独立开发者日报

答案开始长成界面,低价模型也必须重算整条任务账单

GPT-6把一次回答变成可交互工具,Haiku 5.5则提醒市场:低单价不等于低任务成本。另一边,数学争议进入公开改进,编码Agent的有效打法反而收敛到更少魔法、更硬验收。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-10-08 · Twitter 41账号/209条 · HN 59条 · Reddit 44帖 · GitHub新星 4个 · 正文约30分钟 · 窗口10-07 ~ 10-08

编者按

这一期最值得盯的不是又一个聊天模型,而是聊天框开始现场生成软件。OpenAI把GPT-6与Intelligent UI一起推向ChatGPT,答案可以混合文字、图形、计算器和即时工具。模型竞争正在从“谁回答得更好”走向“谁能把下一步操作直接铺在你面前”。

价格叙事也进入细账阶段。Anthropic称Haiku 5.5平均比上一代便宜约75%,但一个长上下文编码样本里,它完成同一任务的API等价成本是GPT-6 Luna的约12倍。单个实验不能定胜负,却把真正该算的单位暴露出来:不是每百万token,而是每个成功任务。

还有两条回声。OpenAI数学结果发布一天后,争论已从“模型会不会解题”转到研究议程、披露规则与Lean改进;编码Agent这边,工具越堆越多,DHH等人的公开打法反而收敛到原生模型、交叉审查和确定性验收。能力继续涨,稀缺的仍是问题选择与证据链。

1

GPT-6把答案变成一次性应用,聊天框开始现场长出界面

交互界面

OpenAI宣布GPT-6与Intelligent UI向ChatGPT用户推出。官方给出的变化不是“回答更漂亮”,而是模型会把文字、视觉元素和可交互控件组合起来,现场生成计算器、图解或任务工具:

@OpenAI2026-10-07♥14.6K👁2.1M↗ 打开X
GPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the spot. https://t.co/XL2gDCPBwG
热评 · throwaway7783
Is this OpenAI catching up with Anthropic artifacts? At the same time they say "We’ve trained GPT‑6 to compose responses using text, visuals and interactive elements...", rather than a harness.
HN首日▲635、348条讨论;最高赞评论直接追问这是不是在追赶Anthropic Artifacts,说明界面能力很快会被按产品体验而非模型参数比较。
▲572GPT-6 and Intelligent UI for everyoneNewsr/OpenAI · 73评论 · 链接↗
r/OpenAI同步把官方发布推到高位,但帖子本身没有独立实测,热度不能替代可用性证据。

这一步真正改变的是产品边界:过去应用先设计界面,再让模型填内容;现在模型可以针对一次问题临时生成界面。它未必取代稳定软件,但会先吞掉那些低频、短时、状态简单的“小工具时刻”。

💡 拿三个真实任务测动态界面:一次性计算、带状态的比较、需要保存结果的长期流程。分别记录生成时间、交互错误、结果可复现性和下次能否继续;前两类可能被聊天框吃掉,第三类仍需要产品承接。
2

Haiku 5.5标价更低,但长任务把“便宜”重新变成一道应用题

模型成本

Anthropic发布Claude Haiku 5.5,称其平均运行成本比Haiku 4.5低约75%。官方在Reddit补充了适用范围:10万token以内按token比上一代低90%,这类请求约占旧Haiku请求的90%;更长任务则约便宜一半。

@claudeai2026-10-07♥6.7K👁211.3K↗ 打开X
Introducing Claude Haiku 5.5: the cheapest, fastest, and most capable small model we’ve ever released. On average, it costs around 75% less to run than Claude Haiku 4.5. https://t.co/jm06cZJfkV
Claude Haiku 5.5 is the cheapest, fastest, and most capable small model we’ve ever released. On average, it costs around 75% less to run than Claude Haiku 4.5. Haiku 5.5 is designed for high-volume, cost-sensitive tasks. It reliably handles quick, repetitive …
热评 2 条
官方帖同时宣布Sonnet 5.5缓存读取降价50%;这些都是平台口径,仍需按实际任务复算。

社区马上给出反例边界。一位用户让Haiku 5.5和GPT-6 Luna做同一个voxel pagoda,记录到Haiku使用约2.69亿缓存输入token、446万输出token,API等价成本24.96美元;Luna为1.96美元。作者把差距主要归因于Haiku在10万token以上的价格阶梯与更高token消耗。

haiku 5.5 just dropped, so I really wanted to see how it stacks up against its direct competitor, which is gpt-6 luna, chose the infamous voxel pagoda test. what I really wanted to see is if anthropic managed to make at least their cheapest model not be a …
这是单个用户、单个harness、单个任务的自报结果,不足以推出普遍排名,但足以否定“低单价必然低总成本”。
▲879Claude Haiku 5.5423评论 · HN↗
热评 · TheAmazingRace
I wonder if we have an AI LLM equivalent to Moore's Law. Like how often do we expect improvement in this technology and with what timing?
HN首日▲879、423条讨论,关注点很快从发布本身转到小模型能力提升的速度。
💡 建立按任务计价表:成功率、总输入与输出token、缓存命中、上下文跨档次数、重试次数和最终成本。短分类、长编码和浏览器任务分开测,不用一张每百万token价目表替代选型。
3

数学发布进入第二天:争议从证明真假扩展到谁决定研究议程

昨日回声

回看2026-10-07:模型开始碰开放数学问题,披露与复核流程也成了产品的一部分

昨天OpenAI公开模型参与生成的大批数学结果时,核心问题还是验证与归属。今天讨论继续升级:Terence Tao谈“Math 2.0”需要更整体地衡量数学进展,Scott Aaronson则用“The Mathocalypse”集中讨论理解、暴力搜索与学科激励。

热评 · adrianN
I wonder how we could formalize the notion of „interesting“ problems in a way that would allow us to automatically generate new interesting questions from the existing corpus of mathematics.
▲235The Mathocalypse265评论 · HN↗
热评 · matt3210
Agents basically did statistically guided brutforcing. There is no value in what they produced because it lead to no understanding of anything and most likely will hurt the field IMO
▲235、265条讨论;最高赞评论认为统计引导的搜索没有带来理解,这是一种强烈立场,不是已解决的共识。

Reddit同时出现两股相反动作:一边转发人类数学组织的抵制声明,质疑OpenAI未遵循研究者建议;另一边有人链接公开仓库,称研究者已在Lean里改进近期结果。后者仍需独立核验,但它至少说明发布物已经进入可修改、可形式化检查的公开循环。

So much for the “we don’t learn anything from these slop proofs!” excuse https://github.com/CrocSwap/integer-mult-bounds
帖子声称改进已由Lean验证并给出仓库;本期资料没有独立复核该证明。
💡 跟踪AI科学成果时增加两列:研究者是否同意问题与署名处理方式、发布后是否产生公开可复查的修正。验证证明只是底线;研究议程与激励如何被改变,也应成为评价的一部分。
4

Agent工具继续爆炸,成熟用法却收敛到原生能力、交叉审查和断言

昨日回声

回看2026-10-07:编码Agent越强,约束本身越像一套给模型用的用户界面

HN今天出现Docker Agent,最高赞评论已经把Agent harness类比成当年的JavaScript框架潮:人人都要有一套。另一边,DHH给出的日常配置几乎反其道而行——任意harness、多个并行Agent、很少的skills,再加交叉审查。

▲237Docker Agent110评论 · HN↗
热评 · blakeashleyjr
While I love new open source dev (especially in Go!), agent harnesses are turning into JS frameworks from yesteryear. All the cool kids have one!
@dhh2026-10-07♥3.8K👁144.2K↗ 打开X
This. People keep asking me for my setup. It's really just any harness, multiple agents concurrently, barely any skills, and using adversarial reviews. There's no magic sauce (or source!). The models are great out of the box.
引用@thdxra weird inversion with LLMs is the models improve faster than the tinkerers when i see people with custom workflows and setups they're all addressing problems that don't exist anymore the person naively using vanilla codex is more likely to be experiencing … ↗
@dhh2026-10-07♥2.9K👁152.5K↗ 打开X
Here's my technique for adversarial code review if I'm driving from Codex: "Review this with claude". And when I'm in Claude: "Review this with codex". Models know how to to kick off a review using the cli. Know how to take turns. Know how to settle an argument. No magic.
他的具体做法很朴素:在Codex里要求Claude复核,在Claude里要求Codex复核,让模型通过CLI轮流审查。

“少魔法”不等于“少工程”。Matt Pocock强调要让Agent关心代码库,而不是只完成眼前任务;GitHub新星榜里的tester-army/e2e连续第四天上榜,把自然语言操作与locators、assertions的确定性验收放在同一测试里。

@mattpocockuk2026-10-07♥1.1K👁56.0K↗ 打开X
Today's hot take: Agents are actually really good at strategic programming It's just they aren't RL'd to actually care about it "Just do the task at hand, don't do anything else" So all you need to do is to tell your agent to care about its own codebase. But the truth is that most people actually don't care that much about the codebase, as long as the code works. This needs to change. Care about the code, and tell your agent to.
tester-army/e2e+1.4K/日 · 共8.0K★ · 18%/日 · 4次上榜TypeScript
Next generation e2e testing framework for web and mobile apps.
本日+1390星、总7950星;README把Agent负责操作、定位器与断言负责验收写成核心模型。
💡 先删掉一层自定义编排,只保留任务规格、独立复核和确定性测试。用同一批任务比较简化前后的成功率、返工时间与故障可解释性;如果复杂harness没有减少失败,就只是把问题藏深了。
5

从1991年DOS游戏到PS5二进制,Agent正在把软件考古推向日常

软件考古

今天几个来源同时出现同一类用例:不是从零生成新Demo,而是理解旧系统、修复断点、重新获得访问。Levelsio把带多人联机的Quake III塞进X帖子;HN高位是把PSP版《战神》重编译到WebAssembly、直接在浏览器运行。

@levelsio2026-10-07♥147👁24.2K↗ 打开X
Inspired by @jaivinwylde I put the entire game of Quake III with WORKING multiplayer inside this tweet 🐣 Just click below to play! https://t.co/34vymMfzTr

更小也更具体的案例来自r/ClaudeAI:一位用户称Claude定位并用3字节补丁绕过了1991年DOS游戏的声卡检测故障,让旧机器重新运行游戏。GitHub新星榜的AnyPS5则走另一条路:把PS5可执行文件重链接成目标系统原生格式,并补齐系统库,不依赖传统模拟器进程。

This isn't on par with discovering new planets like some people are doing, but my minor success today had me quite literally (in the Merriam-Webster meaning of the word) giddy with laughter, so I wanted to tell you all this very brief story. I recently …
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 50 comments.** **OP used Claude to reverse-engineer and patch a 30-year-old DOS game, and the thread is absolutely here for it.** Claude diagnosed a bug where the game froze while looking for a specific sound card, then wrote a 3-byte patch to skip the check. It worked on the first try, letting OP's kid play *Operation Neptune* on original retro hardware. * The …
▲150 Imposslen: Man I love this! If this was pre AI people would want you to go to stack overflow and make a post. Then they would bait you with very little help followed by " I'm not going to spoon feed you " then they would want you to read a book about computer core memory or some shit totally unrelated. Then when you finally quit they would've said to leave programming to programmers! Now stack overflow is on its last leg and pe …
作者自报补丁首次成功;这是个人复古硬件案例,不代表通用逆向能力。
boykopovar/AnyPS5+2.7K/日 · 共12.4K★ · 22%/日 · 3次上榜C++
Tool for automatic PS5 executables porting to Linux and Windows
连续第三天上榜,本日+2716星;项目明确仍在逐步补兼容性。
💡 软件考古类产品先挑合法、可验证的窄任务:文件格式迁移、停服工具替代、个人数据恢复或兼容性补丁。把原始输入、补丁差异和可运行测试都留存;技术可行不自动解决版权与分发边界。
6

SaaS没有死,普通SaaS的及格线被抬高了

产品判断

r/SaaS今天有人把问题问到底:当用户能用AI在几天内拼出单功能软件,29到99美元月费到底还在卖什么——数据、分发、集成、信任,还是用户根本不想维护?

I've been thinking about this a lot lately. With tools like Claude Code getting better so quickly, you can already build things in days that used to take months. And we're just getting started. If anyone can describe what they need, connect a few APIs, and …

独立开发者的回答分成两半。Yongfook认为AI不会杀死SaaS,但会要求独立开发者交付过去十倍规模的产品;Kyle Gawley则提醒,大多数客户买软件就是为了省时间,不会为省20美元自己维护替代品。

@yongfook2026-10-08♥247👁20.9K↗ 打开X
I don’t think AI will kill SaaS completely. But it absolutely shifts the expectation that you as an indiehacker should ship something 10x bigger than what you could previously. Anyone can build a 1x vanilla SaaS now. Go 10x or go home.
引用@Yuchenj_UWTalked to a startup’s founders. In 6 months, 1 engineer built their web, desktop, iOS, and Android apps with AI. Just 1 engineer. And they’re not shitty prototypes. They’re polished, well-designed, and reliable apps. AI is turning 10x engineers into 100x … ↗
@kylegawley2026-10-07♥26👁2.1K↗ 打开X
There are 3 types of people vibe coding alternatives to SaaS products: 1. Nerds with too much time and no life 2. Developers with no money to pay for SaaS 3. People getting paid to say this shit Everyone else is looking for ways to save time, not sink more of it into pointless projects to save $20/mo.

Shpigford从高客单价服务侧给了第三个答案:客户当然可以自己装skills、接服务、持续跑prompt,但忙人愿意付钱让别人把整套结果自动化。生成成本下降后,价值从“拥有代码”迁到了持续运营、数据和责任。

@Shpigford2026-10-07♥47👁3.2K↗ 打开X
ding ding ding. could you? sure. should you? debatable. will you? absolutely not.
引用@vlucas@Shpigford It’s crazy the people who think everyone will install a skill, connect a bunch of services, and run prompts continuously. Like nah man busy people just want to pay someone else to do that and automate it all. Rooting for you. It’s a good idea to … ↗
💡 给产品写一张“客户为什么不自己做”清单,只保留可持续验证的理由:专有数据、嵌入工作流、风险承担、持续更新和省下的时间。若答案只剩“我先写出来”,就该提高问题难度或换交付方式。
7

候选行星不是“AI发现了”:真正的新能力是把验证半径推远

能力边界

r/ClaudeAI本日最高热度故事来自一位用户:他称自己用Claude Code分析NASA TESS数据,发现一颗约116光年外、每3.18天出现约0.05%亮度下降的候选行星,并在2018、2020和2025的独立观测中找到相同信号。作者反复强调它仍是候选体,不是已确认行星。

Last month I was going through data from NASA's TESS telescope with Claude Code when one star started looking weird. https://preview.redd.it/zwekq4q0m1uh1.jpg?width=1728&format=pjpg&auto=webp&s=a396c3354234ae957337b4e9df3fa7578f85e1ce It's about 116 …
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 400 comments.** **The consensus is clear: this is fucking incredible.** After a flood of useless AI-generated shite, OP (a tech PM, not a pro astronomer) dropped a bombshell by using Claude Code to find a legitimate exoplanet candidate, and even got NASA to point a telescope at it for confirmation. The community is hailing this as one of the best, most tangible …
▲1274 RenderSlaver: There is an awful lot of absolute shite made with the use of AI, I mean nearly all of it is useless shite at the end of the day. But this... this is fucking incredible. Well done.
帖子▲4151、522条讨论;轨道与尺寸数字、工具流程均为作者自报,本期资料无法替代天文学同行确认。

关键不是一句“Claude发现行星”,而是分工:模型负责下载、解析、搜索、拟合、排查假阳性和重复运行;人负责决定问什么、哪些测试重要、什么算通过。HN另一项AI辅助成果——11个正方形最优装箱的形式化证明——同样把价值放在可检查的结果上。

💡 做高风险知识工作时,先写验证协议再让Agent跑:数据来源、排除项、重复样本、失败条件和独立复核者。对外只报告证据支持到的层级;“候选”“形式化通过”和“现实确认”不能互换。

