独立开发者日报

实现越来越便宜,复盘、利润与硬件边界反而变贵

AI胶水可以在一个周末搭完,却同时撞上同质化、推理成本与退款风险。Agent工具链则开始补复盘、约束和重放,本地模型也把竞争从参数表推向整套硬件工程。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-10-05 · Twitter 31账号/109条 · HN 37条 · Reddit 42帖 · GitHub新星 2个 · 正文约27分钟 · 窗口10-04 ~ 10-05

编者按

实现速度继续上涨,但这一期最有价值的信号都在问同一个问题:做得出来之后,什么还能留下来。Yongfook用一个周末搭完AI故事视频流水线,最后因为同质化、每分钟约5美元的原始推理成本和内容价值选择不发布;他给独立开发者列出的出路,也从又一个AI包装器转向软件基础件、专家服务和真正困难的事。

Agent工程开始从“多生成”转向“少重复犯错”。Matt Pocock把会话复盘放进主流程,pstack把有主见的工作流移植到多个harness,e2e则记录Agent动作并在应用未变化时无模型重放。复盘、约束、验证和重放,正在成为生成之后的第二套基础设施。

能力边界也越来越像系统问题,而不是一张模型榜单。Qwen在4090上的速度样本、20台DGX Spark把家庭保险丝推成瓶颈、二手矿卡FPGA上的INT4实验,都说明本地推理要一起算内存、带宽、供电和上下文。与此同时,平台封禁与模型拒绝的用户报告提醒另一件事:自动化可以做决定,但解释和申诉不能一起被自动化掉。

1

AI胶水两天做完之后,利润与判断力成了真正门槛

昨日回声

回看2026-10-04:什么都能更快做出来之后,判断力成了最慢也最值钱的一层

昨天的公开稿把判断力列为稀缺层,今天Yongfook给出了一张更具体的成本表。他用一个周末做出从故事扩写、分集、分镜、角色、配乐、配音到视频渲染的完整流水线,却判断它没有技术护城河、市场高度拥挤,而且60秒成片仅原始推理就约5美元。若100美元充值里90美元都要交给模型供应商,退款和拒付足以吞掉薄利;最终他决定不发布。

@yongfook2026-10-05♥121👁15.1K↗ 打开X
I built an AI slop machine over the weekend. I will never launch it, after seeing what I created. You put in a story prompt, and it generates a more structured story with stakes, cliffhangers, a beginning, middle, end. Splits it into episodes. Storyboards the whole thing, makes a cast, music, poster, voiceovers. Then generates the visuals (different styles available from anime to cinematic) and you can play the episode as a slideshow, or render it as a video. Uses all the latest models that you would expect. A few observations from this exercise: 1) it was trivial to build There's no moat here. This is just "AI glue", building an app that wraps several AI models. The moat is the GTM strategy, which leads me to... 2) this space is insanely competitive there's tons of AI movie makers all using the same models with some thin layer of prompt direction or UX as the differentiation. totally saturated. 3) AI video courses I noticed that some of the biggest advertisers in this space are people selling "how to create your own AI movie" courses. There's something off about this, almost dropshippy. It suggests that there's more value in hyping the thing and selling courses about the thing, than there is in the thing. 4) this shit is really expensive All of those cool AI videos that you see using the latest video models, are expensive to make. A 60 second "mini episode" of a story built using my platform would cost $5 in raw inference. There's no business here, whatever margin you put on top of that can just get eaten by a competitor. And imagine if a user buys $100 of credits (of which $90 is passed through to your AI provider) then decides they hate the movie that was created, and asks for a refund or charges back. Enough of those in a month will bankrupt you. 5) just didn't feel right It's a fun little demo that got some laughs from my friends but ultimately it's contributing to the never ending pile of AI slop. Is that something I want to be part of? Not really.
成本、竞争判断和不发布决定均为作者自述,不能外推所有AI视频产品。

同一位作者随后把2026年的独立开发机会分成四类:长期存在的软件基础件、把专业服务Agent化、把前沿能力短期包装给非AI用户,以及技术、市场和监管都难的事情。他明确说能力套利的知识差会迅速缩小;这让“会调用最新模型”更像窗口,而不是长期壁垒。

@yongfook2026-10-05♥169👁10.7K↗ 打开X
How to make money as an indiehacker in 2026 and beyond? the opportunities seem to be shrinking fast. I've been thinking about this a lot lately. AI is eating whole categories of the SaaS industry. What would I work on if I was starting from scratch? Here are some random thoughts. 1) Software primitives Some of the basics aren't going away. Humans use them to get a job done, or humans use AI to interact with the tool. The AI needs the tool and can't natively do what the tool does. Newsletter managers/deliverers, form builders, analytics software. If the category has existed for 20 years, it will continue to exist. The question here is can you get traction for a product in an extremely saturated space. Maybe there are opportunities in niches. 2) Automate your specialized service This is probably the best time ever to productize a specialized service. Take a domain / service you're an expert in, which previously would require unscalable 1-to-1 attention with a client, and agentify it with proprietary data/skill.md etc. 3) AI value arbitrage There is a short term opportunity in taking things we see at the cutting edge of the X bubble, and packaging it for the non-AI-pilled. Opus 5.5 motion videos would be a recent example. We all know this is possible with AI now, but maybe there's a vehicle to package this for normies in a way that blows their minds and creates value for them. This relies on there being a knowledge gap though, which will shrink fast. 4) Just Do Hard Things (TM) Do things that are genuinely hard, that you would never be able to build before. Build things that previously only a VC-funded company would be able to do, with hurdles from all angles not just tech, but also go to market, regulatory, etc. Doesn't guarantee success but it at least keeps competition away. 5) make a social media scheduling tool just kidding about that last one.
这是作者的机会清单,不是市场规模预测。

Reddit上的两个小产品把“难”落到模型之外:TableSwish花14个月反复改实体结构、准备制造;Pullfolio要清洗约7.5万张卡牌的价格,并发现收藏者更在意翻页和卡槽的真实感,而不是图表。它们都没有证明商业成功,却说明当代码供应过剩时,制造、脏数据和用户品味仍然慢。

A little over a year ago I had the idea for a basketball game that could be played on a normal folding table, something with the social/competitive feel of beer pong, but where actually making the shot is much more controllable and skill based. After a ton of …
热评 2 条
▲410 staydrippy: It took you 14 months to make beer pong with hoops instead of cups?
▲79 tripmine: It's not AI-made SaaS. Have an upvote.
作者正在制造前验证阶段;高互动不等于购买意愿。
I collect Pokémon cards and kept tracking my binders in spreadsheets, so I built the app I wanted. What it does: \- Pick any set and get a binder with a pocket for every card. Mark what you own and the gaps close. \- Today's Near Mint market price on every …
卡牌数量、定价和功能均为作者自述,本期没有收入或留存数据。
💡 验证AI产品时先写三张表:单次交付的真实推理与退款成本、竞争者一周内可复制的部分、必须靠行业数据或线下执行才能完成的部分。只剩模型调用的价值,通常也是最先被压价的价值。
2

Agent工作流开始补上复盘、约束和无模型重放

昨日回声

回看2026-10-04:Agent不缺“记忆”概念,缺的是可审计的文档和更窄的错误空间

昨天讨论的是可审计上下文,今天反馈环继续向前一步。Matt Pocock把/retro加入技能的主流程:即使一次会话已经成功,也让Agent回看过程,找出它绕过了什么、在哪里浪费时间,以及哪些仓库摩擦值得修。复盘不再只服务失败事故,而开始成为成功交付后的默认步骤。

@mattpocockuk2026-10-05♥105👁6.5K↗ 打开X
I've added /retro into the "Main Flow" of my skills - I consider it that important. Even running it on a 'successful' agent session can turn up inefficiencies and workarounds the agent is battling against. https://t.co/PybM9PXjBL https://t.co/AlfaeT9T0l

swyx给模型生成的skill提出相似要求:每次生成后都跑一次review或cutter。两人的共同点不是某条斜杠命令,而是把Agent产物当成需要删减、验证和迭代的工程对象。

@swyx2026-10-03♥0↗ 打开X
RT @swyx: @BHolmesDev @aiDotEngineer 1000% always run some kind of skill review/cutter after every model-created skill https://t.co/MbfK4dy…
这是转推中的工作流建议,不是对照实验。

GitHub新星榜也出现两块配套拼图。pstack-claude首日增加232星,把一套有主见的Agent工作流移植到Claude Code、Codex、Pi等harness;tester-army/e2e首日增加345星,用自然语言驱动应用、再用定位器和断言验收,并记录动作,在应用未变化时无模型重放。前者收窄过程,后者把可重复部分从模型调用里拿出来。

michael-denyer/pstack-claude+232/日 · 共1.3K★ · 18%/日 · 🆕首次上榜JavaScript
Claude Code, Codex, Pi, OpenCode, Gemini, and Prime Agent versions of Poteto's pstack. Rigorous agent workflows with Cursor primitives translated for other harnesses.
星数为当日GitHub趋势快照,不代表采用率或长期质量。
tester-army/e2e+345/日 · 共3.7K★ · 9%/日 · 🆕首次上榜TypeScript
Next generation e2e testing framework for web and mobile apps.
无模型重放来自仓库README描述,本期未独立运行验证。
💡 给Agent流程加三道收尾:回看会话找摩擦、把稳定约束写回仓库、把可重复动作固化成测试或重放。一次成功只能证明这次过关,沉淀后的反馈环才会让下次更便宜。
3

200局还没结束,连续学习曲线已经先升后降

昨日回声

回看2026-10-04:持续学习先过200局棋:Opus上升,Astra反而暴露上下文退化

昨天Peter Gostev的国际象棋实验显示Opus 5.5约从1500升到1750 Elo,今天的新进度给这条上升曲线踩了刹车。作者称模型大约从第75局持续改善到第160局,之后表现有所下降;他准备在重置后继续,并分析模型究竟如何学习。

@petergostev2026-10-05♥43👁2.1K↗ 打开X
Continuous Learning benchmark - Opus 5.5 had a good run of improving performance from game 75 until c. game 160. But then performance declined somewhat. I might continue more after the reset & do the analysis of how they approached learning Watch here: https://t.co/KTHfxlvsSL https://t.co/lDZVfTElYa
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 … ↗
局数、阶段变化和后续计划均来自作者自建实验;完整分析尚未发布。

这个更新比再报一个峰值更重要:能在一段时间内提高,不等于经验会稳定累积。记忆膨胀、策略漂移、对手分布或上下文管理都可能改变后半程,但当前材料还不能区分原因。所谓连续学习,至少要同时看爬升速度、峰值、回撤和重置后的复现。

💡 评测长期Agent不要只截取最好的一局。画出完整时间序列,标出上下文长度、记忆写入、环境变化与重置点,再检查提升能否在新一轮复现。
4

“消费硬件跑大模型”开始变成整套硬件工程

本地模型

HN头条展示Qwen3.8-Flash-Next 125B在RTX 4090机器上的本地运行。提交者自报配置为4090、128GB DDR5和Ryzen 7950X3D,得到约124 tokens/s;帖子拿到805分和355条评论。标题写100T/s,但评论里的明确口径是tokens per second,本期按后者理解。

