assign them. And it happens often... GPT-5.6 refusing: - To create content the way I say. - To create ad campaigns the way I want. - To advise or … ↗
@SimonHoiberg2026-10-02♥34👁5.5K↗ 打开X
Switzerland, UAE, and Singapore all have this in common. High-trust and super safe societies.
引用@levelsioA good example @johnonolan sent me today An Apple Store in Dubai where you have Apple Watches lying around freely with the door open, not secured, not behind glass Right by the front door! A high trust society like we used to have too … ↗
@SimonHoiberg2026-10-02♥25👁4.8K↗ 打开X
Very sad to see this comment section. How the people I know must be "boring" and "not cool" while bragging about their own friends competing in who can drink more and labeling themselves "alcoholics" like it's a flex. I'm glad most gen z's and younger seem better wired than this. They'll likely become the influence of my children instead of this sad bunch.
引用@0xAnav@SimonHoiberg You don't have cool friends ↗
@SimonHoiberg2026-10-01♥47👁5.9K↗ 打开X
My company runs 4 SaaS products, and we used to be 4 developers (me included). Now we're down to 2 human devs, and neither of us writes code anymore. AI agents now write 100% of our code. (No exceptions) This is a superpower! But if all you're doing with it is dropping slop granades on an already slopped up internet, you're wasting it. If you do it right, it can be the biggest competitive advantage you'll ever have. But it requires discipline 👇
四个SaaS、两名开发者、100%代码由Agent生成均为作者自报。
▸ 折叠1条(转推/噪音)
转推2026-10-02 RT @SimonHoiberg: My company runs 4 SaaS products, and we used to be 4 developers (me included). Now we're down to 2 human devs, and neithe…
Josh Pigford@Shpigfordindie75.1K粉 · 10条新服务试卖与新品牌预告并行,并称Opus 5.5让订阅数量下降、产出反增。
@Shpigford2026-10-02♥16👁2.6K↗ 打开X
you could. but you won't.
@Shpigford2026-10-02♥39👁6.1K↗ 打开X
this little experiment i posted last friday was an overwhelming success. have spent the past week up to my ears onboarding companies. i'm doing one more quick round at $1500/mo. just 9 slots left. then will be launching the service publicly at $2000/mo. DM me!
引用@ShpigfordDoing a little experiment. Looking for 5 software companies to run SEO for, 1-on-1. I built an AI SEO system that runs on my own products every day. Now I want to run it on a few sites that aren't mine. What you get each month: • A keyword map of your … ↗
@Shpigford2026-10-02♥35👁2.7K↗ 打开X
how you know you have too many projects. https://t.co/AUIW6mZ8zY
@Shpigford2026-10-02♥19👁3.4K↗ 打开X
new brand dropping next week! https://t.co/gJyXuEdBeQ
@Shpigford2026-10-02♥25👁1.8K↗ 打开X
since opus 5.5 i've gone from four 20x max subs to one and arguably have produced more. absolutely phenomenal.
Opus 5.5后订阅从四份降到一份且产出更多,为个人体感。
@Shpigford2026-10-02♥2👁1.5K↗ 打开X
if you want to feel like you’re perpetually having a stroke, just go check out your drafts https://t.co/O0LqE2X0xN
@Shpigford2026-10-02♥30👁6.5K↗ 打开X
he did in fact regret this
引用@ShpigfordI know I'm going to regret this but... Anyone happen to have a .com/.co/.ai for sale that might work well for an SEO/AEO/GEO service? DM me, please. 🫣 ↗
@Shpigford2026-10-01♥37👁3.4K↗ 打开X
quick announcement: i'm abandoning literally everything. going forward i'll be dedicating my life to the operation of miniature RC construction equipment. https://t.co/Y3cHT4V6to
@Shpigford2026-10-01♥45👁11.0K↗ 打开X
I know I'm going to regret this but... Anyone happen to have a .com/.co/.ai for sale that might work well for an SEO/AEO/GEO service? DM me, please. 🫣
Andrea Bosoni@theandrebosoindie64.2K粉 · 1条判断SaaS会进入Agent应用层,并提出AI商店优化的营销机会。
@theandreboso2026-10-01♥26👁1.9K↗ 打开X
I think most SaaS will be apps inside AI agents within a few years. OpenAI now lets plugins ship their own UI in ChatGPT. Founders I've talked to got a wave of installs when they launched their plugin. I also think that if this is true the next big thing in marketing might be AI store optimization.
Agent应用商店与ASO类比,是早期营销判断。
Kyle Gawley@kylegawleyindie45.5K粉 · 2条两条短推,核心观点是“功能从来不是护城河”。
@kylegawley2026-10-02♥5👁1.2K↗ 打开X
how much did you lift today? https://t.co/NtJgTLyla6
@kylegawley2026-10-02♥3👁1.3K↗ 打开X
Building features was never the moat.

数据:Twitter/X(独立开发者+AI行业两个cohort)+Hacker News(前排/Show HN)+Reddit(当日top+热评)+GitHub新星。原文照登。Twitter转推及噪音共71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。