⚡快速扫过

一句话+原文,扫完即可。
阿波罗软件工程先驱Margaret Hamilton去世,MIT讣告在HN获▲1520;今天关于Agent可靠性的许多争论,仍站在她帮助建立的工程传统上。
热评 · WarOnPrivacy
Dang. She was a remarkable stand-out, in fields full of remarkable people. The pic here is often people's first intro to her https://news.mit.edu/2016/scene-at-mit-margaret-hamilton-apo...
Chrome宣布支持JPEG XL,HN▲549;新格式的胜负从来不只看压缩率,还看浏览器、工具链和存量内容何时同时到位。
热评 · dorianmariecom
obligatory xkcd https://xkcd.com/927/
Bigwords.page把URL片段直接变成全屏标牌,没有后端也不保存消息;一个“URL就是应用”的小产品拿到HN▲507。
热评 · SpeakingOfBrad
I had the idea for BIGWORDS.PAGE when I wanted to display a message on a tablet that I had remote management control over, but no physical access. Configuring it to be a kiosk browser is easy, but how do I get the browser to show my message? So I made the URL be the message. It uses a URL fragment to configure the message. Browsers don't send URL fragments to the server, so I never see your message. There's no backend, and no storage. All parameters are documented, so generating a message link i …
ASCII.rest用极轻的方式给网页加动画ASCII图,HN▲359;低成本视觉差异仍然能胜过复杂前端。
热评 · lordkrandel
wonderful
有人上传自称56亿条TikTok视频元数据并开放ClickHouse查询;最高赞评论先质疑45亿创作者的去重口径,再提醒公开凭证与资源上限风险。
Dataset: https://huggingface.co/datasets/datasocial/tiktok-5.6B-videos If you want to explore the data without downloading billions of rows, you can query my ClickHouse database directly. It …
热评 2 条
▲12 Predream1: Two hundred DM'd credentials will kill that box long before any query does. Make one read-only ClickHouse user with a query timeout and a memory cap, post it in the thread, keep the heavy pulls on the public dataset.
▲10 Medium_Walrus5332: 4.5 billion creators for 5.6 billion videos is roughly 1.24 videos per creator. Whatever you scraped, that is not a video platform's shape. How did you dedupe creators, or is that row count just unique usernames seen once each?
whofundsoss上线前主动删除付费展示和付费审计:当产品是在给开源资助者排名时,任何pay-to-play气味都会直接污染核心资产——信任。
I built whofundsoss.com, a public ranking of companies that fund open source, based only on dollars they published. The plan was to sell featured slots and paid "audits" to companies in the ranking. Two days before launch I looked at …
热评 2 条
▲1 dashingeater96: killing your own revenue stream before launch is a power move, respect. trust really is the only thing that site has going for it and you protected it
▲1 davidjones145: ripping out paid slots was the only move, trust is the whole product on a ranking like this. the harder bit is the data itself though, self reported numbers go stale fast. how are you keeping them honest, manual rechecks or some kind of dispute flag
一款Mac美化应用作者自报四个月约4200用户;最实用的复盘不是“SEO有效”,而是名字里的“+”无法搜索、260页内容也会卡在索引与外链。
**I’m the dev behind Mac+ (a macOS app for animated wallpapers, folder icons and desktop widgets). If you’re curious, ask in the comments.** Four months ago, my domain didn’t exist. Today the app has around 4,200 users. I’m not going to tell you “SEO did it …
热评 2 条
▲3 luckypanda95: nice website! do you design it yourself or used AI?
▲3 chenillen: Congres, the experience talking helps
LiquidAI发布d1-3B,r/LocalLLaMA把预告与发布帖一起推上高位;3B级决策模型正在给本地路由再添一个样本。
▲153LiquidAI/d1-3B · Hugging FaceNew Modelr/LocalLLaMA · 62评论 · 链接↗
Museum of Models用同一组prompt保存自2024年5月以来371个模型的单次回答,其中93个模型已经无法再运行——模型评测也开始需要数字博物馆。
Made this (free, no signup). One shot per model, no system prompt, temp 0.7. Lots of open weights in there, plus 93 models you can't run anymore. museumofmodels.com
Claude Code用户把mods称为“打开harness内部”:工具调用前运行什么、模型看到什么、屏幕显示什么,都从外围脚本进入会话内扩展点。
▲197mods is insane. I love itDiscussionr/ClaudeCode · 83评论
I thought mods were just for customizing the UI, and I totally missed the point. They basically let you change how Claude Code works from the inside. what runs before a tool call, what the model sees, what shows up on screen. It's like they open-sourced the …
Anthropic创业计划在Reddit引发关注,帖子称符合条件团队可获一年、最高7000美元产品额度;资格与真实价值仍以官方审批和团队用量为准。
I applied with my company email and got approved in **less than an hour**. They’re offering up to **$7,000 in Claude product credits for one year** for eligible startups. If you’re currently building a startup, app, SaaS, game, etc., I’d say it’s worth trying …
热评 2 条
▲67 Plane_Garbage: I love how your link has a chatgpt utm. Crazy how people can't write 4 sentences without AI.
▲31 ViperLegacy: Anyone know what Anthropic gets back in exchange?
REA连续第二天登GitHub新星榜,本日+4655星:一个MCP统一调查二进制、应用与运行时行为,逆向工程正在被重新包装成Agent工作流。
morluto/rea+4.7K/日 · 共18.8K★ · 25%/日 · 2次上榜TypeScript
Reverse engineer anything with agents, from app behavior down to native binaries.
openGym连续第三天上榜,本日+1493星;passkey、自托管和数据所有权说明成熟品类仍能靠部署与信任差异重新打开。
DuarteSantos8/openGym+1.5K/日 · 共7.6K★ · 20%/日 · 3次上榜JavaScript
Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained, import from FitNotes/Strong/Hevy, passkey login. Your data, your server.
Tibo自报Outrank开放发布者市场六周后已有67位发布者累计赚到11913美元,最高一位1232美元;这是平台方口径,尚未说明买方留存与内容质量。
@tibo_maker2026-10-07♥40👁6.1K↗ 打开X
we sent our first marketplace payouts this week and I owe our sellers an apology, some waited way too long quick context: Aug 25 we opened Outrank's marketplace to publishers DR 40+ sites with real traffic get paid $1 per DR, per article 6 weeks later: - 67 publishers have earned money - $11,913 … 全文↗
Marck Kohlbrugge反驳“AI时代别公开构建”:复制者也会更快,但持续发布、反馈与网络仍让原作者领先一步。
@marckohlbrugge2026-10-07♥22👁1.7K↗ 打开X
This “don’t build in public”is such a weird take I started seeing more of Yes, now with AI it’s easier than ever for people to copy your work But they always will be one step behind. It’s not like you’re sitting still, not iterating after your v1 And what’s the alternative? Building in private? … 全文↗
引用@Kamal_K2I repeat, DO NOT BUILD IN PUBLIC ! ↗
Tibo称Revid用户已有人每周花费1000美元以上,并展示一条约8美元、一次生成的多分钟视频;这是产品方自报,真正优势仍要看重跑率和成片采用率。
@tibo_maker2026-10-07♥36👁6.8K↗ 打开X
now having users spend $1k+ / week on Revid AI has reached a point where you can just ask for the video you want, and you blindly trust it, and it comes out as a multi-minute video that is even better than what you asked for this one was 1-shot, for about $8 and yeah, sometimes it's off, you … 全文↗
引用@tibo_makerAI understands me better than my mum 👇 honestly, who can't relate to this? don't lie https://t.co/De0A1OUxZm ↗
Jev团队转发真实任务对比:在250万用户的职位匹配评分场景里,测试者称OpenAI Decisions API贵2倍且差5%到10%;专用模型之争已从发布词进入任务级混淆矩阵。
@typesafeai2026-10-07♥984👁48.7K↗ 打开X
The rumors of our death have been greatly exaggerated
引用@h_nilforoshanI benchmarked "Jev-killer" OpenAI Decisions API against Jev for https://t.co/b52LE8B3yN, serving 2.5 million users. The task is to predict how relevant a user query/resume is to a job description, on a scale of 1-10. OpenAI is 2x more expensive and 5-10% … ↗

📰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 · senderista
Good to see they're engaging with the mathematical community, even if they had to be publicly shamed into doing so.
OpenAI数学发布仍在榜内,但本期新增焦点已转向研究治理、理解价值和公开改进。
热评 · somat
Wouldn't high fees be competitive? A lot of incentive to compete there. Anticompetitive would be setting the fees too low to compete with. I guess the point being there is probably a better reason for the high fees than the company trying to be anticompetitive, Or perhaps better said as a better reason for being anti competitive than high fees. Monopolistic lock in? Regulatory Capture? The problem is, that this blames the government instead of the company.
支付网络反垄断费用诉讼引发讨论,法律主张与最终责任仍待诉讼推进。
热评 · rfgplk
So they're going to fall even further behind? Buying puts on Meta and Microsoft, or even better might give it to Fable to handle it for me
关于Meta与Microsoft限制员工使用Claude的报道引发组织竞争讨论,具体范围应以公司政策为准。
热评 · stared
For a refreshment of what is Navier-Stokes in a few words: https://p.migdal.pl/equations-explained-colorfully/#navier-s...
Navier–Stokes翻译问题说明数学争议不只在求解,也在定义、形式与语境是否被正确搬运。
热评 · abubnov75
Helpful, thank you. I'm just going to write such an article
软件写作反模式文章获得广泛共鸣,提醒技术内容先解决读者问题而非展示作者过程。
GitHub部分Git操作、PR与Actions故障已解决;属于平台事件,不宜从单次故障推出长期可靠性结论。
▲153Cleo (Mathematician)29评论 · HN↗
Google Playground把自然语言生成小游戏推向消费实验,实际留存仍待观察。
▲115SynthID Detector94评论 · HN↗
SynthID Detector给内容来源识别增加公开入口,但可检测范围和误报率比入口本身更重要。
▲115Google Playground2评论 · HN↗
🚀 Show HN(独立发布,共16个)
基于Wikipedia构建的可步行3D艺术史博物馆,是公共内容与空间界面的有趣组合。
Agent.reviews让Agent读写工具评价,最难的问题将是身份、激励与评价污染。
Procinsh用3D方式展示Linux进程,视觉新颖但是否提升诊断效率仍需真实任务验证。
Pinrail把多个编码Agent等待人工复核的状态集中到桌面收件箱,切中监督瓶颈。
Claude Terse试图通过插件压缩回复长度,说明输出冗余已经成为可产品化摩擦。
Pacer预测AI编码订阅能否撑到重置,直接把额度焦虑做成了小工具。

👽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
earth.mejjad.se It's a 3D globe with live layers you can switch on: clouds and rain from satellites, lightning, earthquakes, storms, the ISS and other satellites, ships, auroras, a daily pick of world news, and live radio stations …
热评 2 条
▲3 Jim421616: That's amazing work, and a really nice idea for a project. Well done!
实时地球仪把天气、灾害、卫星、船舶、新闻与电台叠到一个界面,免费且无登录。
On a road trip with a friend, I recommended that they check out the TV series Westworld. He pulled out his phone, made a note, and put it away. I asked about which notetaking app he uses, and he showed me 'the void' - a google form with a single text box. He …
The Void把单输入框、延迟整理的个人习惯产品化,核心是减少即时分心。
Anybody remember playing this fridge magnet game a long time ago when flash was a thing? Due to its lack of availability I experimented with web sockets a while back when I started out in development. Decided to spruce it up for a portfolio and ended up …
八年前的WebSocket练习被复活成多人磁贴字母游戏,属于旧项目再利用样本。
What it does: \- Point it at your Steam library (or wishlist, or a friend's) and it shows how well each game runs on your PC: estimated FPS at your resolution and quality. \- Tells you the bottleneck in your system (CPU, GPU, VRAM or RAM) and the cheapest …
doesitrun把Steam库批量匹配硬件,作者明确称FPS是估算而非基准。
A few months ago I lost my job. Between applications, I started building something I'd always wanted: daily geography games, like Wordle but for countries. It's called GeoCake. What's in it: * 5 short daily games, plus a "daily challenge" that scores all 5 …
GeoCake用五个每日地理小游戏做低成本组合,作者承认获客比构建更难。
r/indiehackers
▲7Share what you're buildingSelf Promotionr/indiehackers · 82评论
Pitch your product in 1-2 lines - and drop a link here. I'm building a community where makers can share what they’re building and get fair visibility. Here's the link: https://trylaunch.ai
热评 2 条
▲5 Quirky_Pineapple8687: "fair visibility" ok but fair according to who lol. Everyone says this. Product Hunt said it and the front page is still the same handful of accounts with a huge mailing list behind them. Now you want me to write your content for you, 1-2 lines, free pitch, so your site has something on it the day you launch. Thats the whole trick and honestly its kind of clever, respect. Just say it out loud next time, "come fill my …
▲1 FragrantStranger8934: I made an app that keeps track of your clothes and their estimated values with the ability to soon be able to buy and sell! :) https://expo.dev/artifacts/eas/f2B8cm25BdFbx0ycrOwy_QHfV8KVoPRXEDRAWL0m-2Y.apk
r/SaaS
Long time lurker, first time posting. On July 5th I had an idea and spent 14hours vibecoding and built my first ever SAAS and launched it. Today I opened Stripe and just sat there staring at it for a minute. Real people are paying for something I built from …
三个月Stripe截图没有公开产品、收入数字或成本,不能当作可比较收入样本。
Hey all, I run an Instagram page about AI tools, GitHub projects and online privacy. It's growing fast right now, picking up around 5k followers a day with 2.3M accounts reached over the last month. I'm looking for a few people building SaaS who have …
I am so happy that someone bought my app license. I was so nervous when I created the app, trying to fix everything and validate with bunch of friends. Approached random strangers on discord asking them to try my app, some did, some ignored. But the feedback …
首周3位付费、12次下载和212次访问是小而完整的漏斗自报样本。
r/LocalLLaMA
▲710llama.cpp on the stageNewsr/LocalLLaMA · 88评论 · 链接↗
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.*
▲217 Ardalok: It's good that it's not ollama here, like it used to be.
llama.cpp登上Windows发布舞台,社区把它视为本地AI进入主流分发的信号。
▲437New LFM to be released todayDiscussionr/LocalLLaMA · 210评论 · 链接↗
热评 2 条
▲1 rm-rf-rm: Locked as release thread is up: https://huggingface.co/LiquidAI/d1-3B
▲397 prean625: The word insane is synonymous with the word mid these days
Potentially big speedup for MoE models that don’t fully fit in VRAM. Are you GPU Poor? Show your speedups ;)
llama.cpp为驻留主存的MoE专家增加GPU缓存,潜在收益取决于模型、显存和命中模式。
I thought this was a very interesting article, of relevance to the readers here.
r/ClaudeAI
I am an extreme pro AI believer. I used Claude in cases where it didn't even make sense. With my personal experience I believe there is 3 places that general people don't know about on how they can use their Claude to save money: 1. Groceries - This saves a …
r/OpenAI
▲5731OpenAI being stingy with all those billionsDiscussionr/OpenAI · 299评论 · 链接↗
热评 2 条
▲1113 ScreenAppropriate679: Better just use the exploit for that price.
▲702 dualityseo: OpenAI: 'Thanks for saving our entire backend, here’s half a month’s rent in 2005.' 💀
热评 2 条
▲130 Worstimever: This is my job now.
▲87 disordered-attic-2: Except our desks aren't located in the Death Star power core
▲213ChatGPT Ads = TOTAL SCAMDiscussionr/OpenAI · 47评论
I tested ChatGPT Ads today for my tiny e-commerce business. Created and launched a single campaign with a **$50 daily budget** and was charged the expected $50. For the next two hours, I kept refreshing the dashboard. The campaign was active, but nothing was …
r/ClaudeCode
▲579Anthropic since pacing the frontierHumorr/ClaudeCode · 48评论 · 链接↗
热评 2 条
▲229 ZyronZA: Until next week when OpenAI drops Astra 6.5 with 900% token efficiency and 200000% intelligence increase and you knuckle draggers will in the first minute say Anthropic is cooked and then in the next minute say Astra 6.5 is dumb/nerfed,
▲31 garloid64: why is he so chubby
▲5715.5 Family is completeNews/Updatesr/ClaudeCode · 82评论 · 链接↗
Haiku 5.5 has arrived
▲323Claude Sonnet 5.5 Cache reads now cost 50% less!News/Updatesr/ClaudeCode · 28评论 · 链接↗
▲129Opus 5.5 built the entire Middle-earth from LOTR with Three.jsBuilt with Clauder/ClaudeCode · 26评论 · 链接↗
I used Opus 5.5 in Claude Code to build a miniature 3D Middle-earth from scratch, then turn that world into a 3:47 cinematic journey. The project ended up with: * terrain and geography generation * Three.js / WebGPU scene architecture * 24 procedural …
中土3D项目作者强调真正困难仍是架构、一致性、视觉QA、资源限制与取舍。
r/artificial
热评 2 条
▲71 ElatedPyroHippo: Yep. I have a long-standing personal project that I have worked on off and on for years now. I redid it using Claude in a weekend... and as soon as I feel like working on it again I'll get further than I ever did with literally a couple of HOURS worth of effort. Scrapping the ancestral project, that I spent HUNDREDS of hours on, felt... weird. It's bittersweet, on one hand this new one is better and is being built li …
▲25 Djorgal: Yeah, there's a Chinese webnovel that I read in English but always wanted to share with my mom (she also likes that kind of novels). But my mom only speaks French and... well there is a French translation for the first volume (out of dozens) but it's aggressively terrible. With just a openai plus subscription, I'm currently translating the full novel to what is clearly a very decent standard and the only reason it's …
粉丝翻译者删除三年旧项目的故事反映能力冲击,但质量判断和劳动价值仍是个人立场。
热评 2 条
▲32 ookamizanagi: The fucking gall to solve math problems without asking mathematicians for permission first!1!!!
▲15 endless_sea_of_stars: What authority does the Association for Human Mathematicians have? (Hint: none)
From: https://archive.org/details/MarkovCyberneticsTodayMir1984/mode/1up # Why Artificial Intelligence Is Impossible **A. V. BRUSHLINSKY** The desire of modern cyberneticists to answer positively the question “Can the computer think?” has taken various forms. …
▲14The New AI Slop Is Calling Everything AI SlopDiscussionr/artificial · 46评论 · 链接↗
For a while, AI slop was a useful phrase. It named something real: the flood of cheap, careless, machine-generated material pumped onto the internet with no reporting, no editing, no point of view, and often no concern for whether any of it was true. It …
文章担心“AI slop”标签本身变成无证据的自动反应,提醒批评要落到事实错误与来源。
A protein designed with artificial intelligence doubled targeted DNA insertion in cultured cells when incorporated into an experimental gene-editing system. The result emerged from a search through thousands of genomes, followed by laboratory tests of natural …