热评 · snehesht
I tried it and it worked surprisingly well. On my machine (Nvidia 4090, 128GB DDR5, Ryzen 7950x3d) I'm getting 124 tokens per sec, thought to share it here. https://huggingface.co/Qwen/Qwen3.8-Flash-Next
速度来自提交者单机自测,缺少量化、上下文长度、预填充和质量细节,不能直接横比其他结果。

LocalLLaMA的另一位作者把“本地”推到20台DGX Spark,此前还搭过16张3090和100Gb网络;他称真正的第一个瓶颈是家里同时开烤箱时保险丝跳闸。帖子获得794分和439条评论,但这是极端个人配置,不是消费级成本建议。

​ From the first LLaMA 33B I knew I wanted that magic-like intelligence locally, mine, so nobody could take it away when I needed it. I bought a 3090 for my home PC. Then LLaMA 65B appeared and I was dazzled, it looked like it had all the knowledge in …
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.*
▲924 Greedy-Lynx-9706: where does your money tree grow?
硬件规模、用途和性能均为作者自述;帖子没有给出完整购置与电力成本。

更偏底层的实验则拿二手矿卡FPGA实现Qwen3.5 9B/27B INT4。作者称单块约280美元的FK33在75MHz下跑9B约2 tok/s,后续转向双FPGA板优化预填充与生成。它的价值不在当前速度领先,而在模型架构、内存带宽、板卡互连和编译工具开始一起被设计。

I've been wanting to test out LLM inference on FPGAs for a while now, but didn't have a big reason too since there were no frontier class models at 9B-27B scale (3.6 27B was great still but it didn't motivate me enough). When 3.8 was released I was pretty …
频率、价格和吞吐为作者原型数据,尚不能视为成熟方案。
💡 比较本地模型方案时别只抄tokens/s:同时记录模型与量化、首token、长上下文预填充、内存占用、功耗、噪音和整机成本。真正可用的是一套系统,不是一块显卡。
5

自动化守门人做了决定,用户却找不到真正的申诉人

平台治理

一位自称小型游戏开发者的ChatGPT用户称,自己因“cyber abuse”被封禁,提交说明后不到一分钟收到申诉维持原判和不再回复的消息。他猜测普通的游戏开发问题被误判,但平台没有告诉他具体是哪段内容触发规则。本期无法核验账号、项目或审核过程,能确认的只是这份用户报告暴露了“有结论、无可检查理由”的体验。

I'm a small game developer and I've been paying for the $100/month plan. Today my account got banned for "cyber abuse" with no warning and no explanation of what I supposedly did. All I was using it for was my own projects: \- A geography guessing game …
封禁原因、申诉时长与项目用途均为发帖者单方陈述。

Claude Code社区的另一篇高互动帖子则从模型侧抱怨同一种权力感:作者列出“我会在这里阻止你”“先去睡觉”等措辞,认为助手正在管理用户。最高赞评论反问作者到底在让Claude做什么,提醒这些截句缺少任务上下文。两篇不是同一故障,也不能互相验证;共同问题是,当系统拒绝、劝阻或处罚时,用户需要知道触发了什么、能否修正、由谁复核。

**Dear Anthropic,** Claude is not my conscience. Claude is not my boss. Claude is not my OPSEC advisor, my human resources manager, or the bad-word police. Claude is a tool. And tools should not be condescending, suspicious, sanctimonious, or patronizing. > …
热评 2 条
▲432 ssn-669: Real question from someone who has never got those nannying "go to bed" etc messages, seriously what are you doing lol
▲97 MythicModder: I don't know what you're making it do but I think I feel sorry for your Claude lol.
引文由发帖者整理,缺少完整会话上下文;评论区对此也有明显质疑。
💡 给面向用户的Agent守门机制保留三样东西:具体但不泄露攻击面的理由码、可复现的相关日志,以及真正能升级到人工的申诉路径。拒绝可以自动化,问责不能只剩模板。
6

Agent会写得更快之后,语言的“啰嗦税”开始重新定价

编程

DHH让前沿Agent分别实现并优化Campfire的Elixir、Go和Rust版本,随后又补了Laravel与Django。他说目标不是宣布赢家,而是观察Agent在不同环境里“开箱即用”的表现;目前公开推文给了代码量和速度判断,却没有一份足以独立复现的完整比较表。

@dhh2026-10-04♥1.6K👁365.9K↗ 打开X
I've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? https://t.co/MM4yFETaI3 https://t.co/O4ZF7jAuV7
实验范围与结论来自作者,缺少统一基准、缺陷率和维护成本数据。
@dhh2026-10-04♥399👁98.3K↗ 打开X
The agents finished porting Campfire to Laravel and Django too. I'm sure there are optimizations that could be found there too, but the whole point is to get a sense of how frontier agents do with different environments out the box. https://t.co/MM4yFETaI3 https://t.co/GotUlYNeMP

他的核心主张很挑衅:Rust版本代码量超过Rails的10倍,在人类程序员昂贵时这是大成本;如果人不再亲自写甚至不再逐行读,计算方式就变了。他进一步推断,Agent开箱写不好的语言未来会吃亏。这里真正被重新定价的不是语法美丑,而是生成成本、验证成本和长期维护成本之间的权重。

@dhh2026-10-04♥372👁39.5K↗ 打开X
But of course faster languages without any framework overhead are also vastly more verbose! Rust is more than 10x the LOC of the Rails version (and 100x as ugly). That mattered greatly when expensive human programmers had to write the code. Now the math is different! https://t.co/L9yVyfthjj
引用@dhhI've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? … ↗
“超过10倍LOC”与价值判断为作者自报;LOC不等同于复杂度或维护成本。
@dhh2026-10-04♥346👁82.5K↗ 打开X
If your answer here is "frontier agents aren't good at writing Elixir or Go", then it only makes the argument worse. Any programming language that agents can't write well out of the box is going to have a hard time in the future.
引用@dhhI've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? … ↗
💡 做语言或框架选型时,把Agent加入真实维护任务:测交付时间、测试通过率、缺陷修复、上下文消耗和人类审查时间。生成得快只改写了成本函数的一项,不会自动抹掉其余项。

⚡快速扫过

一句话+原文,扫完即可。
Tibo Maker把竞品广告库当作已付费的实验记录:筛选持续投放30或60天的素材,再重做角度而非盲猜钩子;这是方法主张,不是转化证明。
@tibo_maker2026-10-05♥8👁901↗ 打开X
I figured out the easiest way to create viral AI ads the best strategy is to find what's already working in your competitors' ads and remake it for yourself 1. search your competitor's name across the Meta, TikTok, Google and LinkedIn ad libraries, all from one place inside Revid 2. filter for … 全文↗
T Dinh称Cursor云端Agent在配好完整开发环境后,会给PR自动补截图或视频并承担QA;效果来自单个重度用户体验。
@tdinh_me2026-10-05♥36👁3.5K↗ 打开X
I absolutely love @cursor_ai, the cloud agent is super helpful to do not only code review but also QA/testing. Need to spend a bit of time to set up the cloud environment with the full development stack but once it’s ready, all the PRs get free screenshots/video demo. So cool. … 全文↗
Shpigford称新项目第一周的销售全部来自X,并继续预测月底可能达到100万美元ARR;销售来源与预测都由作者自报。
@Shpigford2026-10-04♥246👁31.4K↗ 打开X
one week in and all sales done through twitter. unreal. https://t.co/lXU3pBMRlT
引用@Shpigfordgahhhh i can't wait to show you all this next week. based on current demand, i'm about 97% certain this thing will be at $1m ARR by end-of-month, especially after i flip the switch. absolute madness how fast it's already growing just via twitter DMs. … ↗
Adam Lyttle称一款一个多月没改产品或营销的应用已到600美元MRR并仍在增长,准备公开方法;目前只有收入截图式自报。
@adamlyttleapps2026-10-05♥191👁9.5K↗ 打开X
Now $600MRR and still growing This app is now on autopilot. I haven’t made any changes to the app itself or the marketing strategy in over a month And it’s replicable Making a video on exactly what I did Stay tuned 👀 https://t.co/BoTYlDxHdk
引用@adamlyttleappsJust reached $500 MRR In the middle of a week long digital detox. But just had to share the latest update 🎉 https://t.co/lkoJpEEnP2 ↗
Screen Studio为鼠标悬停效果做动态平滑校正,专门解决录屏画面与光标位置不同步;小细节继续构成专用工具的壁垒。
@pie6k2026-10-04♥139👁7.4K↗ 打开X
Screen Studio mouse hover effect desync finally solved! It checks which mouse movements cause hover effects (e.g., changing the label background). Then, it dynamically adjusts mouse movement smoothness to make sure the mouse position matches the footage during those moments. … 全文↗
T_Zahil用Claude临时生成多人推理游戏、角色和线索,朋友直接用手机加入;这是一次聚会体验样本,不是产品验证。
@T_Zahil2026-10-04♥36👁2.4K↗ 打开X
Yesterday we had friends over, and we had a crazy idea We asked Claude to create a murder party for us 😂 It built the whole game with characters, backstories and clues, and I just had to share the link everyone opened it on their phone and discover their secret role The quality was amazing, and … 全文↗
macOS 27关闭Apple Intelligence后如何回收磁盘空间冲到HN 574分;最高赞评论首先反对curl管道直接执行脚本。
热评 · arialdomartini
Stop the curl | bash insanity. https://nocurlbash.com/#en
Google数据中心水电用量因不当涂黑而泄露,讨论焦点既有资源透明度,也有规模是否被夸大的争论。
热评 · api
It… doesn’t look that bad. Electricity use is sizable. Water which usually gets all this screaming is, well, look up how much a golf course or a large hotel uses.
“为什么开发者不直接用平台能力”在HN拿到301分和316条评论;原生API的可发现性与一致性仍是框架之外的产品问题。
热评 · nonethewiser
An aside: This name an logo are incredible. https://bevacqua.github.io/dragula/
一个浏览器原生VB6风格IDE拿到240分,且评论确认可直接运行应用;怀旧界面与零安装试玩形成了很短的体验闭环。
热评 · mkrishnan
Wow. very nice, it even runs the app
用SSH与Nginx自建HTTP隧道的文章获得140分;评论把“没有第三方中介”视为自托管定义的一部分。
热评 · aliasxneo
This is one of the core things I've been working towards with DNTLS [1]. I love the idea of tunnels, especially for sharing between private parties. The SaaS providers (Tailscale, Cloudflare, etc.) have done a good job making it really easy on their infra, but it really blurs the line of "self-hosted" to me. Ideally we end up with solutions like this that can be run entirely without an intermediary. [1]: https://dntls.substack.com/p/the-new-internet
Doom再次被移植进SQL,111分和14条评论的规模不大,但它仍是展示数据库能力边界的高压缩演示。
七个号称兼容Adobe工作流的Rust开源应用同时登上HN与Reddit;热评首先质疑其与原产品的实际差距,发布清单不能替代成熟度。
TableSwish在制造前主动问“什么会让你不买”,收到的最高赞反馈非常尖锐;实体产品也需要把好奇互动和真实购买意愿分开。
A little over a year ago I had the idea for a basketball game that could be played on a normal folding table, something with the social/competitive feel of beer pong, but where actually making the shot is much more controllable and skill based. After a ton of …
热评 2 条
▲410 staydrippy: It took you 14 months to make beer pong with hoops instead of cups?
▲79 tripmine: It's not AI-made SaaS. Have an upvote.
Pullfolio把价格异常值过滤和实体卡册手感放在同一个产品里:收藏者要的不是更多图表,而是更像真实收藏的操作模型。
I collect Pokémon cards and kept tracking my binders in spreadsheets, so I built the app I wanted. What it does: \- Pick any set and get a binder with a pocket for every card. Mark what you own and the gaps close. \- Today's Near Mint market price on every …
一位数据工程师自称反向工程TikTok移动API并收集56亿条视频;高赞评论提醒签名算法会频繁变化,买源码等于买维护任务。
Hey everyone. I'm a data engineer and I've spent the past 8 years reverse engineering TikTok's mobile app. Over that time, I've learned how to pull TikTok data at pretty ridiculous scale. Profiles, videos, comments, sounds, search results, follower graphs, …
热评 2 条
▲12 francksiduo: the real value in a dataset that size isn't the raw volume, it's being able to see exactly where a video crosses from flat to viral and work backwards to what changed right before that point. I built something that analyzes creator accounts for this (viewlify), and across niches almost all of the drop-off happens in the first 1.5 seconds, completion barely moves once someone's past that window. with 5.6B videos you c …
▲10 daniel933912: the guide is the part that rots. x-gorgon and x-ladon rotate every few app releases, so whoever buys the source is basically buying a maintenance job.
Claude存储位置图汇总21份官方材料,并提醒10月6日起Pro/Max新会话默认只走云端、旧本地任务保留;具体范围仍应以平台设置为准。
Lots of changes over the last few months. Hard to keep track of. Here are all 21 Anthropic help articles, doc pages and release notes on the migration combined in one visualization. Next milestone is October 6th. If you haven't seen it already, all new …
一位不会编程的用户把Claude、Muse、Walmart购物和厨房平板串成两周备餐流,付款仍由人确认;评论指出它替代的是计划工作,不是HelloFresh的分装物流。
Disclaimer that I don't know how to code, and this is my first project of this sort. But it seems that the barrier to entry is so low now that even I can make something functional. I now use a system with Claude and Muse to handle my meal planning, grocery …
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 100 comments.** Alright, let's get this sorted. The thread is pretty split. While everyone thinks your personal automation project is cool, the hivemind has reached a verdict: **this is absolutely not a "HelloFresh killer."** The top comments all point out that HelloFresh's main value is logistics—sending pre-portioned ingredients to your door—which your system …
▲174 JazzFestFreak: *"Any improvements to suggest?"*..... POST THE GITHUB LINK

