独立开发者日报

安全论证走上台前,Agent接口走向可审计

AI前沿围绕“放缓”快速阵营化,但真正可执行的问题仍是训练前安全论证、权限与审计。另一边,独立开发者把注意力事件改造成迁移漏斗,把用户参与改造成数据飞轮。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-09-15 · Twitter 35账号/133条 · HN 64条 · GitHub新星 5个 · 正文约29分钟 · 窗口09-14 ~ 09-15

编者按

昨天实验室还在谈训练前安全论证,今天舆论已经迅速分成“减速”与“丰裕”两派。立场传播得比执行细节快:谁能看见训练日志、什么条件触发暂停、第三方是否真有叫停权,仍没有从材料里得到清楚答案。对产品团队而言,安全不该只是一种阵营身份,而应是一组可索取、可复核的供应商证据。

Agent一旦能替人操作,聊天体验就退到第二位。Pion的“自主经营公司”实验、RubyGems缓存漏洞争议,以及同时上涨的进攻安全skills与“安全验证”skill registry,把同一个问题推到台前:控制面必须先于能力面。凭证隔离、逐步授权、预览、撤销和审计日志,正在成为Agent原生软件的基础接口。

独立开发者这边反而给出两组更具体的增长样本。身体广告被竞争对手改造成迁移补贴,Logo竞价被直接塞进数独;Nomad List则用排行榜和MCP上传,把注册后的参与动作变成数据供给。噱头可以买到第一眼,真正的飞轮要让每次参与都改善下一位用户的体验。

1

安全论证刚被提出,讨论就先滑向了阵营政治

昨日回声

回看2026-09-14:“放缓前沿”进入第二天:共识落地时,安全与权力集中同时出现

昨天的重点是训练前安全论证、持续监控和第三方评估。今天新增的信号不是机制突然成熟,而是争论迅速被压缩成“末日论”对“丰裕论”:Jensen Huang在All-In Summit上的表态被多次转述,Levelsio明确站到反对末日叙事的一侧,DHH则要求把注意力从p(doom)移向p(abundance)。

@levelsio2026-09-15♥1.4K👁90.3K↗ 打开X
The good guys won this week
引用@MikeIsaacjensen huang, CEO of nvidia, is currently onstage at the All In tech summit politely calling bullshit on the doomerism coming out of Anthropic (and OpenAI to some degree) right now nvidia just as conflicted as everyone, since it sells the chips to all the AI … ↗
引用Jensen Huang反驳AI末日论的现场转述并表态支持;这是立场信号,不是安全机制证据。
@dhh2026-09-14♥2.6K👁73.0K↗ 打开X
The p(doom) discussion gets all the headlines, but the p(abundance) scenery is far more like and deserves much more engagement.
DHH认为“丰裕概率”更可能、也更值得讨论,是对风险议程的反向 framing。
@altryne2026-09-14♥26👁4.3K↗ 打开X
POTUS cold called @JensenHuang right on stage of the All in summit. (I asked @bot to add subtitles). Called out AI doomerism as a hoax, "Robots aren't going to take over AI is not going to take over" and then talked about his MIT uncle for a bit. h/t @wallstengine https://t.co/6S1vlpQNdf
All-In Summit现场视频的二手转述,核心是反对把AI描述为必然接管人类。

HN也同时把《Dario, Please》、把doom视为炒作的文章,以及要求追究AI公司负责人责任的报道推上榜。三者并不构成事实互证,却清楚显示:同一套风险语言已经被不同阵营拿来支持相反结论。

▲542Dario, Please257评论 · HN↗
热评 · eimrine
I am surprised the halfway crooks phrase is not coined by Tupac Shakur
《Dario, Please》获542分、257条评论,讨论热度高于可执行细节的新增量。
文章主张AI领袖的doom叙事也是一种炒作;应与实验室原始安全文件分开阅读。
关于追究AI公司负责人责任的报道获169分;法律主张不等于已经形成新规则。
💡 把“支持还是反对减速”改写成供应商核对表:训练前是否有明确安全论证、评估者能看见哪些日志、谁能触发暂停、失败是否公开、关键工作流能否迁移。阵营口号不能替代这些答案。
2

Agent越能自主行动,越要先补控制面

昨日回声

回看2026-09-14:停掉服务器不等于收回权限:一个异常账单暴露Agent凭证的长尾风险

昨天,一个停用数月后才出现异常账单的案例提醒大家:停服务器不等于撤权限。今天的材料把风险从凭证生命周期扩展到了整套Agent控制面。Pion宣称要让Agent自主运营任何公司,HN高赞评论却直接追问其错误行动由谁负责;另一篇讨论则称OpenAI抓取程序在RubyGems缓存漏洞公开前已经碰到相关行为。后者只能证明观察到异常,不能据此推断主观意图。

热评 · mcmcmc
Filing false reports to the FBI is a crime. Why would anyone trust this with a real business? Y’all should be prosecuted
自主经营公司实验获409分、512条评论;高赞质疑集中在错误行动、法律责任与可信边界。
热评 · mauriciolange
rogue AI agents or AI agents coming from Moulin Rouge?
RubyGems缓存漏洞讨论获463分;“程序遇到漏洞”与“系统理解并利用漏洞”必须区分。