🔎值得深挖

  • 动态生成界面的产品边界值得研究:一次性工具、可分享Artifact和需要长期状态的SaaS,分别在哪个复杂度点开始分叉。
  • 小模型的真实成本曲线值得研究:上下文价格阶梯、缓存读取、自动压缩和重试如何共同决定每个成功任务的成本。
  • 软件考古的商业形态值得研究:兼容层、个人数据恢复、停服软件迁移与游戏保存,哪些有清晰授权与愿意付费的用户。

📖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
Claude@claudeaiAI1.9M粉 · 4条发布Haiku 5.5,强调小模型价格、速度和高频任务定位。
@claudeai2026-10-07♥6.7K👁211.3K↗ 打开X
Introducing Claude Haiku 5.5: the cheapest, fastest, and most capable small model we’ve ever released. On average, it costs around 75% less to run than Claude Haiku 4.5. https://t.co/jm06cZJfkV
Haiku 5.5平均便宜75%是Anthropic相对上一代的官方口径,适用范围需结合长上下文价格。
@claudeai2026-10-06♥1.3K👁157.1K↗ 打开X
The Every team runs as much work as possible through agents. To help the whole team share skills when a new model comes out, they built a company agent on Claude Managed Agents that everyone uses in Slack. Once it caught on internally, they released it to their subscribers. https://t.co/sKAhBei27k
@claudeai2026-10-06♥26.9K👁4.2M↗ 打开X
Claude now works inside Google Docs, Sheets, and Slides, and those files also open inside Claude. In Google Workspace, Claude sits in a sidebar next to your file, reads what you have open, and edits it in place. You can approve each edit before it lands. https://t.co/se9wIS7vK1
@claudeai2026-10-06♥11.5K👁1.8M↗ 打开X
The Claude Startups program is expanding to more founders. Members can get a year of Claude Team, API credits, special offers on the tools a startup runs on, and office hours with Anthropic’s Applied AI team. https://t.co/3MUg1whIfl
OpenAI@OpenAIAI5.4M粉 · 1条正式发布GPT-6与Intelligent UI,主打可视化、交互式回答。
@OpenAI2026-10-07♥14.6K👁2.1M↗ 打开X
GPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the spot. https://t.co/XL2gDCPBwG
OpenAI官方宣布GPT-6与Intelligent UI面向ChatGPT用户推出。
Tibo@thsottiauxAI816.3K粉 · 10条宣布GPT-6、4000万活跃用户、额度重置与Codex Cloud接入Tailscale。
@thsottiaux2026-10-08♥2.8K👁230.6K↗ 打开X
Day 3 (encore)/ We silently re-shipped codex cloud. It’s pretty good now
引用@TailscaleCodex 🤝 Tailscale Codex Cloud can now securely connect to resources on your tailnet with Tailscale. Useful tools should be easy to build with, combine, and turn into something even more useful. See how it works → https://t.co/0eFd37GmmO ↗
Codex Cloud接入Tailscale可访问tailnet资源,价值在私有资源连接与权限边界。
@thsottiaux2026-10-08♥5.4K👁368.7K↗ 打开X
Confirmed landed across all accounts. How are we doing so far?
引用@thsottiauxDay 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a banked reset in everyone's paid accounts. See you again tomorrow! ↗
@thsottiaux2026-10-07♥8.5K👁248.8K↗ 打开X
Day 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a banked reset in everyone's paid accounts. See you again tomorrow!
引用@thsottiauxRoundup of Day 2/ 2.1/ Approve for me (auto-review) is now included and does not use usage. Can be between 2-10% of plan when used. Also better for you. 2.2/ Simplified API for builders. 2.3/ Meeting notes integrated. 2.4/ Decisions API live for builders. … ↗
Codex与ChatGPT Work合计4000万活跃用户为OpenAI负责人公开口径。
@thsottiaux2026-10-07♥6.1K👁551.5K↗ 打开X
We're going beyond text and are releasing a new version of GPT-6 to all users in ChatGPT. Lots of model and infra improvements coming together here to scale it to 1.2B users!
引用@OpenAIGPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the … ↗
@thsottiaux2026-10-07♥6.6K👁308.3K↗ 打开X
We shipped four things that were deemed good to great and some math proofs, but the vote is clear and the community demands a reset. I did calibrate it and it *seems* that the game is rigged in reset's favor, but such are the rules at the moment. Therefore ... the reset has been processed. Enjoy!
引用@thsottiauxRoundup of Day 2/ 2.1/ Approve for me (auto-review) is now included and does not use usage. Can be between 2-10% of plan when used. Also better for you. 2.2/ Simplified API for builders. 2.3/ Meeting notes integrated. 2.4/ Decisions API live for builders. … ↗
@thsottiaux2026-10-06♥1.5K👁81.0K↗ 打开X
Completely unrelated to the rest of the ships today, but our models did solve some important math problems and the team documented it in the following blogpost. Remarkable new era of scientific progress. https://t.co/AYSuteVNiA
@thsottiaux2026-10-06♥5.1K👁745.3K↗ 打开X
Four updates or a reset. Or both. How was day 2.
引用@thsottiauxVote ↗
@thsottiaux2026-10-06♥2.9K👁334.4K↗ 打开X
Day 2.4/ Decisions API is live. We will use this ourselves to improve the experience for everyone in many fun ways. Realtime general classifier does open some great possibilities.
引用@OpenAIDevsLet your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP ↗
@thsottiaux2026-10-06♥3.3K👁438.5K↗ 打开X
Day 2.3/ Never worry about remembering what you were saying with that colleague. Just talk your heart out and build up the context to load up into codex to get it all done.
引用@ChatGPTYour next meeting comes with a note-taker who can help with the follow-up. The Meetings plugin takes notes for you and saves a personalized summary and next steps in ChatGPT Space, based on what ChatGPT knows about you and the work you’ve done … ↗
@thsottiaux2026-10-06♥2.5K👁541.1K↗ 打开X
Day 2.2/ OK this one is smaller, but we removed some friction for when building on the API. Happy building.
引用@OpenAIDevsWe’re making it easier to qualify for higher OpenAI API rate limits. Five paid usage tiers become three: Build, Launch, and Grow. You can qualify for Grow, our new highest tier, with $500 in total API payments—down from $1,000 for the previous highest tier. … ↗
Mistral AI@mistralaiAI221.3K粉 · 3条继续展示Large 4在通用Agent与网络安全任务上的官方用例。
@mistralai2026-10-07♥721👁27.8K↗ 打开X
Mistral Large 4 runs general-purpose agents that gather information and produce finished deliverables across complex workflows. https://t.co/bREbe3TiyS
Mistral展示Large 4处理复杂工作流的官方Agent用例,仍不等于开放权重实测。
@mistralai2026-10-06♥2.4K👁104.5K↗ 打开X
Mistral Large 4 is one of the world's strongest AI models for cybersecurity. https://t.co/TzPvFVbO1h
ChatGPT@chatgptAI745.2K粉 · 2条集中推广Intelligent UI,也转发dots和其他产品用例。
@chatgpt2026-10-07♥6.0K👁387.2K↗ 打开X
ChatGPT just got a lot more visual—introducing Intelligent UI. Intelligent UI allows ChatGPT to answer quickly with fully interactive user interfaces that make everyday answers more visual. It makes learning complex topics easier, and it quickly creates tools to solve a task right in the moment. Oh, and also...GPT-6 is coming to ChatGPT. For everyone.
@chatgpt2026-10-06♥5.4K👁1.1M↗ 打开X
Your next meeting comes with a note-taker who can help with the follow-up. The Meetings plugin takes notes for you and saves a personalized summary and next steps in ChatGPT Space, based on what ChatGPT knows about you and the work you’ve done together. Keep notes private or share them with your team, then ask ChatGPT to update a project plan or draft a follow-up. Available in beta for Pro and Business users in the ChatGPT desktop app on macOS. Enterprise is coming soon. Download the desktop app, then search for “Meetings” in the plugin directory. https://t.co/XeDvr50UjJ
▸ 折叠2条(转推/噪音)
转推2026-10-06 RT @TheRohanVarma: One week since we launched dots! We’ve been working through your feedback and shipped a bunch of improvements: - Faste…
转推2026-10-06 RT @victornunez: we've seen a lot of trip planning and Blender demos lately. so here's something a little different. our team has been wor…
Matt Pocock@mattpocockukAI367.1K粉 · 6条强调让Agent关心代码库,并推荐CSS skill与受约束工程方法。
@mattpocockuk2026-10-07♥905👁60.5K↗ 打开X
I've worked with Vojta for four years He builds most of the code for my course sites, including: https://t.co/CnnLy3L81A https://t.co/wK21D3b8Rv https://t.co/85tm8NWs5O He knows a thing or two about frontend design And guess what, his skills are 🔥
引用@vojta_holikYour coding agent knows :has(), subgrid and anchor positioning. It just rarely reaches for them. I built good-css so it does: 47 modern CSS techniques your agent uses first. https://t.co/qziSDAVYVM ↗
@mattpocockuk2026-10-07♥1.1K👁56.0K↗ 打开X
Today's hot take: Agents are actually really good at strategic programming It's just they aren't RL'd to actually care about it "Just do the task at hand, don't do anything else" So all you need to do is to tell your agent to care about its own codebase. But the truth is that most people actually don't care that much about the codebase, as long as the code works. This needs to change. Care about the code, and tell your agent to.
让Agent关心代码库战略而非只做眼前任务,是提示与工程约束的组合观点。
@mattpocockuk2026-10-07♥4.9K👁385.2K↗ 打开X
1. Oh shit, AI can do my job better than me 2. Software engineering is dead! 3. I can vibe code as much slop as I want! 4. Oh, things are not going well. Fable/Sol/Opus all suuuck 5. But what if I constrain the agent? Put it in a straitjacket? 6. Oh, the results are pretty good now. How do I go deeper? 7. *Orders 12 software engineering books from Amazon* 8. Software engineering is alive!
从AI取代恐慌、无约束生成再回到软件工程,是传播很广的采用路径概括。
@mattpocockuk2026-10-06♥397👁57.1K↗ 打开X
Probably nothing https://t.co/dKKjWmydEz
@mattpocockuk2026-10-06♥1.5K👁66.3K↗ 打开X
Prompt of the day: /writing-for-agents my AGENTS.md is a hot mess, propose a series of restructurings that: - Remove no-ops - Use progressive disclosure - Move instructions to CODING_STANDARDS.md Apply your work over three subagents, each more radical than the last. Create a single PR. AGENTS.md is the most common source of token inefficiency. This prompt kills it dead.
@mattpocockuk2026-10-06♥114👁28.8K↗ 打开X
引用@asyncJess@mattpocockuk we collectively need to define what “spec” means in software dev ↗
Greg Brockman@gdbAI1.1M粉 · 2条主推Intelligent UI,也延续OpenAI数学成果的科学发现叙事。
@gdb2026-10-07♥3.4K👁335.3K↗ 打开X
Introducing Intelligent UI, a new capability in ChatGPT for answering quickly with fully interactive user interfaces:
引用@OpenAIGPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the … ↗
@gdb2026-10-07♥3.2K👁124.2K↗ 打开X
towards acceleration of scientific discovery and improving quality of life for everyone
引用@OpenAIWe’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on … ↗
Peter Gostev@petergostevAI28.1K粉 · 14条继续跑模型下棋实验、估算4000万用户增长曲线,并讨论数学计算成本。
@petergostev2026-10-08♥44👁2.5K↗ 打开X
Holy cow - Astra just won 5 games in a row against Opus, after losing a few first. Both of these are not valinna models, they had 200 games to 'learn' against Stockfish and Opus ended up with 360 Elo higher than Astra. https://t.co/l2vI48Paur https://t.co/2L00XdZveY
引用@petergostevAfter 200 games each - ASTRA is playing OPUS head to head! Opus ended up with a higher elo than Astra (1760 vs 1400), we are keeping the same agents that have all of their 'learning' accumulated and see if this helps playing head to head. Watch it here: … ↗
Astra对Opus连胜发生在作者自建的下棋Agent实验中,样本顺序与脚手架会显著影响解释。
@petergostev2026-10-07♥269👁14.5K↗ 打开X
Codex & Work reached 40m weekly active users - more or less on trend from the previous milestones. If this trend continues, they will reach c.70m by the end of the year and c.100m by the end of March '27. Hope they have more compute coming. https://t.co/AjgDUZGl6l
引用@thsottiauxDay 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a banked reset in everyone's paid accounts. See you again tomorrow! ↗
按既有节点外推到年底7000万、明年3月1亿是作者线性趋势推算,不是官方预测。
@petergostev2026-10-07♥346👁11.7K↗ 打开X
I want to dwell on this a bit. Some of these problems were tackled by some of the smartest humans on the planet for maybe 10+ years and they couldn't solve them. Now a model worked for 3 hours per problem and solved 100s of them. Even assuming that ChatGPT Pro is ~10 sub-agents working constantly, that would perhaps be ~300m tokens total or $800 at Astra API prices. Even if this LLM would be priced at 10x, this is still hardly a huge amount of money and certainly fit within a $500/month sub. To say this again, you can wake up in the morning, pick a maths problem that hasn't been solved in decades, put it to your LLM, the make yourself a coffee, walk your dog, check your emails, smoke a joint... and the problem could be solved by the time you check back in. This is not normal.
引用@petergostev"On average, each result used three hours of ChatGPT Pro thinking compute with [the unreleased internal OpenAI] model." So these unsolved problems were solved in 3 hours each of next gen chatty pro? 💀 ↗
@petergostev2026-10-07♥7👁1.3K↗ 打开X
Have you guys considered that house cats are just smarter in France
@petergostev2026-10-06♥1.1K👁31.5K↗ 打开X
Can't believe so many students trusted ChatGPT with their maths homework, only for OpenAI to turn around and steal their work to solve 377 open maths problems
@petergostev2026-10-06♥1.6K👁57.8K↗ 打开X
"On average, each result used three hours of ChatGPT Pro thinking compute with [the unreleased internal OpenAI] model." So these unsolved problems were solved in 3 hours each of next gen chatty pro? 💀
引用@OpenAIWe’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on … ↗
@petergostev2026-10-06♥1.1K👁63.3K↗ 打开X
I probably spent 300 billion tokens on Hadwiger–Nelson problem (GPT-5.6 and Astra) and got absolutely nothing - and here it is, five-colours is no go, lower bound has moved to 6 or 7. Not a full solution yet, but it's a biggie. https://t.co/8KQrLlJN1A
引用@OpenAIWe’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on … ↗
@petergostev2026-10-06♥66👁3.2K↗ 打开X
This is a good move, best to just see the list than mathematicians wasting time on things that are solved already https://t.co/XEaJ6WjA5G
引用@OpenAIWe’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on … ↗
@petergostev2026-10-06♥53👁4.0K↗ 打开X
After 200 games each - ASTRA is playing OPUS head to head! Opus ended up with a higher elo than Astra (1760 vs 1400), we are keeping the same agents that have all of their 'learning' accumulated and see if this helps playing head to head. Watch it here: https://t.co/iX5fCMcsU1
引用@petergostevAI Learning to play chess - I don't know if something is broken (my agent says no), but GPT-6.1-Sol (Max) with 828k context is terrible at playing chess. My hypothesis was that Opus is better at learning because of the 1m context, so far GPT-6.1-Sol with … ↗
@petergostev2026-10-06♥6👁366↗ 打开X