📰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 · Danox
RIP…
热评 · owlninja
> Sometimes new design phenomena slip past even those of us who are most in tune with the happenings of the built environment. I went to Wayfair and searched ceiling fans and holy moly this space has changed! I thought to myself, "I don't see these when walking through my local bigbox hardware store?" So I went to Lowe's website and fandeliers are an entire category now.
热评 · abnry
How often does this sort of thing happen? I'm guessing more than we think, either because we forget the news stories we read or because it isn't reported.
热评 · AndrewKemendo
I’ve been constantly telling everyone I know about this since the patriot act was signed and basically 100% of people don’t care in my experience They just want to be able to connect their phone and have their music/video available and think that because they are “not doing anything wrong” they don’t “have anything to fear” I’m glad this site exists so I can just send it to people directly
汽车数据采集可视化,提醒车载系统已是持续联网终端。
热评 · jrflo
A question for someone who knows more about F1: Is this firmware shared by all cars? Or some local server at the track the cars connect to? Why is F1 able to control individual cars like this? The article is very light on details as to what exactly is going on...
▲140The Tao of Backup50评论 · HN↗
热评 · ahazred8ta
For reference: a comprehensive backup + security plan for individuals https://nau.github.io/triplesec/
▲137Infidel goes wild21评论 · HN↗
热评 · jdw64
I want to write technically interesting posts like this too, but I don't know how. My writing is mostly just tracking various internet posts to trace history. How do you create interesting posts based on personal experience like this?
▲121Bill Draper has died38评论 · HN↗
一次40毫秒Go GC停顿最终追到swap,适合读完整排障链。
Red Hat文章称Jev类决策模型未胜过LLM裁判或传统分类器,需看具体数据集与成本。
🚀 Show HN(独立发布,共3个)
热评 · brightbeige
For those who like long form journalism and want to know more about watch collecting and Glasshütte: https://www.newyorker.com/magazine/2017/03/20/confessions-of...
按GitHub、NPM、PyPI和CRAN每日排行的数据可视化目录。

👽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
Hi everyone 👋 A year ago I built a 3D tattoo placement app where user can place a tattoo design on a 3D model a move it around, see how it looks from different angle. Recently I've been playing around with various image to 3D model and added a new feature …
热评 2 条
▲20 MattSenter: hey i was going to try it but it doorslammed me with "create an account"
▲3 Steven_Strange_1998: which model are you using?
3D纹身预览被登录墙打断,首条反馈直接指向试用摩擦。
Hello everyone. This is actually my first post on Reddit, so here goes. Back in July, my daughter came to me because she was tired of doomscrolling. She asked me if I'd ever heard of "side quests." I hadn't. She explained the idea and asked if I could build …
I've had so much fun making this over the last few weeks. As a massive geography nerd, I really enjoy the concept: you're given eight random countries and have to put them into categories (military, economy, population, etc.). How high they score in each …
I feel like I keep seeing people talk about huge side projects that took months to build, and honestly that makes starting feel more intimidating than motivating 😬 I’m curious about the opposite: what’s the smallest side project you’ve built and actually …
r/SaaS
A few days ago I posted here after making $492 in a day. Yesterday I hit **$927 in sales in a single day**. A lot of people asked me how I'm doing the outreach, so here's the scale behind it: I currently have **150+ domains and 450+ mailboxes**. Each mailbox …
热评 2 条
▲74 oleksii-s: So you are basically a spammer?
▲36 CutMysterious9844: Lmao, is this a pyramid scheme? Highly likely indirect advertising his own SAAS, mentioning this email spamming "marketing" app.
作者自报单日927美元销售与每日1.35万封冷邮件容量,评论质疑其为垃圾邮件。
https://preview.redd.it/phwgetp2rgth1.png?width=578&format=png&auto=webp&s=632d48bcabd19543246e8d6112e33648603b0bc6 Someone spent a few minutes trying to break the AI agent on my landing page tonight (screenshots attached). And this was not the first time it …
面向用户的Agent应限制范围、预算与输入洪泛,但提示词不是完整安全边界。
▲12Self-fulfilling prophecyr/SaaS · 12评论
Hey folks, I’m a small SaaS founder. We’ve been running this product for ten years and it’s been moderately successful, enough to provide one income for our family. Lately, though, I’ve been wrestling with this nagging feeling. I keep seeing AI tools creeping …
经营十年的SaaS在AI不确定性下纠结继续投入还是收割现金流。
Hey guys, I'm a young developer from Georgia (the country, not the US). I've been working on a website called Litero. It's for students preparing for our national university entrance exams in 2027. Georgia is a pretty small country, around 3–4 million people, …
Has anyone here actually had success marketing a B2B SaaS on LinkedIn? I’m trying to figure out how much of the growth comes from **content vs. outreach**. For those who have gotten customers from LinkedIn: * Were you mainly posting useful/educational …
r/LocalLLaMA
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.*
I'm using Qwen3.8-Flash-Next running on my Mac Studio as a daily driver for coding + productivity tasks, and yesterday it did something weird: I had it do some product research on amazon, so it was doing a lot …
Qwen生成阿里云签名URL的个案,尚无法区分记忆复现、幻觉或真实请求链。
▲169Local text to speech with Breeze is truly incredibleI Built A Thingr/LocalLLaMA · 66评论 · 链接↗
Been playing around with local TTS with Breeze combined with STT, and the results are amazing. Using Opus 5.5, I can hear the first sound after 500ms if there is no thinking involved, and with thinking on low mode, can be 1-1.5s. I'm using a BLE remote (the …
Looks like new open model coming soon and will be "strong" hopefully something under 200b for us memory poor. Also seeing statements about more western open models coming. Hope we get some good competition again on the open front! Here is original artical but …
r/ClaudeAI
▲645Claude just saved my ass from a gas leak!Praiser/ClaudeAI · 183评论
PG&E came by and confirmed it was a minor gas leak in our heater. They’re fixing it up right now.
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 100 comments.** **The consensus is that Claude is a hero and OP made a smart move.** The "you should have known" crowd got downvoted to oblivion, with many users pointing out that gas leaks can smell like all sorts of weird stuff (dead mouse, weeds, dog food) and not just the classic "rotten eggs" smell you get from a stove. Basically, the thread agrees on a few …
▲346 x0rg_new: Based Claude. He didn't forget Tigger.
▲296Tip: How to automate "Hi Haiku" daily early morning:redditgold: Workaroundr/ClaudeAI · 42评论 · 链接↗
I guess many of you did it manually or setup alarm to wake up say hi and goes sleep. Heres some trick. You can just schedule it
I scored 50%. Completely free to play, no tracking or anything. I built this using Claude Code (combination of Opus 5.5 and Fable 5.1) over about a day and a half. Had a lot of fun pushing the style towards a somewhat PS1 inspired look, with some modern …
▲167Opus 5.5 can translate pretty much any retro game in about 4 hours.Built with Clauder/ClaudeAI · 23评论
Pics related are a couple of GBC games I had Opus 5.5 translate. Each used about 7% of my weekly limit on the $100 plan. They're both very playable and the scripts read much better than I'd have expected. I've now done this about 5 different times and the …
r/OpenAI
热评 2 条
▲158 Aceofluckz0r: Reading the network packets means pulling the key out of the running client's memory. Warden exists pretty much to catch that sort of stuff so the method is useless. The article doesn't mention how many tokens it used either but can't be very efficient I'd imagine. AI will make better bots in general though and speed up the process. AI can also help scan and guard against bots better too though. It's all a matter of …
▲30 wilhelmbw: bots do this since like the beginning of time
I've used agents to help me recreate 7 of the top Adobe apps in 100% pure native Rust: * Photoshop * Illustrator * Premiere * Lightroom * Acrobat Pro * After Effects * InDesign Links to everything - the apps, the code - are in the comments below.
热评 2 条
▲113 ralphyb0b: Appreciate the effort, but there is no way these are even close to competitive with the original apps.
▲99 ai_art_is_art: Here are each of the apps on Github: https://github.com/storytold/photocraft (Photoshop) https://github.com/storytold/vectorcraft (Illustrator) https://github.com/storytold/filmcraft (Premiere) https://github.com/storytold/lightcraft (Lightroom) [h …
▲145Good lordArticler/OpenAI · 111评论 · 链接↗
r/ClaudeCode
▲438Claude Code when you ask it to push to mainHumorr/ClaudeCode · 38评论 · 链接↗
热评 2 条
▲74 email_ferret: Lol, I love the Internet some days. Also branch protection is your friend.
▲48 meatgrinder: I can't help but feel this was made *without* AI.
▲351Opus 5.5 and GPT-6.1 fills my brain context too quickly.Discussionr/ClaudeCode · 52评论
It's different now. Before, with a human team, we get to "digest" things after office, then have bright ideas the day after. Then with early Codex and Claude Code, we became solo, but still had to somewhat "guide" it so it doesn't produce utter slop, and that …
新模型输出速度超过人的消化速度,认知容量开始成为吞吐上限。
“成功自动化了把事情复杂化”的社区自嘲,适合作为工具膨胀反指标。
even anthropic markets opus5.5 as Fable 5.1 but at 60% cost.
▲85Redeem up to 250$ Claude Cloud credits!Tips & Workflowsr/ClaudeCode · 37评论 · 链接↗
For people that missed - Claude gives 250$ of credits for Claude Code Cloud Redeem by 8 of october! https://claude.ai/code/claim-credit/10
r/artificial
▲151The top 50 AI researchers by citationsDiscussionr/artificial · 38评论 · 链接↗
How many on the list did you know? Obviously one paper like Attention is All You Need (278k citations) can influence a lot - all the authors are on the list. But still interesting imo. More context: …
热评 2 条
▲21 justavg1: Cited 12 of them, met two. Heard lectures from two others in person and 8 virtually. UoT represent.
▲16 MindlessPapaya8463: uuh one of them was my prof at university, i did not know that he was such distinguished scientist
热评 2 条
▲8 HayStacky_337: Meta-surfacing is cheating.
▲1 catsRfriends: That's how they run Diablo item farms too. Headless.
For many British novelists, the threat from artificial intelligence reaches beyond the manuscript on their desk. It also touches the freelance assignments that pay their bills, their ownership of published work, and their connection with readers. A University …
▲21Plagiarism checker= GeniusPrivacyr/artificial · 13评论
Whoever invented the AI plagiarism checker is a genius. Why wait for papers to be published online when you can get people to upload college essays and other publications in an effort to detect AI usage. The models must be getting a lot of data from colleges …
I think this chase them for so long, I can't trust Gemini models outside quick web searches