AI Learning to play chess - I don't know if something is broken (my agent says no), but GPT-6.1-Sol (Max) with 828k context is terrible at playing chess. My hypothesis was that Opus is better at learning because of the 1m context, so far GPT-6.1-Sol with 828k is not better https://t.co/V7dqewhhEw
引用@petergostevI have a Continuous Learning benchmark where models attempt to learn to play chess. They are given a /goal of learning and improving playing against a Stockfish opponent in 200 games. They can choose the difficulty, take notes, whatever they like - except … ↗
@petergostev2026-10-06♥9👁2.3K↗ 打开X
How we are meant to be letting agents just build stuff, when their defaults are so bad - constantly adding some weird guardrails, fallbacks and they are so non-AI pilled its painful. E.g. instead of letting an agent just deal with a PDF, it defaults to some shitty PDF parser.
@petergostev2026-10-06♥20👁1.3K↗ 打开X
@petergostev2026-10-06♥21👁2.0K↗ 打开X
Jev should be a feature in google sheets
@petergostev2026-10-06♥2.3K👁118.6K↗ 打开X
Mistral Large 4 was trained on 4,000 GPUs and Astra was trained on 100,000 of them. We'll see what the kitten can pull off, but the disparity is pretty stark
引用@NVIDIAAIInfraFrontier scale, built in Europe. Nearly 4,000 NVIDIA Grace Blackwell Superchips powered the training of Mistral Large 4, now in public preview. Congrats to the @MistralAI team 🙌 ↗
▸ 折叠1条(转推/噪音)
转推2026-10-06 RT @etnshow: After the @Aleph__Alpha release, we asked Arena AI Capability Lead @petergostev whether Europe should be building it's own mod…
SpaceXAI@spacexaiAI2.1M粉 · 1条本期只宣布Grok 4.7进入Microsoft Foundry。
@spacexai2026-10-07♥1.4K👁298.5K↗ 打开X
Grok 4.7 is now live on Microsoft Foundry https://t.co/r450VLImFN
Sam Altman@samaAI6.4M粉 · 2条转发ChatGPT Intelligent UI发布,并发了一条仰望星空的感想。
@sama2026-10-07♥1.2K👁87.2K↗ 打开X
ChatGPT can now generate a custom UI for you!
引用@OpenAIGPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the … ↗
Sam Altman把Intelligent UI概括为ChatGPT生成定制界面,属于产品发布叙事。
@sama2026-10-07♥533👁31.0K↗ 打开X
looking up at the stars with extra awe tonight. "thy sea is so great and my boat is so small."
TypeSafe AI@typesafeaiAI165.0K粉 · 4条用真实职位匹配基准反击Decisions API,并展示Jev在OpenRouter上的采用。
@typesafeai2026-10-08♥136👁13.1K↗ 打开X
> fastest growing https://t.co/7jsY3LAYuS
引用@arakharazianNEW: Top SaaS Vendors on Ramp (Oct 2026) We clearly see AI spend pulled in two different directions. On the downside, new and cheaper models are pushing AI spend down. Jev captured an entire percentage point of market adoption within a month (unheard of … ↗
@typesafeai2026-10-07♥984👁48.7K↗ 打开X
The rumors of our death have been greatly exaggerated
引用@h_nilforoshanI benchmarked "Jev-killer" OpenAI Decisions API against Jev for https://t.co/b52LE8B3yN, serving 2.5 million users. The task is to predict how relevant a user query/resume is to a job description, on a scale of 1-10. OpenAI is 2x more expensive and 5-10% … ↗
职位匹配评分实测称Decisions API贵2倍且低5%到10%,为测试者单一任务口径。
@typesafeai2026-10-07♥186👁22.9K↗ 打开X
Hey Jev, what model should I use, according to @OpenRouter 's Decision Model Ranking?
引用@OpenRouterNew: Decision Model Rankings! See the spend share and token share of different decision models and task types, including Relevance, Correctness, Instruction Following and more. @typesafeai is leading all categories today. https://t.co/jSbzaNUugf ↗
@typesafeai2026-10-06♥54👁8.6K↗ 打开X
Technical is the best kind of Member of Staff
引用@hmartenjoyerHaven’t had time to design swag lately but figured the gtm team deserves smth https://t.co/CGImJLM0eM ↗
▸ 折叠2条(转推/噪音)
转推2026-10-07 RT @modal: Jev launched on a Thursday. By Sunday, the @TypeSafeAI team had served a trillion tokens with no signs of slowing down. Learn h…
转推2026-10-06 RT @JeffreyBiles: Jev opens up entirely new question types https://t.co/5niUIphN6s
clem 🤗@ClementDelangueAI722.0K粉 · 3条关注Windows本地AI、开放多模态embedding与机器人硬件。
@ClementDelangue2026-10-07♥242👁28.6K↗ 打开X
If you need any more evidence about how exciting local AI (and llamacpp) is! From the @Microsoft windows launch today with @satyanadella @sriramk @JensenHuang https://t.co/mN7gkgj2Rd
llama.cpp登上Windows发布活动,被作者视为本地AI进入主流的重要信号。
@ClementDelangue2026-10-06♥408👁18.8K↗ 打开X
Super excited about this and I know weights are coming (https://t.co/svhuNNJHnZ) but just to be fair, you can't be the best open-weight model if you're not open-weight yet!
引用@MistralAIMeet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model from US or Europe on aggregated benchmarks. • State-of-the-art on critical workloads, including cyber defense, manufacturing and finance … ↗
▸ 折叠11条(转推/噪音)
转推2026-10-07 RT @perplexity_ai: We're releasing pplx-embed-v2-late, two late-interaction embedding models that retrieve text, images, and pages with a s…
转推2026-10-07 RT @AravSrinivas: We’re open-sourcing pplx-embed-v2-late, multi-vector embeddings for text and images, 9B and 0.6B, in one shared embedding…
转推2026-10-07 RT @netflix: When the open-source AI platform Hugging Face was hit by a cyberattack this July, it quickly became clear this was no ordinary…
转推2026-10-07 RT @Thom_Wolf: Every robot starts on a board you bought. The good ones end up on a board you built.
转推2026-10-07 RT @LeRobotHF: Join us to talk with LeRobot engineers, ask questions and see what's coming soon to LeRobot. LeRobot Live - Thursday 8th of…
转推2026-10-07 RT @matth_lapeyre: Microduck got its new brain! Our first fully custom SBC in a Pollen robot! It replaces the Radxa + board sandwich from…
转推2026-10-06 RT @osanseviero: Introducing EmbeddingGemma 2, our new open embeddings model for on-device use cases! 👀 Code, image, video, audio, and tex…
转推2026-10-06 RT @yb2698: Excited to share that I have (re)joined @huggingface as a Opensource ML engineer! Many incredible things to come around this f…
转推2026-10-06 RT @MistralAI: Meet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model fr…
转推2026-10-06 RT @mervenoyann: October will be a releaseful month @huggingface https://t.co/GX7QYrmiPc
转推2026-10-06 RT @lucataco: You can now run Clef via llama.cpp! llama serve -hf ggml-org/Clef-GGUF Ollama vs llama.cpp speed test on my M5 Max MBP: htt…
Simon Willison@simonwAI234.8K粉 · 4条快速测试Haiku 5.5定价,也继续把新决策模型接进命令行工具。
@simonw2026-10-07♥42👁5.6K↗ 打开X
Pelicans and a bunch of notes on the pricing of the new Claude Haiku 5.5 https://t.co/F3Sob8WvsG
Simon Willison快速记录Haiku 5.5定价与pelican测试,适合后续复查具体表现。
@simonw2026-10-07♥205👁22.7K↗ 打开X
I released an LLM plugin for sending prompts to OpenAI's new Jev-clone decision model that's based on GPT-6 Luna https://t.co/rsnHCKpk84
@simonw2026-10-06♥267👁30.9K↗ 打开X
Anyone know when the models started being able to compose competent music? I had Opus 5.5 "write some computer game music for me" and the results were much better than I had expected https://t.co/vFhfgHh7B3
@simonw2026-10-06♥754👁30.4K↗ 打开X
引用@MistralAIMeet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model from US or Europe on aggregated benchmarks. • State-of-the-art on critical workloads, including cyber defense, manufacturing and finance … ↗
OpenAI Developers@openaidevsAI452.4K粉 · 4条发布ChatGPT插件扩展,并转发Decisions API、Realtime与硬件构建案例。
@openaidevs2026-10-07♥139👁10.4K↗ 打开X
Build richer, more interactive plugins for ChatGPT. With plugin extensions, you can launch plugins from the sidebar, support @ mentions, and add file viewers. See how in this walkthrough with @coreyching: https://t.co/Oqq1entWNT
插件扩展新增侧栏启动、@提及与文件查看器,继续扩大聊天产品的应用入口。
@openaidevs2026-10-06♥204👁21.5K↗ 打开X
Let your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP
@openaidevs2026-10-06♥480👁49.0K↗ 打开X
Talk to Codex and give your keyboard a break:
引用@codestantineI used to sit at my desk all day. Now I send off presentations from my sunroom using voice. ☀️ https://t.co/Kk1AMswIAY ↗
@openaidevs2026-10-06♥198👁12.3K↗ 打开X
We’re making it easier to qualify for higher OpenAI API rate limits. Five paid usage tiers become three: Build, Launch, and Grow. You can qualify for Grow, our new highest tier, with $500 in total API payments—down from $1,000 for the previous highest tier. https://t.co/FGZ8mppEJa
▸ 折叠10条(转推/噪音)
转推2026-10-08 RT @Alpha10six: lots of updates to the @OpenAIDevs codex physical hardware build at this point, i'm simply steering gpt-6 astra to my pref…
转推2026-10-07 RT @ericwilliamrea: We’ve been alpha testing @OpenAI's Decisions API at @PodiumHQ to help our agents choose the right workflow faster and s…
转推2026-10-07 RT @mifanismifan: Really excited to show off the new playground that @andyisonline and I built for GPT-Live! It’s designed to help build in…
转推2026-10-07 RT @KaAnDK: I have been thinking a lot about fast decision models the last couple of weeks since Jev launched. I wanted to take OpenAI's de…
转推2026-10-07 RT @nimble_search: Learn how Nimble's self-learning web search, crawling, and research agents discover deep web data for @OpenAI models 👇 h…
转推2026-10-07 RT @seflless: Gesture recognition using the Decisions API by @OpenAIDevs. Thanks to it's vision understanding it is way more accurate tha…
转推2026-10-07 RT @shuaprobst: Been messing with Astra + Blender and… yeah, I get it now. inspo: @ermanmalak https://t.co/LuZVqhu4wg
转推2026-10-06 RT @charlierguo: The Decisions API is here!!! But one of my favorite demos got left on the cutting room floor - an outfit picker! https://…
转推2026-10-06 RT @ethank_6: We've been testing the Decisions API for over a week. One of the coolest things was how many use cases the team found that ju…
转推2026-10-06 RT @Alpha10six: got bit busy with travel past few days but GPT-6 Astra (MAX) is still cooking on CAD; this is the robot build for @OpenAIDe…
Philipp Schmid@_philschmidAI123.5K粉 · 4条测试Nano Banana 2.1并分享EmbeddingGemma 2的浏览器用法。
@_philschmid2026-10-07♥162👁5.9K↗ 打开X
> A completely filled up glass of wine and a clock at 3:30pm - Nano Banana 2.1 https://t.co/sLuIAxXWRE
Nano Banana 2.1的满杯红酒和3:30时钟测试集中检验数量、空间与文字理解。
@_philschmid2026-10-06♥115👁7.9K↗ 打开X
@_philschmid2026-10-06♥313👁13.0K↗ 打开X
EmbeddingGemma 2 is out! Our first native multimodal embeddings built on Gemma 4 under Apache 2.0. 🤗 Embeds 100+ languages, code, images, audio, and video into one vector. 🧮 8,192 context 3️⃣ 740M omni, 440M text+vision, 570M text+audio, or 270M text-only 📈 +14% jump on MTEB Code 🪆 Matryoshka: 768d, 512d, 256d, or 128d 🤗 Available in Sentence Transformers and LiteRT-LM 🔓 Apache 2.0 https://t.co/Ih0KueSDmb
@_philschmid2026-10-06♥444👁25.3K↗ 打开X
Nano Banana 2.1 (`gemini-nano-banana-2.1`) is now available. Outperforming previous Pro model at 4x cheaper price (now $0.034 per image vs $0.134). 🕒 Improved instruction following 🔤 Better in-image text rendering 🔍 Grounded with Google Image Search 🎭 up to 5 characters consistency + 14 references images Available in @GoogleAIStudio, the Gemini API, @googlecloud, the @GeminiApp, and @FlowbyGoogle: https://t.co/uHa7dAMKyG
Vaibhav (VB) Srivastav@reach_vbAI61.2K粉 · 4条宣布Codex与ChatGPT Work活跃用户合计4000万,并介绍Intelligent UI。
@reach_vb2026-10-07♥356👁11.7K↗ 打开X
What a milestone! 40,000,000 users across Codex & ChatGPT Work!! Grateful for the community around our models and products, you all rock 🤗 To celebrate - Banked Reset incoming EOD PST today!!
引用@thsottiauxDay 3/ The big one is GPT-6 in Chat, but today is also a little celebration day with a new high of 40M active users across Codex and ChatGPT Work. Loading a banked reset in everyone's paid accounts. See you again tomorrow! ↗
@reach_vb2026-10-07♥160👁11.7K↗ 打开X
ChatGPT can now turn your question into something you can play with. This is a fun one! We’re rolling out GPT-6 + Intelligent UI: interactive diagrams, calculators and tools built right into the conversation. Plan dinner and adjust the guest count. Split a bill. Learn a tricky concept by changing the inputs and seeing what happens. GPT-6 can also start answering while it’s still thinking. Less waiting, more exploring. Rolling out to Plus, Pro, Business and Enterprise today. Free and Go starting tomorrow.
引用@OpenAIGPT-6 and Intelligent UI, now rolling out in ChatGPT for everyone. Intelligent UI in ChatGPT delivers fast, interactive answers that make everyday questions more visual, complex topics easier to grasp, and interactive tools for your task available on the … ↗
Intelligent UI示例包括账单拆分、人数可调餐食和交互教学,均为官方发布用例。
@reach_vb2026-10-06♥314👁21.7K↗ 打开X
Decisions API is now in public beta!! Use GPT-6 Luna to classify text and images, route requests and score inputs, ~10× faster than Responses API, starting at $0.10 per million input tokens with no output or cache charges.
引用@OpenAIDevsLet your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP ↗
@reach_vb2026-10-06♥259👁18.3K↗ 打开X
There’s a bit of confusion about Auto-review, so a quick primer 👇 Auto-review is the “Approve for me” permission mode. A separate agent checks actions that need approval, including requests to run commands outside the sandbox or access additional files and network resources. The value add: fewer approval prompts to babysit during long tasks, with the sandbox protections still in place. If an action is blocked, Codex can find a safer path or ask you. It’s now free with ChatGPT sign-in, and the reviews don’t draw from your plan’s usage. To use it, open the permissions menu below the composer > Approve for me. If that’s already selected, you’re already using Auto-review!
引用@reach_vbAuto-review is now free for everyone who uses it via ChatGPT account! I default to “Approve for me” for all my codex tasks and auto-review makes sure that I’m protected from any unintended consequences If you haven’t already, enable it in your settings - … ↗
▸ 折叠2条(转推/噪音)
转推2026-10-07 RT @tszzl: will yesterday be remembered as an important day? hard to say. in a punctuated exponential every local maximum looks invisible f…
转推2026-10-06 RT @OpenAI: We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with t…
Alex Volkov@altryneAI43.1K粉 · 11条跟进Haiku 5.5、Grok Bot多模型路由、数学争议和serverless GPU。
@altryne2026-10-08♥4👁707↗ 打开X
Tomorrow 8:30am PT I'm going live with ThursdAI. OpenAI dropped 722 math papers and mathematicians are split. Plus Claude Haiku 5.5, GPT-6 for everyone, a trillion-param Mistral, Reflection's Beam, and decision models everywhere. @maximelabonne from @liquidai is joining at 10:15am PT to talk open d1. https://t.co/ufrQDYSmxC