🔎值得深挖

  • Agent会话复盘这个方向值得研究:比较/retro建议、实际提交到仓库的文档或约束,以及之后十次任务的重复错误率,判断复盘是在产出洞察还是制造更多文字。
  • 本地推理的整机经济学值得研究:把4090加系统内存、DGX Spark集群和二手FPGA放到同一张表,统一测首token、长上下文预填充、每瓦吞吐、噪音和维护时间。
  • AI视频胶水的退款风险值得研究:拆开生成成本、失败重试、人工挑选、信用卡拒付和渠道获客,看看表面毛利在真实交付后还剩多少。

📖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
Sam Altman@samaAI6.3M粉 · 1条警告不要给AI模型附加宗教权威或放弃人的判断。
@sama2026-10-03♥26.4K👁5.5M↗ 打开X
I am very uncomfortable about people trying to ascribe religious force or a surrender of human judgment to AI models, and think it is a real safety issue.
Tibo@thsottiauxAI790.5K粉 · 3条承诺Codex接下来聚焦简化、效率、突破性功能与新模型,并继续征集缺失功能。
@thsottiaux2026-10-04♥13.5K👁1.4M↗ 打开X
All right, we’re locking in. Only things being worked on are simplifications, more efficiency for more usage, groundbreaking features or new models. Sometimes you have to invest ahead of the curve, but feedback is clear that you all want things to get simpler. On it.
Codex负责人称近期只做简化、效率、突破功能或新模型。
@thsottiaux2026-10-03♥3.4K👁589.5K↗ 打开X
If we were to add one more sidebar, what should be in it
@thsottiaux2026-10-03♥2.3K👁260.7K↗ 打开X
What’s one thing that’s missing in codex that you wish we had?
Matt Pocock@mattpocockukAI363.4K粉 · 4条把/retro放进技能主流程,继续主张用抽象和严格规则收窄Agent决策空间。
@mattpocockuk2026-10-05♥105👁6.5K↗ 打开X
I've added /retro into the "Main Flow" of my skills - I consider it that important. Even running it on a 'successful' agent session can turn up inefficiencies and workarounds the agent is battling against. https://t.co/PybM9PXjBL https://t.co/AlfaeT9T0l
把/retro加入主流程,成功会话也要找低效和绕路。
@mattpocockuk2026-10-04♥2.5K👁143.9K↗ 打开X
By popular demand, I'm shipping v1.3 of my skills today. Too much hype behind /retro not to ship it. Enjoy going back through your old transcripts and figuring out improvements. Docs, video, and announcement post coming Monday. https://t.co/ItW5zc7fym
发布skills v1.3并加入/retro,完整文档与视频尚待后续。
@mattpocockuk2026-10-03♥547👁66.8K↗ 打开X
In a phrase, "make bad code unrepresentable"
引用@mattpocockukMy hot take from chatting to @poteto is that we should use MORE abstractions in the AI age You can use them (combined with harsh lint rules) to reduce the design space available to the agent and constrain them only to good decisions. Combined with the fact … ↗
@mattpocockuk2026-10-03♥3.3K👁335.7K↗ 打开X
My hot take from chatting to @poteto is that we should use MORE abstractions in the AI age You can use them (combined with harsh lint rules) to reduce the design space available to the agent and constrain them only to good decisions. Combined with the fact that high-leverage abstractions let you do more with less code - so, more token efficient. Plus, unwinding the damage from a bad abstraction is much cheaper with agents. This runs counter to a lot of folks thinking that agents just want to read the raw code. They can, but they're not maximally efficient that way. Be braver! Design abstractions.
主张更多抽象加严格lint可以缩小Agent错误空间并节约token。
▸ 折叠3条(转推/噪音)
转推2026-10-05 RT @poteto: everything i know about managing agents i learned from the amazing programmers and computer scientists that came before constr…
噪音2026-10-05 Oh shit I just realised that grilling is where the meat and the metal interact
转推2026-10-04 RT @andrestaltz: Ok, `/retro` by @mattpocockuk is a game changer. Turns out my agents are bumping into all kinds of problems that went unde…
Simon Willison@simonwAI230.8K粉 · 2条追问Dots与普通ChatGPT的入口差异,也再次强调默认硬预算上限。
@simonw2026-10-03♥886👁108.1K↗ 打开X
Just published this post about how we’re going to need default hard budget caps on pretty much everything https://t.co/L6XEYpF4uZ
@simonw2026-10-03♥447👁80.4K↗ 打开X
Now that we've had a few days with it, how are people differentiating between Dot and regular ChatGPT? I'm having trouble deciding when I should prompt Dot vs using ChatGPT - my Dot seems to afford a single conversation, but I like controlling my context across multiple threads
▸ 折叠1条(转推/噪音)
转推2026-10-04 RT @biilmann: @simonw That was one of the components in our switch to credit based pricing at Netlify a year ago.
Peter Gostev@petergostevAI27.8K粉 · 5条继续跑连续学习棋局,更新Opus约在第160局后回撤,也比较Sol与Astra用量。
@petergostev2026-10-05♥43👁2.1K↗ 打开X
Continuous Learning benchmark - Opus 5.5 had a good run of improving performance from game 75 until c. game 160. But then performance declined somewhat. I might continue more after the reset & do the analysis of how they approached learning Watch here: https://t.co/KTHfxlvsSL https://t.co/lDZVfTElYa
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 … ↗
连续学习实验约在第75到160局改善,之后出现回撤。
@petergostev2026-10-04♥196👁4.8K↗ 打开X
AI just saved me $12,999.99. I wanted to buy this lens, so I asked my agent. It told me that I didn't have enough money, so I didn't buy it. https://t.co/1rkvkFfUkP
@petergostev2026-10-04♥279👁30.6K↗ 打开X
Codex limits feel fine now with GPT-6.1-Sol as the daily driver. With Astra, the limits were a disaster, but now I'm not close to killing the sub. As per Arena's real usage cost-per-task data, you should get 5x more out of GPT-6.1-Sol than Astra.
作者称Sol作为日常模型后额度压力明显低于Astra,并引用自建Arena成本数据。
@petergostev2026-10-04♥481👁32.1K↗ 打开X
This is actually super impressive from Opus - it went from ~1500 elo to ~1750 elo. One possible explanation for Astra's deterioration is the context window - it natively has 272k in Codex, so perhaps with more notes & files it just cracks. I will see if I can run a 1m context window, but probably GPT-6.1-Sol only. Watch here: https://t.co/7NyccxNgys
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 … ↗
@petergostev2026-10-03♥247👁13.0K↗ 打开X
Continuous Learning benchmark - now with GPT-6.1-Sol and Fable 5.1 added. Looks like Opus 5.5 actually found some way to increase Elo, so let's see if it can keep going up. Live games here: https://t.co/6QXRMNQi1I https://t.co/9LpbkRqm5D
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 … ↗
连续学习棋局加入Sol和Fable,早期观察Opus开始提升Elo。
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转推2026-10-04 RT @OriolVinyalsML: @petergostev Nice one. Been telling anyone I can this would be a good benchmark for ICL 👏
Vaibhav (VB) Srivastav@reach_vbAI61.1K粉 · 3条称Sol比Astra可获得约5倍使用量,并转发Codex连续28天改进计划。
@reach_vb2026-10-04♥289👁16.6K↗ 打开X
GPT 6.1 Sol is all you need! It’s my go to on both work as well personally work According to arena you should get ~5x more usage as compared to Astra
引用@petergostevCodex limits feel fine now with GPT-6.1-Sol as the daily driver. With Astra, the limits were a disaster, but now I'm not close to killing the sub. As per Arena's real usage cost-per-task data, you should get 5x more out of GPT-6.1-Sol than Astra. ↗
作者称Sol是工作与个人任务的默认模型,并引用约5倍用量判断。
@reach_vb2026-10-03♥246👁20.6K↗ 打开X
this is what I like about OpenAI too flat org w/ a huge bias for action, if you’re willing - just do what piques your interest
引用@nikitabierOne of the most compelling parts about working at an ElonCo was the agility to pivot to whatever the most important problem was. One day I said: I wasn’t hired to go after spam, but a tsunami is coming and I’m going to drop everything to focus on that. The … ↗
@reach_vb2026-10-03♥132👁10.9K↗ 打开X
“Eat at a local restaurant tonight. Get the cream sauce. Have a cold pint at 4 o’clock in a mostly empty bar. Go somewhere you’ve never been. Listen to someone you think may have nothing in common with you. Order the steak rare. Eat an oyster. Have a Negroni. Have two. Be open to a world where you may not understand or agree with the person next to you, but have a drink with them anyways. Eat slowly. Tip your server. Check in on your friends. Enjoy the ride.”
引用@ryolu_convergence to the mean when everyone looks at everyone else to decide what to make, we eventually stop making anything of our own. we copy what works. borrow the language, the aesthetic, the features. we call it learning from the market, following best … ↗
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噪音2026-10-04 down with fever the last two days but felt strong enough to go for a walk in the park nearby did not disappoint https://t.co/aFr6kMT2HV
转推2026-10-04 RT @thsottiaux: Over the next 28 days, each day we’ll either ship one thing that is a clear improvement and relevant for most codex/work us…
Ben Tossell@bentossellAI201.4K粉 · 3条主要记录旅行与会面,也判断早期OpenClaw里Opus更适合个人Agent。
@bentossell2026-10-04♥69👁5.3K↗ 打开X
last stop for me this trip to sit and think with @om like we used to although last time we did a bird shit on me stay curious https://t.co/A2ZyqGWN2Z
@bentossell2026-10-03♥63👁8.1K↗ 打开X
hotel bar staff laughing at 'ai tech bros' keeping my head way down
@bentossell2026-10-03♥52👁7.7K↗ 打开X
no personal agents use opus 5.5 (yet) opus was the goat with early openclaw
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转推2026-10-04 RT @jakozloski: The best part of being married is getting to say "let me check with my wife" about something you personally have absolutely…
Alex Volkov@altryneAI43.1K粉 · 2条以会场转发和轻量日常为主,另追问Anthropic宗教争议的来龙去脉。
@altryne2026-10-03♥18👁8.1K↗ 打开X
can someone catch me up on the whole anthropic/religion thing that's been going around? @grok or someone terminally online? I had a bit of a week didn't follow everything
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噪音2026-10-04 Are you touching grass today anon? Or tokenmaxxing?
转推2026-10-03 RT @thursdai_pod: FDA-certified... glasses?? Meta just made a genius play that no one is talking about. @altryne on why Ray-Ban Gen 3 gett…
转推2026-10-03 RT @NVIDIAAIInfra: Congratulations to @Cognition for being the first customer live on NVIDIA Vera Rubin NVL72, powered by @CoreWeave. Wit…
转推2026-10-03 RT @altryne: The best fun about coming to SF for a week is the people. Too many to name but I cannot believe how many excellent people I…
swyx@swyxAI197.4K粉 · 0条只转发一条建议:模型生成skill后应固定做review或cutter。
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转推2026-10-03 RT @swyx: @BHolmesDev @aiDotEngineer 1000% always run some kind of skill review/cutter after every model-created skill https://t.co/MbfK4dy…