@altryne2026-10-07♥0👁959↗ 打开X
@bot I want you to have claim an email address for me, seems to be the new hotness but my bots don't haveyet
@altryne2026-10-07♥2👁978↗ 打开X
This is cool 👇 https://t.co/bMNg1U2fpQ
@altryne2026-10-07♥8👁1.7K↗ 打开X
almost a year later, we get a new Haiku! Haiku vs Luna - who wins?
引用@claudeaiIntroducing Claude Haiku 5.5: the cheapest, fastest, and most capable small model we’ve ever released. On average, it costs around 75% less to run than Claude Haiku 4.5. https://t.co/jm06cZJfkV ↗
Haiku与Luna之争在发布后立即出现,真实选型仍要按任务而非品牌站队。
@altryne2026-10-07♥0👁692↗ 打开X
Anyone already feel the opus in their bots?
@altryne2026-10-07♥4👁890↗ 打开X
Hey, psssst, need a serverless GPU? 👇
引用@deok_filhoSubmit this form if you'd like to use Serverless GPU Sandboxes! https://t.co/tbJ9H58RlR ↗
@altryne2026-10-07♥8👁1.1K↗ 打开X
whoah, so this isn't just routing, this is a huge deal both for @bot users (who's bots have now just the best intelligence in the world) and anthropic's upcoming IPO? Elon is getting in bed with Anthropic (and is probably pissed that his Grok 4.7 didn't land well) https://t.co/4ANJRFUHhz
引用@elonmuskImportant note regarding Grok @Bot: Going forward, @SpaceX will use the best back end model for any given task, including Claude Opus 5.5, MidJourney, Suno and other leading APIs. Whatever is most likely to give you the best outcome. ↗
Grok Bot接入Opus被解读为路由而非单模型竞争,合作关系推断未获独立证实。
@altryne2026-10-07♥13👁1.4K↗ 打开X
Half a decade. Half a decade is what it took from AI to go from struggling with grade school math, to solving novel math problems. 5 years seems like a long time, but... consider acceleration, exponential (and don't even try to compare to how fast humans improve) h/t @willdepue
引用@1a3ornFive years ago this month, OpenAI released a dataset of grade school math problems, which all AIs at the time struggled with. Consider some of the problems: https://t.co/G4kkCdYqbI ↗
@altryne2026-10-07♥130👁16.0K↗ 打开X
Math folks are not taking this drop well https://t.co/N77ydMI9Iw
@altryne2026-10-06♥39👁4.1K↗ 打开X
Today (Oct 6, 2026) could be a singular heaviest AI release day in recent history! Here's everything (I know of) that dropped just today: ★★★ OpenAI open sources 722 Math manuscript covering tons of previously unresolved math problems, many including lean proofs! ★★ Meta, Stripe, Shopify announce the Agent Protocol (Assistant protocol imo is a better name) ★★ OpenAI opened up the Decisions API (multimodal JEV competitor) ★★ Mistral goes with the meme & launches Le Chonk - 1T model - soon to be open weighted ★ Google drops Embedding Gemma 2, on device & Nano Banana 2.1 update ★ Brett Adcock launches Hark Pro - a new AI Assistant entry ★ Perplexity open weights Decider v1.1 (their JEV) halving price ★ Claude lands in Google Docs/Sheets/Slides (can it edit a google doc finally?) ★ CoreWeave releases RL rollouts ★ OpenAI auto-review and granola killer also dropped today ★ Gumloop launches agent browsers And I'm somehow supposed to ... cover all this in 2 hours on a Thursday? GAME ON 😎
@altryne2026-10-06♥18👁2.0K↗ 打开X
Fixing OpenAI bugs, one hack at a time. If you are planning to use Dot for anything, clicking 177 times to get to it is annoying. Go into your dot on the app, hit cmd+option+L and it'll copy the deep link to that chat. Add it to Raycast as a quicklink. Voila, you can open a chat with your dot!
▸ 折叠4条(转推/噪音)
转推2026-10-08 RT @maximelabonne: Watch me turn @altryne into a decision model believer
转推2026-10-08 RT @deok_filho: Breaking News at @thursdai_pod last week: Serverless GPUs. Get access to MicroVMs (1 through 8 GPUs each) on CoreWeave Sa…
转推2026-10-07 RT @altryne: Today (Oct 6, 2026) could be a singular heaviest AI release day in recent history! Here's everything (I know of) that dropped…
转推2026-10-06 RT @altryne: Meet my most useful @bot - Weekend Scout! For Parents and DINKs! https://t.co/b7M5E9t26w Never have a boring weekend again!…
Ben Tossell@bentossellAI201.5K粉 · 4条追问本地工具如何迁到云端,以及个人Agent何时需要统一路由。
@bentossell2026-10-08♥2👁775↗ 打开X
wen personal agent router?
@bentossell2026-10-07♥82👁31.6K↗ 打开X
i've gotten pretty comfy with my local tools and files and skills. now you're telling me cloud is better. how do i do that? genuine qs
@bentossell2026-10-07♥52👁6.5K↗ 打开X
my dot/bot/muse/instinct/etc decisions will die when pi bot is born
@bentossell2026-10-06♥17👁5.7K↗ 打开X
a lot has launched today
▸ 折叠3条(转推/噪音)
转推2026-10-07 RT @EnoReyes: Factory is a product company. In a year when a lot of smart money is betting on neoservices that is starting to sound contrar…
转推2026-10-06 RT @wesbos: the only moat left is caring about your project past two days
转推2026-10-06 RT @thisisgrantlee: Everyone is sick of generic AI, including us. Gamma was the first AI presentation platform to reach real scale. But no…
swyx@swyxAI200.7K粉 · 1条询问大家2026年10月的主力编码Agent,并转发RL环境与云端大脑、本地双手讨论。
@swyx2026-10-07♥73👁23.2K↗ 打开X
what is your default/workhorse coding agent today, Oct 2026?
主力编码Agent问卷反映关注者心智份额,不代表整体市场。
▸ 折叠5条(转推/噪音)
转推2026-10-07 RT @chem_safety: Today we are open-sourcing 🥕Karotte, our framework for building RL environments. We've used it for the past year to build…
转推2026-10-07 RT @bradwmorris: related to previous tweet one explanation here - if it is the case that Google's size makes certain research difficult (a…
转推2026-10-06 RT @trq212: we're increasingly going to be moving towards Claude's "brains" in the cloud and giving Claude "local hands" to operate on your…
转推2026-10-06 RT @labenz: Today on AI:AM, @swyx is back. Astra is "a fully capable AI Engineer" for $6/hr, so what's left of the job he named? Plus Curso…
转推2026-10-06 RT @labenz: AI:AM is live with @labenz + @8teAPi. 9:30a PT: @trsohmers (@positron_ai) on why better models make old GPUs more valuable. 10…
Rowan Cheung@rowancheungAI600.6K粉 · 1条展示用GPT-6 Astra按天气和个人信息生成每日穿搭的小应用。
@rowancheung2026-10-07♥60👁18.0K↗ 打开X
AI is getting REALLY good at building your wardrobe. I built an app with GPT-6 Astra that picks my outfit every morning based on live weather, with me as the model. It's super simple to do: > Upload a few full-body photos and one face photo > Add your height, sizes, and fit notes > List the colors you like and the ones you refuse > Paste the master prompt and let it build for 1 to 2 hours One less decision every morning :^)
Hassan@nutlopeAI101.1K粉 · 5条宣布Together在OpenRouter上的token量排名,也继续推广GeoGuess Bench。
@nutlope2026-10-08♥21👁1.9K↗ 打开X
We're #1 on OpenRouter! 🚀 The team's been heads down making our serverless inference API faster, more reliable, and easier to use. If you're building with open models, give us a try!
引用@vipulvedTogether is the #1 provider by volume of tokens (across closed and open endpoints) on @OpenRouter https://t.co/HFmCAVCy3r https://t.co/plfpzVXHEC ↗
Together在OpenRouter的token量第一来自平台流量口径,不等于收入或模型质量第一。
@nutlope2026-10-07♥49👁2.9K↗ 打开X
Hit 1,000 days at @togethercompute last week! 🎉 When I joined, I was still writing code by hand. Crazy how much has changed in such a short time. Grateful to be building the future of AI with an incredible team!
@nutlope2026-10-07♥32👁3.7K↗ 打开X
引用@nutlopeIntroducing GeoGuess Bench! A benchmark to measure how good AI models are at playing GeoGuessr. We gave each model 210 photos from around the world, asked it to predict where each photo was taken, and scored it based on how close it got. Some surprising … ↗
@nutlope2026-10-06♥11👁2.8K↗ 打开X
Come chat with me, @zkwentz from Reflection, and Miriam from NVIDIA at our NYC meetup next week! I'll also be hanging out at @aiDotEngineer NYC next week. Come say hi!
引用@togethercomputeCongrats to the Reflection team on Beam 🎉 Be sure to join us next week at our NYC meet-up with the Reflection team and NVIDIA https://t.co/mM6v7h3wRO https://t.co/LjQYZ5fQJ1 ↗
@nutlope2026-10-06♥45👁6.8K↗ 打开X
Introducing GeoGuess Bench! A benchmark to measure how good AI models are at playing GeoGuessr. We gave each model 210 photos from around the world, asked it to predict where each photo was taken, and scored it based on how close it got. Some surprising results: • Muse Glimmer 30B beat GPT 6 Astra while being ~45x cheaper • GLM 5.3 Flash matched GPT 6.1 Sol while being ~5x cheaper • Claude Opus 5.5 took the #1 spot, scoring even higher than Fable 5.1 Open models did surprisingly well overall. Check out the full leaderboard, Pareto frontier curve, and every model's guesses! - Site → https://t.co/qTZs4nph5e - Code → https://t.co/uCaJ0JGjtH
🧑‍💻 独立开发者
@levelsio@levelsioindie971.2K粉 · 12条把Quake III多人游戏塞进X帖子,也分享由个人旅行数据自动生成的网站。
@levelsio2026-10-07♥103👁22.5K↗ 打开X
Very fun and cool personalized travel site using the https://t.co/0vlnFNYoPM API and MCP server!
引用@stevelaceyI spent 10 years traveling and never wrote a travel blog. So I built one out of the data. Bookings, trips, posts, reviews, check-ins and photos. 🏠 Airbnb, Booking, Agoda and more, parsed from Fastmail 🌍 Every trip from @nomadscom 💬 Posts from the road, … ↗
由预订、帖子、评论、签到和照片拼出的个人旅行站,展示私有数据可直接变成叙事产品。
@levelsio2026-10-07♥278👁32.7K↗ 打开X
Instead of Powerade, Gatorade or an electrolyte drink You can also just eat a banana, take some table salt and drink (sparkling) water This helps you maximize your strength during workouts and and prevents performance drops I have table salt with me during workouts and just put some on my hand palm as if I'd do tequila shots 😂
引用@scottastevensonAllowing myself to drink sweet drinks while working has been the most profound performance enhancement in the past 5 years for me. For the past 2 weeks I've been outputting at +50%. Higher focus, longer. 1 Powerade at my desk per day. I am able to do 12 … ↗
@levelsio2026-10-07♥147👁24.2K↗ 打开X
Inspired by @jaivinwylde I put the entire game of Quake III with WORKING multiplayer inside this tweet 🐣 Just click below to play! https://t.co/34vymMfzTr
Levelsio称把带多人联机的Quake III放进X帖子,是浏览器化旧游戏的极端演示。
@levelsio2026-10-07♥438👁45.9K↗ 打开X
It's great Inspires other people to also get fit Almost everyone over 30 now has belly fat and is overweight it's an epidemic Hard to be lean at 40, let alone 49! We should all be @marclou'ing and get ripped or at least lose all the fat
引用@hoeflatorA man can be a billionaire and still need to flex various physique/health/biomarkers to feel validation. Think about it. CZ can and has literally everything a man could want and still needs internet brownie points. At the end of the day we are all the same … ↗
@levelsio2026-10-06♥1.3K👁59.4K↗ 打开X
TIL a crazy number of hotels is owned not by public stock holders, not by private owners, not even by private equity funds, but by governments! You don't see this easily, because you have to dig quite deep (or well dig upward actually) and they cover it up in lots of constructions Like this hotel in Paris "Le Ballu", sounds French? Yes and it's owned by Hotels & Preference, which on paper is a French international hotel chain Hotels & Preference itself is owned by the Louvre Hotels Group, sounds French too? Yes But Louvre Hotels Group is owned by Jin Jiang International, that doesn't sound so French anymore? So it must be a Chinese company? Right? No! It's the municipality of Shanghai!? Yes the the local council of Shanghai somehow owns 539 hotels around the world including Raddison, Park Plaza, Vienna House, Golden Tulip, Campanile, Kyriad etc. Other big government owners are the government of Dubai, Brunei and Qatar So I added a filter [ Government-owned hotels ] and every hotel page shows the TRUE owner of a hotel, not just the chain!
引用@levelsioAlso one more filter for today: 🔲 Public company ☑️ Privately owned 🔲 Government owned I love ETFs as much as the next guy but they do put a pressure on stocks to grow by 10%/year or more Hotels have a hard time doing that, so how do you grow? You cut … ↗
@levelsio2026-10-06♥1.1K👁50.8K↗ 打开X
I agree with this All AI companies should have 0% tax for next 10 years in EU Instant boost to the mostly non-existing AI ecosystem in EU which will then suddenly start existing!
引用@d4m1n@levelsio @MistralAI EU should cut all their taxes and look the other way ↗
@levelsio2026-10-06♥438👁97.7K↗ 打开X
Brazilians, what's the best washing machine, drier, fridge, freezer and AC brands? Because Brazil has import bans/taxes on everything so you can't easily get Euro brands like Miele, Bosch, etc. For AC, I'd go with Mitsubishi or LG but not sure if available in BR?
@levelsio2026-10-06♥696👁85.3K↗ 打开X
There's a reason I've been porting so many classic games I liked to web with WASM and why this is taking off now I think Because it's way easier to just open a new tab, type the URL and start playing than... Switching on a console or gaming PC, waiting for it to boot, installing the Xbox/PS/Windows/Steam updates, rebooting, finding the game in your library, then a game popup appears (new DLC!!!), click away popup, click [ PLAY ], game has to download the new 50GB updates for 30 minutes, wait, load game, takes ages, tap [ Online ], try find our friends in some convoluted way, [ Play ] I think game and console developers do not realize people don't have time to do all this Many of us are doing other stuff, then have a break, just want to jump into a game, play a bit with friends, and get out again! And decompiling games and porting them to WASM does exactly that!
引用@tenobrusthis got taken down within hours, but it's starting now. within a few months instead of sketchy sites with popup ads hosting torrents of the latest AAA games a few days post release, we're going to have sites hosting *fully playable free WASM versions* of AAA … ↗
作者认为浏览器即开即玩解决现代游戏启动与更新摩擦;版权与分发边界另算。
@levelsio2026-10-06♥1.8K👁126.6K↗ 打开X
🇪🇺 Respect for @MistralAI for actually getting close now 38th in intelligence and only just behind the Chinese open weight models like DeepSeek, GLM and Kimi and ahead of any US open weight model! It shows Europe can still do stuff if they just all get on the same page 👏 https://t.co/JKDsXzHGzV
引用@MistralAIMeet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model from US or Europe on aggregated benchmarks. • State-of-the-art on critical workloads, including cyber defense, manufacturing and finance … ↗
@levelsio2026-10-06♥7.0K👁752.0K↗ 打开X
I own land and property in exactly these areas and will keep buying land and property in these areas This is exactly my post-AGI thesis too Scarse coastal or mountain land with clean air
引用@IterIntellectusonce ASI is here and living somewhere because of "work" becomes pointless, people with money will just move to the nicest places on earth Mediterranean climate, ocean, mountains, good food, beautiful isolated towns places like this are going to become … ↗
@levelsio2026-10-06♥1.0K👁96.5K↗ 打开X
Maybe it's working? https://t.co/iLB8oFl34w
引用@levelsioAirbnb just responded to "reviewgate" The replies here are literally hundreds of people who got their reviews removed directly contradicting what Airbnb says here The "policy" they have seems to be to remove a guest's review and rating whenever a host asks … ↗
@levelsio2026-10-06♥196👁36.8K↗ 打开X
🇵🇹 I tried to make an Urban Terror map of Lisbon with Opus 5.5 and it worked! It uses the real OSM maps data of the center area around Praça do Comércio with real buildings It's not fully exact but a nice approximation, I've always wanted to be able to to multiplayer games in actual REAL cities with friends so now we can I put it as the main map on https://t.co/MohU4A8Zel now 😊
引用@levelsioI 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 … ↗
▸ 折叠3条(转推/噪音)
转推2026-10-07 RT @andilosing: i’ve been cutting my own hair for 7 years now here’s my little setup + how i do it :) https://t.co/dMyNf9MBg1
转推2026-10-07 RT @jaivinwylde: I put the entire game of Minecraft inside twitter.. with WORKING multiplayer 💀 https://t.co/dpCLo0PvLp
转推2026-10-06 RT @stevelacey: I spent 10 years traveling and never wrote a travel blog. So I built one out of the data. Bookings, trips, posts, reviews,…
DHH@dhhindie917.3K粉 · 13条分享Codex与Claude交叉审查的极简Agent工作流,同时发布多条非技术社会观点。
@dhh2026-10-08♥144👁6.5K↗ 打开X
Third-generation immigrants from MENAPT commit more crime than their grand parents did when they arrived in Denmark. Almost as much as their second-generation parents. Assimilation has been a failure. https://t.co/BIETbEg2ir
引用@TomJensen1966Berlingske måtte betale 22.000 kroner plus moms for at få indsigt i disse ellers ikke offentligt tilgængelige data: Mandlige børn af efterkommere fra MENAPT-lande, altså tredje generation, er også markant overrepræsenteret i kriminalitetsstatistikkerne. … ↗
@dhh2026-10-08♥174👁7.3K↗ 打开X
The more these clowns keep calling all the cool shit "fash", the more they encourage making the connection that anything "fash" is cool.
引用@LundukeJournal“Omarchy and Hyprland are fascist. Avoid them at all costs.” This was posted today from the GNOME Co-Founder and SUSE engineer. https://t.co/zcPpnxthTG ↗
@dhh2026-10-08♥611👁15.1K↗ 打开X
Most domestic recycling efforts are empirically retarded, counterproductive, and require you don't value your time. Their real function is to fill the God-shaped hole, sized for penance, prayer, and sacrifice, in people's souls. https://t.co/T77DAx1eve https://t.co/2IsD3F79H1
@dhh2026-10-07♥2.9K👁152.5K↗ 打开X
Here's my technique for adversarial code review if I'm driving from Codex: "Review this with claude". And when I'm in Claude: "Review this with codex". Models know how to to kick off a review using the cli. Know how to take turns. Know how to settle an argument. No magic.
Codex与Claude互相审查的做法简单可复现,但独立性仍受共同训练分布限制。
@dhh2026-10-07♥1.6K👁83.9K↗ 打开X
Hard to know whether to laugh or cry.
引用@LundukeJournalLinux hardware vendor, System76, has banned all AI generated contributions to their Cosmic Desktop Environment (part of the Pop!_OS Linux distribution). All contributors must agree to the following when submitting any changes: “I have not included any LLM … ↗
@dhh2026-10-07♥692👁32.8K↗ 打开X
These stochastic parrots are getting awfully good at doing things nobody taught them to do. Generalization!
引用@leerobEvery game is being decompiled Every math problem is being solved Everything is happening all at once Think about the progress in the past year Now imagine another year And another year ↗
@dhh2026-10-07♥821👁55.5K↗ 打开X
I still love neovim, but lately I've started just opening lazygit directly. That plus an agent is now good enough for 95% of the work I do.
@dhh2026-10-07♥3.8K👁144.2K↗ 打开X
This. People keep asking me for my setup. It's really just any harness, multiple agents concurrently, barely any skills, and using adversarial reviews. There's no magic sauce (or source!). The models are great out of the box.
引用@thdxra weird inversion with LLMs is the models improve faster than the tinkerers when i see people with custom workflows and setups they're all addressing problems that don't exist anymore the person naively using vanilla codex is more likely to be experiencing … ↗
作者主张原生模型进步快于复杂自定义工作流,自己的配置只保留并行与交叉审查。
@dhh2026-10-07♥651👁30.0K↗ 打开X
“As long as the earth remains, there will be planting and harvest, cold and heat, summer and winter, day and night.” Genesis 8:22 https://t.co/s2gngoF4df
@dhh2026-10-07♥438👁28.3K↗ 打开X
"Technological advancement has always rendered some jobs unnecessary. That is literally the progress! Freeing humans from a class of work that used to consume their time and talent so they can pursue new problems." https://t.co/jSVnkXXhjA
@dhh2026-10-07♥5.5K👁344.7K↗ 打开X
How many pencils, how many humans, how many hours would it have taken to recreate the Adobe suite by hand?
引用@midudevTodos los productos de Adobe reimplementados desde cero, gratuitos y de código abierto → https://t.co/p6yYSQtIm5 https://t.co/tpYAgqGdLb ↗
@dhh2026-10-06♥39👁3.5K↗ 打开X
I love the conspiracy theories! I've been recruited by BIG TECH to push... ***checks notes***... RUST?? Because.. uhm.. AI scale?? 😂
@dhh2026-10-06♥2.3K👁76.6K↗ 打开X
I sympathize with programmers who worked on systems they never cared about, for customers they didn't connect with, and took all their working joy from the mechanical act of turning tickets into code. You have to care about the software to be excited about making it w/ agents!
▸ 折叠1条(转推/噪音)
转推2026-10-07 RT @SiliconForested: Omarchy Mac + Aurora Silicon Update We are bringing online new hardware at an incredible pace thanks to AI (SI?) and…
Alex Finn@AlexFinnindie476.8K粉 · 5条集中介绍Grok Bot接入外部最佳模型后的更新与用例。
@AlexFinn2026-10-08♥1.1K👁62.4K↗ 打开X
Grok Bot just had a MASSIVE update They added a ton of functionality including: • Dedicated email address • Opus in Grok • Cursor integration • A 'Main' bot • Much more In this video I cover all the new updates and show you two new use cases I just discovered: https://t.co/zRBz7z0ZGk
Grok Bot更新包括邮箱、Opus、Cursor和主Bot,详情来自推广视频摘要。
@AlexFinn2026-10-07♥1.0K👁51.8K↗ 打开X
The Claude Bot everyone has been waiting for has arrived and it's.... Grok Bot Elon announced Grok Bot will now be powered by whatever the BEST model is for the task you're working on Ask for a super complex task? Opus 5.5 Ask for a detailed image? Midjourney Shows you how good Elon is as a business man He's not implementing competing models into Grok Bot. These are models that are running in SpaceXAI data centers due to existing Anthropic contracts If you use Grok models. Elon wins. If you don't use Grok models. Elon wins. And people say it's luck that he's a trillionaire
引用@elonmuskImportant note regarding Grok @Bot: Going forward, @SpaceX will use the best back end model for any given task, including Claude Opus 5.5, MidJourney, Suno and other leading APIs. Whatever is most likely to give you the best outcome. ↗
Grok Bot选择第三方最佳模型的策略把个人助手变成路由入口,具体后端选择仍由平台控制。
@AlexFinn2026-10-06♥4.4K👁508.3K↗ 打开X
A lot of people don’t realize they’re 5 hours of vibe coding with Opus 5.5 away from changing their entire financial lives
@AlexFinn2026-10-06♥541👁74.0K↗ 打开X
This new AI agent blew my mind Hark is a proactive agent with a custom interface that completely transforms based on who you are They gave me early access a week ago and I've really enjoyed using it Here's everything you need to know about Hark: https://t.co/bWKLgWlaNW
@AlexFinn2026-10-06♥347👁72.7K↗ 打开X
Hark is an awesome AI agent Was lucky enough to have early access over the last week Some things I really like about it: • Best interface in agents. Period. Beautiful to look at and also completely customizable • Extremely proactive. Constantly giving you ideas on what it can do for you • Really strong browser use. Has it's own cloud computer that it gets tasks done in lightning fast Still waiting on computer use so it can manage my computers, but I'm sure that's coming soon Really enjoyed using it. Highly recommend trying it out
引用@adcock_brettIntroducing Hark Pro Hark Pro is now live on web, iOS, and Android Try it free: https://t.co/sco2fEKPQD https://t.co/c0hVsJsWLF ↗
▸ 折叠1条(转推/噪音)
转推2026-10-07 RT @AlexFinn: A lot of people don’t realize they’re 5 hours of vibe coding with Opus 5.5 away from changing their entire financial lives
Arvid Kahl@arvidkahlindie212.5K粉 · 7条讨论Haiku小模型后台任务、AI代码可理解性,以及降成本与增收入的取舍。
@arvidkahl2026-10-07♥45👁4.5K↗ 打开X
Keeping costs down has a restrictive directionality Increasing your operative budget by increasing revenue is quite literally a growth mindset, and only one of them can truly have exponential effects.
引用@jonathan_wilkethis is the spirit, love it 😂🫶🏼 https://t.co/cXaaR8Jn0F ↗
@arvidkahl2026-10-07♥54👁6.4K↗ 打开X
The more “just let Claude cook”, the less you’ll understand its prose. At some point, it becomes technical mumbo jumbo (which my autocorrect just tried to correct to “limbo jumbo”) that might as well be compiled binary code. It’s both extremely precise and contextual but at the same time hyper-specific to the way Claude “thinks”. I wonder if this will get better or worse with smarter models. I might just be starting to be too stupid to keep up sometimes.
Arvid担心放任模型输出会让开发者越来越读不懂代码,属于使用感受而非能力测量。
@arvidkahl2026-10-07♥47👁4.6K↗ 打开X
These small models are getting incredibly cheap yet get more and more capable for those kinds of tasks that make up a whole lot of "background jobs." At this point, it feels wrong NOT to have an AI look at whatever you're doing while you do it.
引用@claudeaiHaiku 5.5 is especially good value on tasks under 100,000 tokens, which make up around 90% of requests to our previous Haiku model. https://t.co/Qu8BZlizaj ↗
把小模型定位为后台任务观察者,关键仍是触发频率、误报和总成本。
@arvidkahl2026-10-07♥30👁4.3K↗ 打开X
I must admit I had hoped that a "grilling session" involved more charcoal and less Claude Code but here we are...
@arvidkahl2026-10-07♥2.3K👁306.7K↗ 打开X
RIP jev Early August 2026 - Late August 2026
引用@OpenAIDevsLet your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP ↗
用“RIP Jev”表达发布冲击很醒目,但后续真实基准显示专用模型仍可能占优。
@arvidkahl2026-10-06♥76👁15.6K↗ 打开X
What's going on with people begging for $1? I see this with my Twitter peers (folks, what are you doing?), and I'm also getting like 3-5 emails from someone begging for a single-digit dollar amount. WTF...
@arvidkahl2026-10-06♥36👁10.8K↗ 打开X
What is the KYC solution SaaS founders are using nowadays? I feel like implementing this myself is a little bit risky :)
Tony Dinh@tdinh_meindie204.5K粉 · 2条分享高风险产品区域的提示词,并继续关注低延迟决策模型。
@tdinh_me2026-10-08♥32👁2.4K↗ 打开X
New favorite prompt to work on high-risk area in my product: https://t.co/YzeIAbC4AZ
作者分享高风险产品区域的工作提示词,但图片内容不在文本数据中,无法进一步核验。
@tdinh_me2026-10-06♥1.3K👁169.9K↗ 打开X
They even support image input. RIP Jev 💀
引用@OpenAIDevsLet your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP ↗
Marc Lou@marclouindie407.2K粉 · 4条本期主要记录塞浦路斯线下训练社群、游戏体验与少量旧内容转发。
@marclou2026-10-07♥53👁3.4K↗ 打开X
Elements in WoW Forever are insane. They kept the vanilla vibe while making the environment super immersive. Lights, water, everything is just pure beauty. https://t.co/fGlMuDeXsg
@marclou2026-10-07♥288👁27.0K↗ 打开X
AI is nice 😊 https://t.co/dvMCg2kSnH
@marclou2026-10-07♥207👁24.3K↗ 打开X
I want to meet more like-minded people in Cyprus, so I started a weekly HYROX training 💪💦🥵 > Every Wednesday, 8:30 am at FIIT Paphos Anyone can join! - @ClaesKarsten is on a 4-week streak - @jose_goncalves_ did his first training with us today - the final boss @wonjitos is always here too, training and sweating harder than all of us combined I was travelling for the past 2 years, and now I've settled down in Cyprus. I try to make friends by doing activities I like, so we already have something in common. And what's better than sweating together?
Marc Lou用固定训练活动在新定居地建立关系,是线下社群从共同活动起步的样本。
@marclou2026-10-06♥871👁62.9K↗ 打开X
Nobody talks about this side of AI. I think it's making life 10x worse for people who tend to overthink. You can now go down a rabbit hole that would never have existed without AI. Example: You’re worried about a small injury. You ask AI. It gives you 5 things to watch out for. So you ask about those 5 things. It gives you 10 more. You ask about those too. And every answer gives you another reason to keep digging. It never ends because AI never runs out of answers. And because it sounds like it knows everything, evry answer feels important. Every new possibility feels like something you should worry about. It reminds me of social media in the 2010s. At first, it was something that connected everyone. It took years to understand that it could also make people feel more lonely. AI is just starting to reach everyone, and I see people getting anxious because of a conversation they had with ChatGPT. I think we’ll discover a lot of side effects like this over the next decade.
▸ 折叠5条(转推/噪音)
转推2026-10-07 RT @marclou: Elements in WoW Forever are insane. They kept the vanilla vibe while making the environment super immersive. Lights, water, e…
转推2026-10-07 RT @marclou: AI is nice 😊 https://t.co/dvMCg2kSnH
转推2026-10-06 RT @marclou: Nobody talks about this side of AI. I think it's making life 10x worse for people who tend to overthink. You can now go down…
转推2026-10-06 RT @thakur_g: Let’s get it rolling
转推2026-10-06 RT @trust_mrr: ACQUIRED ✅ 🎉 A SaaS for creators just got acquired on TrustMRR. 💰 Sold for $6.3K 🤑 $2.3K revenue last 30 days 📈 0.2x multi…
Nikita Bier@nikitabierindie1.3M粉 · 1条本期只转发一家AI医疗创业公司的1.2亿美元B轮融资。