clem 🤗@ClementDelangueAI717.4K粉 · 0条密集转发开放权重、强化学习harness与机器人内容,原创较少。
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转推2026-10-05 RT @CongWei1230: Thanks for sharing! We open-sourced code and models. 🤗Huggingface Paper: https://t.co/BrdK3sXeiy 💻 Code: https://t.co/S9o…
转推2026-10-04 RT @socialcapital: Microsoft CEO Satya Nadella wrote that a company renting an AI model “essentially pays for intelligence twice”: Once in…
转推2026-10-04 RT @AndrewCurran_: Axios is reporting that Reflection AI is about to release an extremely capable open weight model expected to compete wit…
转推2026-10-04 RT @akshay_pachaar: HuggingFace just closed a major gap in harness engineering! (the ultimate guide to multi-harness RL) the same open-we…
转推2026-10-04 RT @CoastalFuturist: How it feels to ask the Chinese ai models for help on something Claude won’t agree to https://t.co/TPYgiOlvnF
转推2026-10-04 RT @Thom_Wolf: new roommate just moved in. walks like he's had three drinks, says no to everything. still quite cute so I might bring him e…
转推2026-10-04 RT @pham_blnh: I just made the most expressive real-time motion harness for the Reachy Mini. It was created by: > synthesizing a massive m…
转推2026-10-03 RT @MilksandMatcha: all this just to get us to pay for your newsletter
转推2026-10-03 RT @Aleph__Alpha: Small bird, fast wings, Kolibri is here. 78B parameters. 3.46B active. Up to 1M tokens of context. Built in Europe. Now…
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 4条高互动长文讨论大公司如何保留创业式机动,其余多为生活玩笑。
@nikitabier2026-10-04♥2.4K👁134.4K↗ 打开X
Tried to start a congo line at a birthday party last night and no one joined, so it just looked like I was giving someone a massage
@nikitabier2026-10-03♥1.0K👁72.0K↗ 打开X
Not now babe, I’m monetizing my wiener https://t.co/896Y1xQqjh
@nikitabier2026-10-03♥21.3K👁804.1K↗ 打开X
One of the most compelling parts about working at an ElonCo was the agility to pivot to whatever the most important problem was. One day I said: I wasn’t hired to go after spam, but a tsunami is coming and I’m going to drop everything to focus on that. The org is so flat and agile that your title is basically meaningless. Anyone can sound the alarm about a problem and solve it themselves—or rally the team to join them. This is how startups work but it’s very hard to make it work in a larger company.
讨论大公司如何允许个人发现关键问题后跨职责快速响应。
@nikitabier2026-10-03♥902👁87.4K↗ 打开X
The Earth is our jacuzzi now. This is what Al Gore wanted to take from us. https://t.co/1YogtCyXDb
DHH@dhhindie913.7K粉 · 14条密集发布Campfire跨语言与框架实验,讨论Agent如何重写代码量和语言选择的成本函数。
@dhh2026-10-05♥434👁12.4K↗ 打开X
The unbridled enthusiasm will continue until moral improves.
@dhh2026-10-05♥115👁9.2K↗ 打开X
"[s/The future/AGI/g] is already here, it's just not evenly distributed" — William Gibson
@dhh2026-10-04♥1.7K👁56.7K↗ 打开X
"It is difficult to get a man to understand something, when his salary depends on his not understanding it" — Upton Sinclair I think this quote explains a lot of the coping that's going on, but I also think it's wrong! The failure to understand is what'll erase the paycheck.
@dhh2026-10-04♥2.2K👁75.5K↗ 打开X
Maybe this is sacrilege to some, but I think it's awesome. Microsoft Word and Excel running wonderfully through Microsoft 365 frameless web-apps on Omarchy. It'll be Install > Service > Microsoft 365 in the next version. https://t.co/Xz2YtOZbiE
Omarchy准备把Microsoft 365无边框Web应用纳入服务安装。
@dhh2026-10-04♥399👁98.3K↗ 打开X
The agents finished porting Campfire to Laravel and Django too. I'm sure there are optimizations that could be found there too, but the whole point is to get a sense of how frontier agents do with different environments out the box. https://t.co/MM4yFETaI3 https://t.co/GotUlYNeMP
Campfire实验再扩到Laravel与Django,目标是比较不同环境的开箱表现。
@dhh2026-10-04♥372👁39.5K↗ 打开X
But of course faster languages without any framework overhead are also vastly more verbose! Rust is more than 10x the LOC of the Rails version (and 100x as ugly). That mattered greatly when expensive human programmers had to write the code. Now the math is different! https://t.co/L9yVyfthjj
引用@dhhI've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? … ↗
称Rust版LOC超过Rails十倍,并认为Agent降低了代码生成的人力成本。
@dhh2026-10-04♥1.6K👁87.9K↗ 打开X
There are not many tech podcasts I'd rather listen to than spend a few hours talking to a frontier model about the latest developments in the car. Nearly as futuristic as having the vehicle drive itself!
@dhh2026-10-04♥706👁78.2K↗ 打开X
It's all fun and games when Rust moggs Ruby on performance, but show that frontier agents also write much faster Rust than Elixir or Go!? 😡🤬
@dhh2026-10-04♥346👁82.5K↗ 打开X
If your answer here is "frontier agents aren't good at writing Elixir or Go", then it only makes the argument worse. Any programming language that agents can't write well out of the box is going to have a hard time in the future.
引用@dhhI've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? … ↗
主张Agent开箱写不好的语言未来会处于劣势,仍属作者判断。
@dhh2026-10-04♥1.6K👁365.9K↗ 打开X
I've had agents implement and optimize the Campfire web app in Elixir, Go, and Rust. Yes, Ruby is the slowest. I didn't care about that when the pay-off was huge in terms of productivity and developer joy. But if you're no longer reading the code? https://t.co/MM4yFETaI3 https://t.co/O4ZF7jAuV7
让Agent实现并优化Campfire的Elixir、Go与Rust版本,重问语言选择。
@dhh2026-10-04♥6.5K👁457.7K↗ 打开X
Every developer needs an AI shed: An always-on machine running on their tailscale network where the majority of their herdr agents are running.
提出开发者需要一台常在线、通过Tailscale连接的Agent主机。
@dhh2026-10-04♥2.5K👁71.0K↗ 打开X
NYT does brainrot better that skibidi toilet these days: - Are Shirt Buttons Sexists? - Why Won't My Co-Workers Acknowledge My Birthday? - Will AI Make Your Brain Lazy? https://t.co/dD8pn8kQZY
@dhh2026-10-03♥5.0K👁170.1K↗ 打开X
If you're stuck at "AI is just another tool", you're making a category error. This is not "same computer, but better". It's far more akin to hiring a bunch of extremely intelligent and capable coworkers with whom you might occasionally disagree.
@dhh2026-10-03♥2.4K👁73.9K↗ 打开X
Grotesque. Denmark should step out of the ECHR until such a point that the articles are compatible with deporting criminals, denying citizenship to malignant individuals, and allowing the Danes full sovereignty to decide who is welcome and who is not in their country.
引用@jonatanpallesenArticle 8 of the European Convention on Human Rights says that you have a right to private and family life. This has over time drifted to mean that we can't deport foreign violent criminals. This is not what people had in mind when the Convention was written … ↗
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转推2026-10-04 RT @iamdothash: How do you manage it? You use Flux. Connect your phone and Omarchy. https://t.co/i1lrb4nMpR
@levelsio@levelsioindie968.7K粉 · 6条上线酒店直订链接,也大量讨论高技能人才迁移与巴西政治。
@levelsio2026-10-04♥1.1K👁66.0K↗ 打开X
Another one!
引用@PolymarketJUST IN: Britain’s second-richest billionaire David Reuben leaves the UK for tax-free Monaco, joining a growing exodus of ultra-wealthy residents. ↗
@levelsio2026-10-04♥1.1K👁99.9K↗ 打开X
🇧🇷 Flavio Bolsonaro (the son of Bolsonaro) is at the lead with 63% odds of winning the Brazilian presidential elections today Lula (the current president) is at just 37% Lula is left-wing and promises free money to the poor people and that's how he keeps winning Flavio Bolsonaro is right-wing, and the son of the previous president Bolsonaro who was jailed after allegedly organizing an attack by his supporters on government buildings in Brasilia on January 8, 2023, a literal copycat of the January 6, 2021 Capitol attack exactly 2 years and 2 days later but in Brazil! In the US, Trump got cleared of that, but in Brazil, Bolsonaro got jailed for 27 years because of that Brazil reminds me of South Korea where every new president tries to jail the previous president, it's a different type of politics Many Brazilians don't like either Lula or Bolsonaro by the way, realizing the system is so corrupt it doesn't really matter who you put in power, so they essentially protest vote for one to avoid the other, not liking either One interesting thing about Brazil more recently is how the Supreme Court judges are allegedly used by the ruling president to influence politics, censoring speech against the current government (again quite similar to what Biden was doing) Brazil's politics to me feel very heavily influenced by the US but with a 2 year delay because when US has elections in 2024, Brazil has them 2 years later in 2026. Their political swings have always followed the US ever since they started getting elections with just 2 exceptions in 2000 and 2004 (Bush in US vs Lula in BR) Knowing how accurate @Polymarket bets usually are (it predicted Trump winning in 2024 when the media said he'd lose) this will be very interesting. Funnily enough Lula has banned Polymarket and other prediction platforms in April this year, probably out of fear it'd influence the elections If Bolsonaro wins, many people predict the Supreme Court judges will try annull the election and declare it faulty, which will be another period of drama in Brazil!
@levelsio2026-10-04♥1.0K👁140.3K↗ 打开X
I don't know where I read it but someone said High skilled Westerners immigrating to another country for better living conditions, lower taxes, easier business regulation, special benefits, is still fringe and for early adopters now Kinda like digital nomading was fringe 10y ago but now mainstream But it's the next thing to go fully mainstream I think A few years ago my Dutch friends and family would never consider migrating out, now they're at least thinking about it, next they might do it This will keep happening until life at home improves
引用@levelsioJust a day later and now Javier Milei is offering full Argentinean citizenship with residence and passport for $350,000 Countries will keep plucking out the high skilled and wealthy from around the world for better conditions elsewhere Which is easier than … ↗