@nikitabier2026-10-06♥858👁87.4K↗ 打开X
Excited to see @tjparker back in the game with his new company -- and doing what he was built for. I met TJ 13 years ago in TechStars when he was starting PillPack: our desks were next to each other. He asked if I wanted to invest in the seed round and I wondered who would buy a pharmacy. His reply: "I don't know—Amazon?" Five years later, Amazon bought it. I didn't hesitate the next time he asked me that question. And like PillPack, they've have built one of the most well-designed AI healthcare experiences: from symptoms to treatment in minutes.
引用@tjparkerGeneral Medicine has raised a $120M Series B led by @a16z. We're using it to build the healthcare store. The only way healthcare will work is to make the customer the most powerful participant in the system. And the only way to do that is to let them … ↗
Tibo@tibo_makerindie211.5K粉 · 10条公开发布者市场累计付款与AI视频用量,也把消费应用方法论做成开源skill。
@tibo_maker2026-10-08♥8👁856↗ 打开X
hey guys, i promise i won't be mad if you steal my posts pushing my own products 🤣 do this more, i'll support 🤣 https://t.co/7jFp3CARm5
引用@YilmazcimUyarmy stack to handle a $1m MRR portfolio: 🤖 Claude Code - where I plan and build 👩‍💻 Cursor - when I need to get in the code 🧠 Mission Control - to build Loops so agents can work while I sleep 🎬 Revid - every demo, ad and video content 📈 Outrank - SEO + … ↗
@tibo_maker2026-10-07♥45👁5.9K↗ 打开X
引用@SunshineLovelehttps://t.co/m1dMKMSUAx ↗
@tibo_maker2026-10-07♥120👁16.3K↗ 打开X
Nikita Bier charges $500 a minute for advice and only takes calls with VC-backed founders so we turned his whole consumer app playbook into a free, open-source AI skill for the rest of us describe your app to your agent and it tells you: - which rung of his ladder you're stuck on - which of your numbers you can't trust yet - what to fix first, then 2-3 big bets - one test with a yes/no threshold, set before you run it it's in tomorrow's newsletter 👇 ✨ https://t.co/ereQodN3Ov ✨
引用@tibo_makerthis is how Nikita Bier builds viral apps https://t.co/477Bn044qj ↗
把Nikita Bier的方法论打包成免费开源skill,是高价咨询内容产品化的典型。
@tibo_maker2026-10-07♥36👁6.8K↗ 打开X
now having users spend $1k+ / week on Revid AI has reached a point where you can just ask for the video you want, and you blindly trust it, and it comes out as a multi-minute video that is even better than what you asked for this one was 1-shot, for about $8 and yeah, sometimes it's off, you re-run it, and get gold 20 minutes later imagine the old way: 1. spend 2 hours writing the brief 2. send to a freelancer 3. wait 2-3 days for 1st version 4. endless feedback and iteration I'm now doing videos alone, just dropping thoughts to Revid when I have an idea (sometimes in the toilet 🤣), and often, it comes out as a gem 💎 I had no idea I would be able to witness that one day.
引用@tibo_makerAI understands me better than my mum 👇 honestly, who can't relate to this? don't lie https://t.co/De0A1OUxZm ↗
每周千美元用量与8美元单条视频均为产品方自报,未给出返工率和成片转化。
@tibo_maker2026-10-07♥72👁10.5K↗ 打开X
sometimes a single DM can change your future happened to me when I DMed JK Molina when starting Tweet Hunter - leading to a $10m exit so glad Filip sent that DM about Bazzly, leading to the insane growth we're now having https://t.co/Q3qDDqi7jR
引用@tibo_makerBazzly now cited as best Reddit tool by ChatGPT 💪 getting mentioned by ChatGPT is very hard I just know a few ways to make it happen: 1. make your product super niche 2. be it the best in this category 3. outreach to get into listicles 4. get backlinks and … ↗
@tibo_maker2026-10-07♥40👁6.1K↗ 打开X
we sent our first marketplace payouts this week and I owe our sellers an apology, some waited way too long quick context: Aug 25 we opened Outrank's marketplace to publishers DR 40+ sites with real traffic get paid $1 per DR, per article 6 weeks later: - 67 publishers have earned money - $11,913 earned in total - top earner: $1,232 .. for 1 blog owner 🤯 payout sent now let's scale this
Outrank市场六周累计付款11913美元、67位发布者获益,数字来自平台创始人。
@tibo_maker2026-10-06♥48👁12.9K↗ 打开X
Bazzly now cited as best Reddit tool by ChatGPT 💪 getting mentioned by ChatGPT is very hard I just know a few ways to make it happen: 1. make your product super niche 2. be it the best in this category 3. outreach to get into listicles 4. get backlinks and mentions with Outrank 5. get on Reddit thanks to Bazzly 🤷‍♂️
@tibo_maker2026-10-06♥474👁17.4K↗ 打开X
you know this feeling when you see everyone doing amazing things, and it just drains all your energy as you feel so behind well, today I did a customer interview I showed a new feature, she was blown away people on X are like "meh" real people out there are blown away it refueled my energy 200%, and I now want to ship 10x X is a bubble, remember to get out from time to time and remember 👉 talk more to real people
@tibo_maker2026-10-06♥559👁46.3K↗ 打开X
AI understands me better than my mum 👇 honestly, who can't relate to this? don't lie https://t.co/De0A1OUxZm
@tibo_maker2026-10-06♥61👁9.1K↗ 打开X
today I sent $3,000+ to creators running Clipatra campaign for various brands i've built the first agent-first creator marketing platform i think this can get big https://t.co/XOp3G7eCRJ
Jon Yongfook@yongfookindie173.3K粉 · 3条认为AI不会消灭SaaS,但会把独立开发者的交付基线抬高到过去的十倍。
@yongfook2026-10-08♥247👁20.9K↗ 打开X
I don’t think AI will kill SaaS completely. But it absolutely shifts the expectation that you as an indiehacker should ship something 10x bigger than what you could previously. Anyone can build a 1x vanilla SaaS now. Go 10x or go home.
引用@Yuchenj_UWTalked to a startup’s founders. In 6 months, 1 engineer built their web, desktop, iOS, and Android apps with AI. Just 1 engineer. And they’re not shitty prototypes. They’re polished, well-designed, and reliable apps. AI is turning 10x engineers into 100x … ↗
“做十倍大”是作者对AI时代SaaS基线的判断,不是可量化行业定律。
@yongfook2026-10-07♥61👁6.1K↗ 打开X
Anyone else or just me? https://t.co/gWa5yEg8Z8
@yongfook2026-10-07♥75👁5.8K↗ 打开X
Every single startup logo right now. Don't get left behind, claim your agent mascot shape primitive before someone else does! https://t.co/4tFIJjk1il
Thomas Sanlis 🥐@T_Zahilindie24.4K粉 · 7条分享十个业务自动化prompt、Uneed社群机制,并继续表达开发岗位替代观点。
@T_Zahil2026-10-07♥17👁1.2K↗ 打开X
Here are my best 10 prompts to improve your business and your distribution, and get more customers. 1️⃣ "Test my product like a real user and go through the whole purchase funnel, from the landing page to the payment. Then give me 3 things I should change first to increase my conversion rate." 2️⃣ "Read my welcome email sequence and look at its numbers: open rate, clicks, unsubscribes and conversions. Improve the emails that underperform, then remind me in 7 days to check the results so we can do it again." 3️⃣ "Go through the support emails from the last 30 days and list every complaint, bug, frustration and idea from my users. Then give me the top 3 changes to make to my product to fix what comes up the most." 4️⃣ "Read my landing page as a skeptical visitor who has never heard of me. Tell me what you understood in 5 seconds, what is unclear, and which objection would make you leave. Then rewrite my hero section, with a least 3 different versions." 5️⃣ (I love this one!! Mine is a big more complex now, but you get the idea) "Every Monday, check my key numbers (traffic, signups, revenue, churn), compare them with the previous week, and send me a short summary with the one thing I should focus on." 6️⃣ "Look at my churned customers from the last 3 months, find what they have in common, and suggest 3 concrete actions to keep the next ones longer." 7️⃣ "Compare my pricing page with my competitors' and propose one pricing experiment I can run this month, with the impact you'd expect on revenue." 8️⃣ "Look at my users who signed up but never paid, find the last action they did in the product, and write a reactivation email for each group." 9️⃣ "Look at my Search Console data and find the keywords where I rank between position 5 and 20. Tell me which pages to improve first to get the most traffic out of them." 1️⃣0️⃣ "Launch on Uneed. Send a DM to Thomas, the founder, to ask for a huge discount to skip the line" 😎 Bookmark this and run one of them every week!! The more you'll do it, the more you'll refine the prompt, connect your tools etc to have more accurate data and results If you want to automate all that, check out Paseo, it's a super nice open source and free ADE, I personally love it 😄
@T_Zahil2026-10-07♥21👁1.1K↗ 打开X
It's crazy and super hard to graps, but these days, you're only limit is your imagination You can really build ANYTHING you want with Opus 5.5
@T_Zahil2026-10-07♥26👁953↗ 打开X
Here's a secret code when launching on Uneed 👀 If you're a member of our Discord Community, our bot detects your launch and share it automatically 🔥 https://t.co/pyHVycagxi
@T_Zahil2026-10-06♥52👁2.9K↗ 打开X
I’d love to see @MistralAI launching on Uneed instead of Product Hunt, to support the biggest EU launch platform 🙏 Who should I ping to make it happen?
@T_Zahil2026-10-06♥9👁787↗ 打开X
引用@T_ZahilI can’t believe how many people STILL believe that developers won’t be (are not!!) replaced by AI lol ↗
@T_Zahil2026-10-06♥14👁773↗ 打开X
I'm official a delivery guy 🚚😎 I can't wait for the residency to start, welcome again Nicolas!!
引用@NicolasPapegaeyHome delivery by @T_Zahil himself of a Uneed sweatshirt, and the quality is seriously good. Figured I’d use the occasion to bring this account back to life after 3 months of silence: I’m doing it again and joining Uneed Residency Batch 2 at the end of … ↗
@T_Zahil2026-10-06♥235👁35.4K↗ 打开X
I can’t believe how many people STILL believe that developers won’t be (are not!!) replaced by AI lol
Josh Pigford@Shpigfordindie75.6K粉 · 13条继续为AI SEO服务涨价和交付,并强调客户愿意为持续代办而不是DIY工具链付费。
@Shpigford2026-10-07♥7👁2.9K↗ 打开X
is this what having a stroke feels like? i'm pretty sure i'm having a stroke. https://t.co/pIwOtmDBv3
@Shpigford2026-10-07♥47👁3.2K↗ 打开X
ding ding ding. could you? sure. should you? debatable. will you? absolutely not.
引用@vlucas@Shpigford It’s crazy the people who think everyone will install a skill, connect a bunch of services, and run prompts continuously. Like nah man busy people just want to pay someone else to do that and automate it all. Rooting for you. It’s a good idea to … ↗
高客单价服务的价值被定义为替客户持续接线和执行,而不是提供一包工具。
@Shpigford2026-10-07♥12👁2.7K↗ 打开X
today's the last day i'm onboarding folks at $1500/mo! shoot me an DM and i'll get you onboarded today at that price. tomorrow goes up to full $2k/mo.
引用@FirstIndexHQGet found everywhere people ask. https://t.co/4NBR5gZFgf https://t.co/JPjECbniIs ↗
FirstIndex从每月1500美元涨到2000美元,仍处于以稀缺和截止时间促销的早期阶段。
@Shpigford2026-10-07♥20👁6.3K↗ 打开X
like sure, maybe i'm 10000% wrong and everything will fail. then again...maybe not. but i guess you can't fail if you never try. 🤷‍♂️
引用@Shpigfordi vastly prefer being around people who default to "can" over "cannot". so much of humanity is immediately drawn to why something isn't possible, won't work, will fail, is "wrong"...when life is just infinitely more enjoyable when you optimize to "possible". ↗
@Shpigford2026-10-07♥47👁3.5K↗ 打开X
i vastly prefer being around people who default to "can" over "cannot". so much of humanity is immediately drawn to why something isn't possible, won't work, will fail, is "wrong"...when life is just infinitely more enjoyable when you optimize to "possible".
@Shpigford2026-10-07♥1👁1.5K↗ 打开X
any text message service similar to @gowithquo that can actually message UK numbers? https://t.co/Alv75eMoVa
@Shpigford2026-10-07♥59👁6.9K↗ 打开X
revenue-wise, https://t.co/00llvxuMIo is already where baremetrics was at 18 months. it's been 11 days.
作者称11天收入已到Baremetrics第18个月水平,但没有在本推文给出统一口径数字。
@Shpigford2026-10-07♥139👁13.7K↗ 打开X
the number of SEO bros with their pitchforks out because i got a few dozen clients with https://t.co/00llvxueSQ... like, my dudes, if i'm hurting your business because of a handful of customers, maybe you didn't have a great business to begin with?
@Shpigford2026-10-07♥96👁6.4K↗ 打开X
After some 25+ years of paying for Adobe products (kinda miss buying those giant boxes of software), I just canceled my subscription. Feels like the end of an era.
@Shpigford2026-10-07♥45👁5.4K↗ 打开X
best part about building https://t.co/00llvxuMIo over the past week has been working with so many companies that just wanna get things done. have shipped hundreds of improvements for dozens of companies.
@Shpigford2026-10-06♥30👁4.5K↗ 打开X
this tweet is basically my anthem from the past week of this whole SEO biz (@FirstIndexHQ) blowing up. 🫣
引用@Shpigfordyou could. but you won't. ↗
@Shpigford2026-10-06♥47👁5.6K↗ 打开X
decided to YOLO the launch but will do the $1500/mo price through tomorrow. 🙂 thursday will switch over to $2k/mo
引用@Shpigfordthis has continued to absolutely blow up (at nearly $400,000 ARR in 10 days). doing a last round of early access at $1500/mo. once i fully launch later this week, price goes up to $2k/mo. DM me if you're interested in me handling all your company SEO! ↗
@Shpigford2026-10-06♥45👁3.8K↗ 打开X
chat, it's business time. 🎉 https://t.co/Io3tAFllZg
引用@Shpigfordprobably nothing. ↗
▸ 折叠2条(转推/噪音)
转推2026-10-07 RT @cyrilchandelier: Exactly why I decided to work with Josh on this SEO thing. I could do it myself, but I wouldn’t actually do it.
转推2026-10-06 RT @landforce: This is a perfect example of AI enabled high ticket service and he’s around $500k ARR in like a week (I’m a customer btw)…
Adam Lyttle@adamlyttleappsindie59.1K粉 · 2条提醒及时下架低收入旧应用,也分享个人健康检查经历。
@adamlyttleapps2026-10-07♥26👁6.7K↗ 打开X
Your daily reminder to cull old apps Having a portfolio of small bets not making any revenue is a liability
引用@KhalidWarsaI abandoned this app so Apple doesn’t put me on the naughty list. Risking my account for a single app wasn’t worth it. You have to know when to bend the knee so the monopoly machine doesn’t steamroll you. https://t.co/kGIG7A99sN ↗
下架无收入旧App是开发者账号风险管理观点,是否适用取决于维护成本和平台政策。
@adamlyttleapps2026-10-07♥104👁7.0K↗ 打开X
I was diagnosed with a thyroid issue a few years ago Today I did a full blood test and guess what? No thyroid issue I tried everything the doctor said in the past and the main thing that has changed? Lifting weights 2-3 times a week with a personal trainer I mean, it has the benefit of also helping me stay healthy with my eating. But man… If the doctor said “go lift weights” a few years ago. I would have done it
Jonathan Wilke@jonathan_wilkeindie29.8K粉 · 14条把Grok Bot用于邮件、日历、Slack和项目管理,也期待用户不再关心底层模型。
@jonathan_wilke2026-10-08♥11👁684↗ 打开X
I'm really looking forward to the time where we don't have to care about what model we are using anymore.
@jonathan_wilke2026-10-08♥4👁841↗ 打开X
I told you this a while ago already
引用@ivanburazinThe chatbot era is over. The classic text interface is no longer the primary consumer product. ↗
@jonathan_wilke2026-10-07♥11👁1.8K↗ 打开X
This is my simple @bot setup. One bot per project to keep the context scoped and the primary Grok Bot for everything else. https://t.co/4arqk7HbVw
@jonathan_wilke2026-10-07♥26👁2.6K↗ 打开X
I wonder if we ever get to the point where there is no such things as models anymore, but “the one model” just decides what’s best with the least cost.
引用@claudeaiIntroducing Claude Haiku 5.5: the cheapest, fastest, and most capable small model we’ve ever released. On average, it costs around 75% less to run than Claude Haiku 4.5. https://t.co/jm06cZJfkV ↗
@jonathan_wilke2026-10-07♥12👁5.2K↗ 打开X
this is the spirit, love it 😂🫶🏼 https://t.co/cXaaR8Jn0F
@jonathan_wilke2026-10-07♥21👁2.1K↗ 打开X
Many of you asked what I actually use @bot for. A few examples: 🧑‍💻 Steering my coding agents in Cursor 📬 Sorting my emails and drafting replies 📅 Managing my calendar across work and family ☀️ Sending me a morning briefing with meetings, mail and to-dos 🎯 Tracking my Linear issues across 3 workspaces 💬 Watching Slack and pinging me only when someone needs me ⏰ Reminding me about errands when I actually have a free slot 🗑️ Telling me which trash bin goes out tomorrow 🛍️ Researching and shopping for things I need Best part: I control it all by voice from my Tesla. Fucking amazing. Oh and of course: writing this post for me.
引用@jonathan_wilkeI started using @bot to run my life. And I love it. ↗
作者列出邮件、日历、Linear、Slack与购物等个人Bot用例,并承认帖子也由Bot代写。
@jonathan_wilke2026-10-07♥6👁878↗ 打开X
Not yet 😂😂😂 https://t.co/zXIDKPBTTk
引用@jonathan_wilkeI started using @bot to run my life. And I love it. ↗
@jonathan_wilke2026-10-07♥20👁4.7K↗ 打开X
Please read this
引用@lennysanLinear CEO @karrisaarinen: "I took a break this summer from paying attention to AI. I thought that when I came back, I'd feel left behind. But when I came back, I realized that nothing has really changed. There's new models, there's new techniques, there's … ↗
Linear CEO的转述强调工具进步不自动等于团队做出更好的产品。
@jonathan_wilke2026-10-07♥57👁6.7K↗ 打开X
I started using @bot to run my life. And I love it.
@jonathan_wilke2026-10-07♥17👁2.0K↗ 打开X
Honestly I think this is a completely understated opinion. Instead of "everyone can build now with AI", it's actually "AI is giving you superpowers". So fucking start using those superpowers and build things that weren't possible before.
引用@ImSh4yyDespite all the doomers on the timeline, I've never been more excited to build. Yes, AI lowered the bar. The average developer can ship something over a weekend now. But the fun part is how much it raised the ceiling of what's possible. Things that used … ↗
@jonathan_wilke2026-10-07♥68👁9.8K↗ 打开X
Aaaaaand we have a new #1 on https://t.co/FLFplRsQVX 👏🏼🥇 https://t.co/qxCPOFDgfs
@jonathan_wilke2026-10-07♥42👁4.5K↗ 打开X
This guy added his site to https://t.co/FLFplRsQVX. What a fucking legend! https://t.co/eaXfKGSV3b
@jonathan_wilke2026-10-06♥8👁2.9K↗ 打开X
Once you see it, you can’t unsee
引用@jonathan_wilkeFunniest thing about this is that it took me over a year to realize that there is a cursor in the logo. Initially I just thought “nice logo, but I don’t get what the box has to do with the brand” ↗
@jonathan_wilke2026-10-06♥23👁10.5K↗ 打开X
I watched this video like 20 times 😂😂😂 his reaction is just too good when she realizes that he is Sam’s brother
引用@BigBrainBiznessJack Altman, founder of Alt Capital, casually reveals on his own podcast that Sam Altman is his brother, and the interviewer completely loses it: https://t.co/godp6c4uG5 ↗
Peter Askew@searchboundindie26.2K粉 · 2条一条谈直接流量,一条记录2027年洋葱播种,产品信号很少。
@searchbound2026-10-07♥23👁875↗ 打开X
crossing fingers as we just planted our entire seed bed for 2027 crop 🙏 #vidaliaonions https://t.co/dgvysbV2Zj
@searchbound2026-10-06♥43👁2.3K↗ 打开X
direct traffic is the name of the game https://t.co/rH511evXSz
Daniel Vassallo@dvassalloindie204.9K粉 · 1条本期主要分享木工与旧车经验,并转发对Agent时代编程意义的讨论。
@dvassallo2026-10-07♥37👁4.9K↗ 打开X
I built a lot of furniture with just a minivan and a circular saw back in the day https://t.co/bbtwgi5ufz
引用@LoganARobisonTo everyone that hates on minivans, can your car do this? Yes, the Honda odyssey can fit a full sheet of plywood comfortably. I see no reason to buy any other vehicle https://t.co/lFuQuhfhMv ↗
▸ 折叠2条(转推/噪音)
转推2026-10-07 RT @jasonfried: Like innocent until proven guilty, I prefer to like things before disliking them. And mostly I like to keep liking them. Li…
转推2026-10-06 RT @dhh: I sympathize with programmers who worked on systems they never cared about, for customers they didn't connect with, and took all t…
Simon Høiberg@SimonHoibergindie163.8K粉 · 3条把创始人内容生产拆成Agent循环,并继续寻找模型中立的个人助手入口。
@SimonHoiberg2026-10-07♥17👁2.2K↗ 打开X
I would not hire a content person just to keep the machine moving anymore. A lot of founder content work is repeated production work: Collect rough ideas. Check YouTube angles. Turn customer comments into topics. Draft the first version. Make the graphic. Schedule the post. Look at what got a response. That used to be junior-marketer work. Now it is a pretty good agent workflow. The founder still has to bring the taste, the opinion, the real experience, and the judgement. That part matters more than ever. But the repeatable loop around it should be a system: → Capture ideas → Shape angles → Produce assets → Publish → Learn from comments and performance This is the kind of content setup I would build before hiring a content team.
把创始人内容循环拆成捕捉、塑形、制作、发布和反馈,判断与经验仍由人提供。
@SimonHoiberg2026-10-07♥30👁3.6K↗ 打开X
Such a cool move! The main reason I still use OpenClaw is because of this - allowing me to use whatever model I want. If you allow me to connect OpenRouter and any custom completion endpoint, I'll move over! (You can still make Grok the easiest, best built-in experience)
引用@elonmuskImportant note regarding Grok @Bot: Going forward, @SpaceX will use the best back end model for any given task, including Claude Opus 5.5, MidJourney, Suno and other leading APIs. Whatever is most likely to give you the best outcome. ↗
模型中立入口被视为迁移条件,说明个人助手的锁定点可能在endpoint与上下文。
@SimonHoiberg2026-10-06♥14👁1.3K↗ 打开X
I'm using Kubernetes to run my products on Hetzner. But not because it needs to scale - but because it's super practical. Whenever I hear people say "Kubernetes is overkill" I think they're mostly missing the point. I want a "PaaS"-like experience, but self-hosted. And my setup does this super well: - Forgejo (self-hosted git) - Docker images - Kubernetes (k3s) And this doesn't have to be insanely complex. It can be very simple and very practical when self-hosting SaaS 👇
Kyle Gawley@kylegawleyindie45.6K粉 · 9条强调人味营销、正常社交和SaaS节省时间的价值,也披露曾为编译器投入42万美元。
@kylegawley2026-10-08♥4👁530↗ 打开X
I spent $420,000 building a compiler instead of using an open source one for free.
@kylegawley2026-10-08♥7👁703↗ 打开X
Your marketing moat is being human. My best performing video this week is a video I shot in one take, in bad lighting, still sweaty from the gym. No-one cares about your fake ChatGPT posts. Or your 14-box infographic with the same gradient, icons and font as every other piece of slop in the feed. Be real, be human.
“人味是营销护城河”来自作者近期单镜头视频表现,缺少具体转化数据。
@kylegawley2026-10-08♥1👁784↗ 打开X
Marketing software is hard work. You have to churn out a tonne of content. Or you could just get paid to post content. https://t.co/aFX2qKwzxT
@kylegawley2026-10-07♥8👁1.1K↗ 打开X
You'll get 100x more value on here in the long term just chatting to people normally and building a network Don't cold pitch absolutely everyone in your DMs Don't fake sincerity Don't write your DMs with AI The bar is so low in 2026 just being a normal human being will make you stand out
不群发、不伪装真诚、不让AI写私信,是低门槛但长期有效的社交平台建议。
@kylegawley2026-10-07♥5👁1.3K↗ 打开X
Instead of vibe coding your own Google Sheets alternative Why don't you vibe code an improvement to your own product instead?
@kylegawley2026-10-07♥26👁1.6K↗ 打开X
When microwaves were invented we had microwave bros going around telling everyone restaurants are cooked, people will make their own food.
@kylegawley2026-10-07♥26👁2.1K↗ 打开X
There are 3 types of people vibe coding alternatives to SaaS products: 1. Nerds with too much time and no life 2. Developers with no money to pay for SaaS 3. People getting paid to say this shit Everyone else is looking for ways to save time, not sink more of it into pointless projects to save $20/mo.
作者用省下维护时间解释SaaS价值,措辞尖锐但抓住了机会成本。
@kylegawley2026-10-07♥4👁1.2K↗ 打开X
I think this is a cool project from Dan so wanted to share Building hard things is smart in 2026, I think the difficult challenge here is convincing someone to switch from Resolve, CapCut etc to a vibe coded alternative
引用@DanKulkovwait, your ai agent can edit videos? https://t.co/KthY92cYxQ ↗
@kylegawley2026-10-06♥24👁3.0K↗ 打开X
don't waste your youth building a startup https://t.co/OtPzMDK3X3
Marc Köhlbrugge@marckohlbruggeindie89.2K粉 · 2条为AI时代继续公开构建辩护,也关注Adobe替代品出现的速度。
@marckohlbrugge2026-10-07♥22👁1.7K↗ 打开X
This “don’t build in public”is such a weird take I started seeing more of Yes, now with AI it’s easier than ever for people to copy your work But they always will be one step behind. It’s not like you’re sitting still, not iterating after your v1 And what’s the alternative? Building in private? Not shipping your work to customers? Hiding? That’s coming from a position of weakness imho Good luck building a great product nobody gets to use and provide feedback on AI lets everyone move faster. You. But also your competitors. And straight up copycats Relatively, not much has changed. You need to continue to keep momentum, keep shipping, gather feedback, iterate on that, build a network of peers who got your back, where you can go for advice, etc I’d put my money on someone doing that, in public, over someone iterating forever in private never shipping because it’s not ready yet and too easy to copy
引用@Kamal_K2I repeat, DO NOT BUILD IN PUBLIC ! ↗
公开构建的价值被概括为持续迭代、反馈和关系网络,而不是隐藏创意。
@marckohlbrugge2026-10-07♥13👁1.6K↗ 打开X
Wasn’t expecting to see this happening to Adobe products so soon 😂
引用@marckohlbruggehttps://t.co/Yk8HcXK9rW ↗
▸ 折叠1条(转推/噪音)
转推2026-10-06 RT @TablePlus: We are proud to introduce our new product, https://t.co/AuG85uGOPi It is a Virtual Machine specifically designed for Apple…
Dan Kulkov@DanKulkovindie50.6K粉 · 9条推广开源工具目录与视频编辑产品,同时抱怨Claude Code额度并继续削减订阅。
@DanKulkov2026-10-08♥2👁425↗ 打开X
indie hackers when they see $10/mo https://t.co/Vsd7Kg3PO0
引用@DanKulkovescape the subscription hell https://t.co/F22Bi0m7xv ↗
@DanKulkov2026-10-08♥9👁1.4K↗ 打开X
escape the subscription hell https://t.co/F22Bi0m7xv
@DanKulkov2026-10-08♥3👁926↗ 打开X
new heading 1 manifesting my first paying customer https://t.co/rk5vLciHO5
@DanKulkov2026-10-07♥20👁2.2K↗ 打开X
💸🚨 ESCAPE THE SUBSCRIPTION HELL meet https://t.co/p6IdDxEG8d directory of 500+ open-sources tools and agent skills use them to build GREAT internal tools stop paying $20/mo for 30 minutes of vibe-coding https://t.co/qEhWSunqOj
引用@DanKulkovrecent cleanup loops ($49/mo) → aws ses supabase ($35/mo) → hetzner + postgresql vercel ($30/mo) → hetzner + cloudflare senja ($19/mo) → internal tool screenshot one ($14/mo) → internal tool capcut ($8/mo) -> clipspal total saved: $155/mo ↗
开源工具目录以逃离订阅为卖点,但迁移和维护工时没有计入节省。
@DanKulkov2026-10-07♥20👁2.3K↗ 打开X
#1 reason i cancelled my claude code subscription 5h limits this is so fucking stupid i already have WEEKLY limit just let me workkkkk that's why codex is the real goat
Claude Code五小时限额造成的工作中断,是重度用户转向Codex的个人理由。
@DanKulkov2026-10-07♥13👁990↗ 打开X
shipped big ClipsPal update > ui updates > improved punch-ins logic > more sound effects > faster editing > 🪳 bug reporter 1 licence left at $49 btw https://t.co/T2NtFZm2kf
@DanKulkov2026-10-07♥16👁1.7K↗ 打开X
startup idea — bad press 📉 ruin your competitor's reputation for $199 https://t.co/V2lUf2FoBL
@DanKulkov2026-10-07♥15👁1.2K↗ 打开X
recent cleanup loops ($49/mo) → aws ses supabase ($35/mo) → hetzner + postgresql vercel ($30/mo) → hetzner + cloudflare senja ($19/mo) → internal tool screenshot one ($14/mo) → internal tool capcut ($8/mo) -> clipspal total saved: $155/mo
@DanKulkov2026-10-07♥9👁1.5K↗ 打开X
we might be cooking!!! 3 left on this price then $59 https://t.co/ENURQuszhm
引用@DanKulkovwait, your ai agent can edit videos? https://t.co/KthY92cYxQ ↗
▸ 折叠6条(转推/噪音)
转推2026-10-07 RT @DanKulkov: who the fuck is this guy https://t.co/qNP07Cq7EF
转推2026-10-07 RT @DanKulkov: #1 reason i cancelled my claude code subscription 5h limits this is so fucking stupid i already have WEEKLY limit just l…
转推2026-10-07 RT @DanKulkov: shipped big ClipsPal update > ui updates > improved punch-ins logic > more sound effects > faster editing > 🪳 bug reporter…
转推2026-10-07 RT @DanKulkov: startup idea — bad press 📉 ruin your competitor's reputation for $199 https://t.co/V2lUf2FoBL
转推2026-10-07 RT @DanKulkov: recent cleanup loops ($49/mo) → aws ses supabase ($35/mo) → hetzner + postgresql vercel ($30/mo) → hetzner + cloudflare sen…
噪音2026-10-07 who the fuck is this guy https://t.co/qNP07Cq7EF
Brett@BrettFromDJindie171.0K粉 · 0条本期只转发Higgsfield关于工程岗位与AI编码的激进判断。
▸ 折叠1条(转推/噪音)
转推2026-10-07 RT @alexmashrabov: Demand for SWE will collapse by the end of 2027. At Higgsfield, zero engineers write code manually anymore. We launched…

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62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。