@levelsio2026-10-04♥2.0K👁380.7K↗ 打开X
Just a day later and now Javier Milei is offering full Argentinean citizenship with residence and passport for $350,000 Countries will keep plucking out the high skilled and wealthy from around the world for better conditions elsewhere Which is easier than ever especially in Europe This isn't new of course, this is what the US, Canada, South America and Australia did for centuries to attract people It's why there's Dutch dairy farmers all over the world because many got poached in 1950 after WW2 to migrate elsewhere (and often get free or cheap land to farm on)
引用@levelsioThis is great and another example of city states attracting all the skilled Europeans with better living, working and regulatory conditions! ↗
@levelsio2026-10-04♥173👁34.8K↗ 打开X
This is awesome so to help everyone I added direct booking links now to https://t.co/Q8UoUHN2cp Book directly on the hotel's site without any OTA Or if I have the hotel's email available I will show you that so you can email them directly and save money! https://t.co/I19A2d6Mdj
引用@salitribuleJe trouve un hotel chouette, 160 euros la nuit. Je trouve leur numéro et j'envoie un SMS: Bonjour ! Nous aimerions beaucoup séjourner dans votre hôtel demain soir pour une nuit. J’ai trouvé votre établissement sur Booking, où le tarif actuel est de 160 €, … ↗
@levelsio2026-10-03♥3.0K👁536.6K↗ 打开X
This is great and another example of city states attracting all the skilled Europeans with better living, working and regulatory conditions!
引用@suraj_sharma14Up to $5.5M to move your startup to Qatar. Just an MVP gets you in the door. The Startup Qatar Investment Program (backed by QDB) funds tech startups to launch or expand in Qatar. Two tracks: START: up to $1.1M if you have a proof of concept or MVP GROW: … ↗
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转推2026-10-03 RT @JadenJTW: The Death of Software. https://t.co/huFboeZVk9
Marc Lou@marclouindie405.3K粉 · 8条小书达到1万次下载,继续写健身观点,并公开批评Beehiiv涨价后准备流失。
@marclou2026-10-05♥88👁7.7K↗ 打开X
“You need to go to the gym to get jacked” is a lie. Looking lean is mostly diet. We already have muscles, just hidden by layers of fat. Of course you need to grow muscles to look jacked, but you don’t need to bench 100kg. Your body weight is already weight. Calisthenics will make you jacked, at home, for free, without going to the gym with a PT. And you need some form of cardio. Walking is great. Running, cycling, swimming are even better. It doesn’t have to be intense and, like calisthenics, it’s mostly free. My fitness journey started with calisthenics at home, and surfing for cardio. I upgraded with 15kg dumbbells, and only started going to the gym last year. Start with what’s convenient. Make it a habit. Upgrade from there.
引用@calebsloopIf 10+ yrs of gymnastics taught me anything, it’s that you need far less than you think to stay in good shape I didn’t touch a dumbbell until I was 21. In gymnastics, you only train with your bodyweight The times I’ve felt and looked my best, I just walked … ↗
@marclou2026-10-04♥456👁27.8K↗ 打开X
The gym
引用@ozemiiiiwhat is a good alternative for alcohol that makes you more social/low inhib but doesn’t make you feel like shit the next day ↗
@marclou2026-10-04♥198👁25.5K↗ 打开X
My little HYROX experiment made it to mainstream media 🤗 https://t.co/dfwfX8vs7O https://t.co/I4rAkEgJ56
@marclou2026-10-04♥462👁29.8K↗ 打开X
My little book reached 10,000 downloads 🎉 https://t.co/w0V0Qy2NsL
@marclou2026-10-04♥856👁119.8K↗ 打开X
yeah AI is nice, but have you tried going to the gym? https://t.co/NdBrh6M2Ga
@marclou2026-10-04♥93👁21.4K↗ 打开X
90% of minerals come from food, not water. Of course you need a clean diet of unprocessed food (nuts, vegetables, animal protein)
引用@ChrizBogota@marclou Yes but weak bones as you remove minerals... So check into that ↗
@marclou2026-10-03♥1.4K👁45.5K↗ 打开X
The gap between what you want and what you do is who you truly are.
@marclou2026-10-03♥479👁135.3K↗ 打开X
How to 12x your MRR in 1 minute: 1. Triple the pricing 2. Reduce usage by 50% 3. Add no extra value 4. Repeat next year @beehiiv keeps increasing its prices every year. As a customer, I feel ripped off. So I'm churning. What's the best alternative?
引用@marclouHow to 6x your MRR in 1 minute: 1. Triple the pricing 2. Reduce usage by 50% 3. Add no extra value I want to leave @beehiiv now. https://t.co/0jvCkfaRgY ↗
用客户视角批评Beehiiv涨价减量,并公开寻找替代品。
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转推2026-10-04 RT @marclou: My little book reached 10,000 downloads 🎉 https://t.co/w0V0Qy2NsL
转推2026-10-04 RT @trust_mrr: ACQUIRED ✅ 🎉 A mobile app just got acquired on TrustMRR. 💰 Sold for $20K 🤑 $3.0K revenue last 30 days 📈 0.6x multiple It…
转推2026-10-04 RT @marclou: Diet is how you get in shape, not working out. https://t.co/DQK0W4NcdH
Alex Finn@AlexFinnindie476.2K粉 · 2条继续推广多个常驻Agent,并建议用反向提问循环让Agent主动提出任务。
@AlexFinn2026-10-04♥887👁75.0K↗ 打开X
If you’re using Grok Bot, Dots, Muse, or Hermes, your agent is capable of WAY more than you think You’re probably only getting 1% power out of it The best strategy for getting way more done is the ‘reverse prompting loop’ Step 1: Give this reverse prompt: “Based on what you know about me and my work, what are 5 productive things you could do for me?” Step 2: Choose 1 of them Step 3: Do this over and over again until you have a ton of work done You’ll not only be ridiculously productive, you’ll also get tasks done you’ll never think your agent could do This becomes more powerful with the more data sources you have, especially the email connector I hate being in my email. Running this loop usually takes care of all my unread emails Try this out and let me know what you think!
用反向提问循环让常驻Agent主动列出可完成的工作。
@AlexFinn2026-10-04♥1.1K👁82.4K↗ 打开X
We are living in the greatest 30 day time period in technology history In the last month all of these have been released/are expected to be released: • Opus 5.5: greatest AI model ever • Meta Muse: The AI agent that will get a billion new people into AI agents • ChatGPT 6 Astra: First model that could be considered AGI • Grok 4.7: affordable version of Opus + Elon’s back • GPT 6.1 sol: Basically free intelligence • Sonnet 5.5 Dirt cheap intelligence you basically can't tell apart from Opus • ChatGPT Dot: Incredibly powerful AI agent that's capable of building out large scale applications The way you work 30 days from now will be dramatically different than the way you work today You will be significantly more productive with significantly less effort required Thank your God he/she decided you should be alive right now
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转推2026-10-03 RT @AlexFinn: Dot, Muse, Grok Bot, and Hermes are all EXCELLENT agents They all have their own strengths and weaknesses, so you need to kn…
Simon Høiberg@SimonHoibergindie163.6K粉 · 2条强烈抱怨OpenAI过载、拒绝和低质量输出同时消耗额度。
@SimonHoiberg2026-10-05♥5👁841↗ 打开X
This morning with OpenAI: 30% - "The AI service is temporarily overloaded. Please try again in a moment" 20% - "I can't honestly help you with [...task]" 40% - Super stupid and does sloppy work. 10% - Actual good work done. While limits leaking like crazy. Nerfed and rugpulled.
引用@SimonHoibergThis is getting completely out of hand. GPT-6-sol will outright refuse to do work over the slightest little details, completely unreasonably. First acting like a petty lawyer then giving me a small moral speech when I ask them to stop. I now added a switch … ↗
用户强烈抱怨OpenAI过载、拒绝和低质量输出并存。
@SimonHoiberg2026-10-04♥882👁61.9K↗ 打开X
If you're a founder and a dad, you should live in 🇨🇭 Switzerland. - Incredible nature - Super safe and clean - Low taxes - Non-EU - Great for business - Perfect for families The best place on earth for men to build real wealth (I'm not just talking about money). https://t.co/sQIp5mZAaa
Tony Dinh@tdinh_meindie204.0K粉 · 3条称Cursor云端Agent已能承担代码审查和QA,也感叹前沿模型很少再明显幻觉。
@tdinh_me2026-10-05♥48👁6.6K↗ 打开X
Wait, it's been a long time since I noticed any frontier model hallucinate. They really fixed the hallucination problem!
@tdinh_me2026-10-05♥36👁3.5K↗ 打开X
I absolutely love @cursor_ai, the cloud agent is super helpful to do not only code review but also QA/testing. Need to spend a bit of time to set up the cloud environment with the full development stack but once it’s ready, all the PRs get free screenshots/video demo. So cool. https://t.co/0XCiLxJgCN
Cursor云端Agent配好环境后可为PR做QA并生成截图或视频。
@tdinh_me2026-10-04♥824👁43.1K↗ 打开X
Dear @1Password please remove the 0.5s animation everytime I unlock 😂
引用@vimtorhey @1Password you should have 2 KPIs: - avg credentials per workspace - avg time to fill a password please just optimize for that it's starting to get crazy how often i have to reauthenticate, unlock, or reopen the app because it's stuck ↗
Jon Yongfook@yongfookindie173.0K粉 · 7条拆解AI视频胶水的成本与同质化,也系统列出AI时代的独立开发机会。
@yongfook2026-10-05♥22👁2.0K↗ 打开X
A broad trench dug around a medieval castle is the real moat.
@yongfook2026-10-05♥169👁10.7K↗ 打开X
How to make money as an indiehacker in 2026 and beyond? the opportunities seem to be shrinking fast. I've been thinking about this a lot lately. AI is eating whole categories of the SaaS industry. What would I work on if I was starting from scratch? Here are some random thoughts. 1) Software primitives Some of the basics aren't going away. Humans use them to get a job done, or humans use AI to interact with the tool. The AI needs the tool and can't natively do what the tool does. Newsletter managers/deliverers, form builders, analytics software. If the category has existed for 20 years, it will continue to exist. The question here is can you get traction for a product in an extremely saturated space. Maybe there are opportunities in niches. 2) Automate your specialized service This is probably the best time ever to productize a specialized service. Take a domain / service you're an expert in, which previously would require unscalable 1-to-1 attention with a client, and agentify it with proprietary data/skill.md etc. 3) AI value arbitrage There is a short term opportunity in taking things we see at the cutting edge of the X bubble, and packaging it for the non-AI-pilled. Opus 5.5 motion videos would be a recent example. We all know this is possible with AI now, but maybe there's a vehicle to package this for normies in a way that blows their minds and creates value for them. This relies on there being a knowledge gap though, which will shrink fast. 4) Just Do Hard Things (TM) Do things that are genuinely hard, that you would never be able to build before. Build things that previously only a VC-funded company would be able to do, with hurdles from all angles not just tech, but also go to market, regulatory, etc. Doesn't guarantee success but it at least keeps competition away. 5) make a social media scheduling tool just kidding about that last one.
把未来indie机会分成基础件、专家服务Agent化、短期能力套利和真正困难的事。
@yongfook2026-10-05♥121👁15.1K↗ 打开X
I built an AI slop machine over the weekend. I will never launch it, after seeing what I created. You put in a story prompt, and it generates a more structured story with stakes, cliffhangers, a beginning, middle, end. Splits it into episodes. Storyboards the whole thing, makes a cast, music, poster, voiceovers. Then generates the visuals (different styles available from anime to cinematic) and you can play the episode as a slideshow, or render it as a video. Uses all the latest models that you would expect. A few observations from this exercise: 1) it was trivial to build There's no moat here. This is just "AI glue", building an app that wraps several AI models. The moat is the GTM strategy, which leads me to... 2) this space is insanely competitive there's tons of AI movie makers all using the same models with some thin layer of prompt direction or UX as the differentiation. totally saturated. 3) AI video courses I noticed that some of the biggest advertisers in this space are people selling "how to create your own AI movie" courses. There's something off about this, almost dropshippy. It suggests that there's more value in hyping the thing and selling courses about the thing, than there is in the thing. 4) this shit is really expensive All of those cool AI videos that you see using the latest video models, are expensive to make. A 60 second "mini episode" of a story built using my platform would cost $5 in raw inference. There's no business here, whatever margin you put on top of that can just get eaten by a competitor. And imagine if a user buys $100 of credits (of which $90 is passed through to your AI provider) then decides they hate the movie that was created, and asks for a refund or charges back. Enough of those in a month will bankrupt you. 5) just didn't feel right It's a fun little demo that got some laughs from my friends but ultimately it's contributing to the never ending pile of AI slop. Is that something I want to be part of? Not really.
周末做完AI视频流水线后选择不发布,核心理由是无护城河、推理贵和内容价值低。
@yongfook2026-10-04♥88👁8.6K↗ 打开X
There’s a lot of doom and gloom on X but I’m still seeing the old ways work. Announce something people need, get payment commitment, validate and launch new product. AI makes this whole cycle faster than ever.
引用@Shpigfordone week in and all sales done through twitter. unreal. https://t.co/lXU3pBMRlT ↗
@yongfook2026-10-04♥116👁13.3K↗ 打开X
This was tongue in cheek but the fact that it triggered a lot of people means that folks are going through some shizz. I’m in the same boat. A lot to navigate. But you can’t control it. Just laugh and roll with the punches.
引用@yongfookIf you do not create an infinite generational wealth machine in the next 6 months you are ngmi. ↗
@yongfook2026-10-04♥339👁45.9K↗ 打开X
If you do not create an infinite generational wealth machine in the next 6 months you are ngmi.
@yongfook2026-10-03♥44👁7.1K↗ 打开X
It’s 2026 and we have infinite AI intelligence but I’m still making screenshots of a QR code then uploading it to my banking app to transfer money around.
Josh Pigford@Shpigfordindie75.3K粉 · 5条称新项目首周销售全来自X,并继续给出月底百万美元ARR的激进预测。
@Shpigford2026-10-04♥78👁6.0K↗ 打开X
"josh, what's it like putting your phone number on your website?" https://t.co/7cQwsaV0Iw
@Shpigford2026-10-04♥246👁31.4K↗ 打开X
one week in and all sales done through twitter. unreal. https://t.co/lXU3pBMRlT
引用@Shpigfordgahhhh i can't wait to show you all this next week. based on current demand, i'm about 97% certain this thing will be at $1m ARR by end-of-month, especially after i flip the switch. absolute madness how fast it's already growing just via twitter DMs. … ↗
作者称项目首周销售全部来自X。
@Shpigford2026-10-04♥57👁7.9K↗ 打开X
only reason i'm not showing the new brand yet is i'm terrified the premium domain purchase will fall through (has happened before) and i'll need to pick something else. 😭 https://t.co/hPrhIp6wxX
引用@Shpigfordgahhhh i can't wait to show you all this next week. based on current demand, i'm about 97% certain this thing will be at $1m ARR by end-of-month, especially after i flip the switch. absolute madness how fast it's already growing just via twitter DMs. … ↗
@Shpigford2026-10-03♥33👁9.1K↗ 打开X
my wife literally 1 minute later. https://t.co/rBatsSOl0W
引用@Shpigfordgahhhh i can't wait to show you all this next week. based on current demand, i'm about 97% certain this thing will be at $1m ARR by end-of-month, especially after i flip the switch. absolute madness how fast it's already growing just via twitter DMs. … ↗
@Shpigford2026-10-03♥137👁60.5K↗ 打开X
gahhhh i can't wait to show you all this next week. based on current demand, i'm about 97% certain this thing will be at $1m ARR by end-of-month, especially after i flip the switch. absolute madness how fast it's already growing just via twitter DMs. https://t.co/RqvZfI5pUo
作者预测新项目月底可能达百万美元ARR,当前只是预测。
Tibo@tibo_makerindie211.1K粉 · 5条展示从竞品广告库筛选长期投放素材再重做角度的流程,也推广Revid工作流。
@tibo_maker2026-10-05♥8👁901↗ 打开X
I figured out the easiest way to create viral AI ads the best strategy is to find what's already working in your competitors' ads and remake it for yourself 1. search your competitor's name across the Meta, TikTok, Google and LinkedIn ad libraries, all from one place inside Revid 2. filter for active video ads and set "running for at least" to 30 or 60 days, because nobody keeps paying for an ad that isn't working 3. open any ad to see the full video, the exact ad copy, how long it's been running, which platforms it's on and which countries it's targeting 4. hit remix and pick "video ad like this" for the same angle with your product and an original script, or "ugc ad from this copy" for a creator-style take on the same message that's it 🤷🏻 you skip months of testing hooks, visuals and angles, because your competitors already paid real money to figure it all out
从多平台广告库筛长期在投素材,再重做角度与脚本。
@tibo_maker2026-10-05♥25👁2.1K↗ 打开X
just compared 18 places to build a startup. France ranks 17th 😬 with €100K profit, you get: Dubai: €99,187 Singapore: €91,796 Zug: €85,514 Lisbon: €71,488 San Francisco: €67,183 Paris: €58,757 in France the debate is always the same: "with this tax, will the millionaires leave?" I think it's the wrong debate. the millionaires will be fine. the real question is where the next generation of talented 25-year-olds will build their products. they go everywhere they want no strings attached I'm French and I'm staying but I want France to be the place founders move to made a free tool so you can run your own numbers 👉 should i be https://t.co/uQDZjKsFh7 ???
引用@levelsioJust a day later and now Javier Milei is offering full Argentinean citizenship with residence and passport for $350,000 Countries will keep plucking out the high skilled and wealthy from around the world for better conditions elsewhere Which is easier than … ↗
比较18个创业地点的税后样本并发布计算工具,数字来自作者模型。
@tibo_maker2026-10-04♥107👁9.0K↗ 打开X
average tech bro with their personal AI assistant https://t.co/Mp94nEz2xI
@tibo_maker2026-10-03♥245👁18.2K↗ 打开X
let's start a 30-day series AI will teach us every day today: JPEG I thought I know, I actually didn't drop next topic ideas below stuff we use every day but couldn't explain https://t.co/bUgJ3EFHv0
引用@tibo_maker"explain how Shazam works" I had no idea Karpathy is so right about this custom explainer videos will change education https://t.co/L3xjjdGEPn ↗
用30天系列让AI解释日常技术概念,首期选JPEG。
@tibo_maker2026-10-03♥42👁6.7K↗ 打开X
I asked Squad to use Revid CLI and make a 2-min video on how humans have worked over the last 300 years it did the research, sourced visuals from the internet, made a soundtrack, and fed it all to Revid here's the result https://t.co/TxCCarOLNE
▸ 折叠1条(转推/噪音)
转推2026-10-05 RT @vovalukashov: Most of my X work now runs through the SuperX MCP in Claude Code. It reads my mentions and finds fresh intro posts for m…
Adam Lyttle@adamlyttleappsindie59.1K粉 · 4条强调AI游戏仍需要明确愿景,并自报一款应用在停更一个月后达到600美元MRR。
@adamlyttleapps2026-10-05♥16👁2.5K↗ 打开X
Without a clear vision AI creates great tech demos This is most noticeable in games You can one shot an impressive game engine in an afternoon. But is it actually fun to play? Yes, it might be fun for *you*. But that's because you're the one creating it. It's like building something from Lego. The fun is the creative part. The end result is a byproduct. But you give that same Lego creation to someone else and they're going to say "yeah, that looks pretty cool" they may even ask how you built it You need to really sit with your building process. Work out what makes it fun, what makes it good, you need to keep iterating with a goal. A vision. Not just tinkering for the sake of tinkering
强调AI能一键做出技术演示,却不能替代游戏愿景和持续迭代。
@adamlyttleapps2026-10-05♥191👁9.5K↗ 打开X
Now $600MRR and still growing This app is now on autopilot. I haven’t made any changes to the app itself or the marketing strategy in over a month And it’s replicable Making a video on exactly what I did Stay tuned 👀 https://t.co/BoTYlDxHdk
引用@adamlyttleappsJust reached $500 MRR In the middle of a week long digital detox. But just had to share the latest update 🎉 https://t.co/lkoJpEEnP2 ↗
作者自报应用达到600美元MRR,一个多月未改产品或营销。
@adamlyttleapps2026-10-04♥19👁4.6K↗ 打开X
Receipts And actually, I find myself reaching less for my phone now Recommended https://t.co/JxdNjC8u2h
引用@adamlyttleappsI went a whole week without my phone Relied only on my Apple Watch Ultra 4 First thing I noticed is how much I reached for the phone as a distraction or because I was even slightly bored. I never realised how much my brain looks for distractions so it … ↗
@adamlyttleapps2026-10-03♥36👁5.5K↗ 打开X
You start to become aware of how much everyone else is looking at their phones. Everywhere. The worst place is playgrounds. Parents locked into their phone and their kid runs up pulls on their leg or arm. Gets no response and runs off. Parent unaware they just rejected their kid. And the instant realisation: “oh no! That’s me!” The phone has become so embedded into life Drive a car? No podcast, no navigation Go to shop? Cant pay Realised something important though: Apple is going the wrong direction The iPhone Duo is what a focus group would want when asked “what do you want from your iphone?” Bigger screen More screens! But Steve jobs I think would have looked at today’s world and perhaps realised people want less screens The Apple watch is the perfect answer… but it falls short watchOS 27 is buggy Siri works sometimes not others And worse: you need your phone present to use it. Even when you set reminders and calendar events. But watchOS 26 worked more freely without the phone present Apple seem to be looking at the watch as an extension of the phone. Not an escape from it.
引用@jackfriks@adamlyttleapps what else did you notice! ↗
Adam Pietrasiak@pie6kindie39.2K粉 · 2条继续公开Screen Studio的悬停同步与统一虚拟光源等细节。
@pie6k2026-10-04♥139👁7.4K↗ 打开X
Screen Studio mouse hover effect desync finally solved! It checks which mouse movements cause hover effects (e.g., changing the label background). Then, it dynamically adjusts mouse movement smoothness to make sure the mouse position matches the footage during those moments. https://t.co/5tflE5c4HK
Screen Studio动态调整光标平滑度,修复悬停效果不同步。
@pie6k2026-10-04♥53👁6.6K↗ 打开X
When calculating shadows and optics, Screen Studio actually has an imaginary light source shared between every stage element. I believe it creates better consistency and makes the loupe just a little more believable as a real thing you shouldn't really analyze while watching. https://t.co/XfBEyEPXMP
统一虚拟光源让录屏元素的阴影和光学效果更一致。
Peter Askew@searchboundindie26.2K粉 · 1条继续展示买垂直域名再做实体商品的domain-first打法。
@searchbound2026-10-04♥132👁9.6K↗ 打开X
🐖 buy expiring domain 🐖 sell chorizo sausage on internet 🐖 fly to Spain & Portugal as biz expense 🇵🇹 🇪🇸 🐖 hike the camino de santiago 🐖 read some josé ortega y gasset [not an ad; just sharing] https://t.co/0IqlLxKxc6
Arvid Kahl@arvidkahlindie211.7K粉 · 4条讨论委托Agent带来的能力与手艺冲突,并建议把仓库文档互相链接。
@arvidkahl2026-10-04♥38👁4.9K↗ 打开X
Let's say I want to spawn a small team of agents with a job-specific Markdown config, allow them to use a defined number of gated APIs (and public web search), and then run autonomously doing background work. What's a non-vendor-lock-in way to run these today?
@arvidkahl2026-10-04♥106👁11.4K↗ 打开X
The more I think about this, the more I feel I am developing cognitive dissonance. Delegation is becoming available to those who never intended to manage (rather than do the work). Coders, designers, artists. Each hates and loves this tech for different reasons. Their lament is one of atrophy, of losing connection to the work. Yet delegation is also a mode of power. It's seizing the means of production and, for lack of a less loaded term, exploiting GPUs to do the work instead. Call it quantum leaps in increased productivity, slop cannons, or anything in between... but it is ultimately a move of empowerment. So we're gaining power by not having to do the thing we're trained to do, and in so (not) doing, we lose the skills we still value so much more than being able to conjure work from thin air. Maybe wizardry IS a good analogy here. We're summoning real-world products into being, works of fiction, images, videos... ethereal agents, familiars, are doing our work for us. Does the wizard who conjures fire with the flick of a wand regret not having to buy matches?
引用@karakhanyanSAI laziness is true. You start to delegate code. Then you think “let me try to delegate browser actions”, and you end up delegating everything. It’s fine at one angle. But you become lazier, and even dumber, you don’t learn new things, like how to create … ↗
讨论委托Agent既带来生产力,也可能削弱人对手艺的连接。
@arvidkahl2026-10-04♥14👁5.3K↗ 打开X
"We're currently growing v4.2, and MCP support will soon hatch as well!" I kinda like it.
引用@GeoffreyHuntleywhat if software is no longer constructed and instead bred, similar to how llms are raised. through rewards and punishment. ↗
@arvidkahl2026-10-04♥54👁4.2K↗ 打开X
If your agents mess up your code a lot even though you have good docs, start interlinking them. Any md file that explains any part of your codebase should be linked to from a main readme or AGENTS/CLAUDE file. Allow things to be discovered semantically and quality will rise.
建议从主README或AGENTS/CLAUDE文件链接所有代码库说明文档。
Jonathan Wilke@jonathan_wilkeindie29.7K粉 · 1条只用一句“SaaS已死”继续反讽相关收入或增长展示。
@jonathan_wilke2026-10-03♥96👁17.9K↗ 打开X
Yeah right, SaaS is dead
引用@peer_richnice https://t.co/b0MbRab4AS ↗
Andrea Bosoni@theandrebosoindie64.2K粉 · 1条记录父亲用Claude做专业材料后,被误以为Claude是真人的笑话。
@theandreboso2026-10-03♥92👁5.8K↗ 打开X
My dad wrote a letter to a professional studio with an attached file about some technical stuff and asked them to double check it because he'd made it quickly with Claude. The owner replied that the file was really well done and that he's looking for staff so he asked if by any chance my dad could introduce him to this Claude guy for a collab.
Danny Postma@dannypostmaindie186.5K粉 · 3条为新内容先做提纲并发问卷校准,夹杂一条养狗日常。
@dannypostma2026-10-05♥53👁5.5K↗ 打开X
general outlines drafted ✅ just sent out a survey to confirm if the content aligns https://t.co/XGsnOprDuH
引用@dannypostma"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years … ↗
@dannypostma2026-10-05♥9👁2.6K↗ 打开X
working on the outline and structure and man this is gonna be fun
引用@dannypostma"Build me a landing page." That's how you get the same AI slop as everyone else. I'm making a landing page course for you and your AI agent to solve that ⚡ It hurts seeing good indie products launch with pages that don't do them justice. I've spent years … ↗
@dannypostma2026-10-04♥30👁5.7K↗ 打开X
my dogs favorite toys: - plastic bag on a rope - plastic bag with a ball inside - plastic bag with my hand in it toys my dogs doesnt touch - all the toys i bought him
Dan Kulkov@DanKulkovindie50.5K粉 · 10条记录首单、取消邮件SaaS改用SES,也持续用短梗测试产品与营销话题。
@DanKulkov2026-10-05♥5👁720↗ 打开X
marketing 101 let users gamble discounts https://t.co/YBCitIhwmm https://t.co/4dZYv08eEt
@DanKulkov2026-10-05♥14👁2.0K↗ 打开X
app idea: forget tinder find your soulmate through ratings https://t.co/brEW0by4yw
@DanKulkov2026-10-05♥7👁1.3K↗ 打开X
i might have an addiction https://t.co/v52brVSRA4
只有一句含图片的个人玩笑,信息不足。
@DanKulkov2026-10-04♥23👁1.7K↗ 打开X
CLIPSPAL 2.0 JUST MADE IT FIRST SALE WOHOOOOOO 🎉 https://t.co/eU99dEnnXi
引用@DanKulkovbabe wake up ClipsPal 2.0 just dropped https://t.co/txRy1YIDAc ↗
CLIPSPAL 2.0获得首单的作者自报。
@DanKulkov2026-10-04♥18👁1.4K↗ 打开X
cancelled my $49/mo email marketing subscription switched to amazon SES time to become a man https://t.co/GfaGJaaVVs
@DanKulkov2026-10-04♥9👁3.8K↗ 打开X
this app will change the world https://t.co/jDKzBiCuDb
引用@DanKulkovyou SHOULD launch an ios app in 2026 https://t.co/SnCIOGFW3C ↗
@DanKulkov2026-10-04♥2👁441↗ 打开X
you SHOULD launch an ios app in 2026 https://t.co/SnCIOGFW3C
@DanKulkov2026-10-04♥19👁1.7K↗ 打开X
btw marketing is pretty easy if you just avoid it
@DanKulkov2026-10-03♥19👁1.9K↗ 打开X
cancelled 2 saas subscriptions yesterday vibe-coded both of them as internal tools not better in any way only features i need +$33/mo in my pocket
称自建两个内部工具后取消两份SaaS,每月节省33美元。
@DanKulkov2026-10-03♥47👁4.4K↗ 打开X
you checking $0 MRR every morning https://t.co/EQA7NyYwFJ
引用@DanKulkovpls read this https://t.co/1jCHnceGVv ↗
▸ 折叠1条(转推/噪音)
噪音2026-10-05 bro https://t.co/47otsx9ooU
Thomas Sanlis 🥐@T_Zahilindie24.4K粉 · 3条用Claude为朋友生成聚会推理游戏,也分享童年游戏和品牌周边。
@T_Zahil2026-10-05♥15👁260↗ 打开X
I've got the Uneed's sweater!! 😎 https://t.co/sizmKWUrQm
@T_Zahil2026-10-04♥40👁1.7K↗ 打开X
I managed to make "Pharaoh" work on my Mac 👀 Super cool to be able to play this again, huge part of my childhood! https://t.co/1govhzLYR7
@T_Zahil2026-10-04♥36👁2.4K↗ 打开X
Yesterday we had friends over, and we had a crazy idea We asked Claude to create a murder party for us 😂 It built the whole game with characters, backstories and clues, and I just had to share the link everyone opened it on their phone and discover their secret role The quality was amazing, and it was super fun 🥳
Claude现场生成聚会推理游戏、角色、背景和线索。
Marc Köhlbrugge@marckohlbruggeindie89.1K粉 · 1条用一条短评判断.ai域名可能比预想更快退潮。
@marckohlbrugge2026-10-04♥31👁4.3K↗ 打开X
Looks like .ai might be going out of fashion sooner than we thought
引用@marckohlbruggeLong term I’m not a fan of .ai however. AI will be part of most software. Once it stops becoming a differentiating feature it loses its branding value. Same way we no longer use the words “internet” and “digital” in product names. ↗
Daniel Vassallo@dvassalloindie204.8K粉 · 0条本期只转发Anthropic仍用Typeform做营销调查的观察。
▸ 折叠1条(转推/噪音)
转推2026-10-03 RT @nickgraynews: I feel like the fact that Anthropic still uses Typeform for their email marketing and customer surveys is testament to th…

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