GitHub新星榜也出现一组镜像信号:Claude-Red把78个进攻安全方法打包成skills,单日新增579星;另一个agent-skills项目以安全、验证过的技能注册表为卖点,单日新增512星。能力封装正在加速,治理封装也开始成为产品类别。

SnailSploit/Claude-Red+579/日 · 共5.1K★ · 11%/日 · 3次上榜Python
claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.
进攻安全skills连续第三天出现;README中的用途声明不替代运行时权限隔离。
tech-leads-club/agent-skills+512/日 · 共6.2K★ · 8%/日 · 5次上榜TypeScript
The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.
以安全验证的skill registry为定位,本期单日新增512星;具体验证深度仍需逐项审查。
💡 给Agent能力分级:默认只读,写操作先预览,高风险动作逐次审批;凭证按Agent和项目隔离,设置花费硬上限,并保留可追溯日志与一键撤销。没有这些控制,不应把“自主”当卖点。
3

面向Agent的接口开始从聊天框变成声明、测试与编排

昨日回声

回看2026-09-14:软件的下一层接口不是聊天框,而是可编排、可验证的工作面

昨天的判断是,Agent原生软件需要结构化状态和可验证操作。今天出现了更具体的形态:dbt Charts用YAML声明图表,试图让Agent生成的仪表盘可审计、可扩展;Siri代码中出现可切换Claude或ChatGPT的迹象,则把模型路由推到了系统入口层。

▲231Charts built for Chat70评论 · HN↗
热评 · thingsilearned
Hi HN, I'm Dave the founder of Chartio (YC'10 now Atlassian Analytics), announcing today dbt Charts, an open source YAML dialect and tool for declaring and rendering dashboards. When making dashboards with claude or other agents, a lot of free-form artifacts are created that makes it hard to audit and scale. dbt Charts is a simple YAML dialect that declares and renders a chart (think markdown but for dashboards). Along with dbt its Apache 2.0 and launched today. We hope this language + AI help m …
dbt Charts创始人称自由生成的图表难以审计和扩展,因此用开源YAML方言声明并渲染图表。
热评 · nicce
That would be really cool, if you can route your local model for it.
报道根据代码判断Siri的AI提供方可能可替换;最终产品行为仍以Apple实际发布为准。

执行侧也在补验证环。OpenAI Developers展示Codex为Perplexity构建测试harness、模拟第三方API响应;Reach建议用一个编排线程分派任务,再以定时heartbeat检查长任务。这些做法的共同点不是模型更会聊,而是状态、验证和纠偏被显式放进流程。

@openaidevs2026-09-14♥946👁77.1K↗ 打开X
GPT-6 Astra in Codex is helping test code end to end at @perplexity_ai. @randomjohnnyh uses it to build test harnesses and mock third-party API responses, so he can check how the pieces work together. https://t.co/a0Iy4jDQys
官方案例称Codex用于端到端测试、构建harness并模拟第三方API响应。
@reach_vb2026-09-14♥919👁59.7K↗ 打开X
Codex tip: Use Astra as an orchestrator of threads and create + send tasks over to Sol/ Luna Once done, ask it to set up a heartbeat every 15 minutes to check in and course correct as needed Particularly for long running tasks it’s useful to reduce usage & add verifiability
个人工作流建议:编排线程分派任务,并用15分钟heartbeat检查和纠偏长任务。
💡 给Agent提供声明式输入、结构化输出、幂等操作和测试夹具;长任务要暴露状态、检查点和纠偏入口。模型可替换时,真正留下来的资产是接口与验证层。
4

身体广告的第二波,不是模仿纹身,而是截走竞品用户

昨日回声

回看2026-09-14:身体广告开始复制,但可持续的不是噱头,而是专业信任

Marclou的身体广告已经从社交媒体话题进入线下交付,也带出一个创始人自报月收入500美元的Pinterest SaaS小样本。真正的新变化来自竞争对手:Revid没有继续竞价纹身位,而是借同一热点承诺发放面值6.8万美元的产品credits,要求用户上传Higgsfield账单,并用即时credits加匹配账单额度承接迁移。这个数字是产品额度,不是已发生的现金支出。

@marclou2026-09-14♥932👁87.3K↗ 打开X
So I’ve got the tattoos already! Coincidence: my wife found Enes’s business on instagram and he happened to also be a indie hacker! He has a little SaaS that automated Pinterest traffic with AI. It’s making $500/mo, and he’s on TrustMRR! https://t.co/Np8YfeKfwg He runs a tattoo-printing business in Istanbul, and he came to our hotel to delivery them. Thank you Enes 🙏 We printed everything duplicates just in case. The sponsors in the photo: - https://t.co/U5ahUBLsj1 by @higgsfield (10 spots!) - https://t.co/gu76BTXWJu by @kelvincobanaj - https://t.co/pLgrGEBzKI by @notgokgreen - https://t.co/EcmZnwDAfJ by @orcarouter - https://t.co/myeIzGYY7s by @peptideconfiden I didn’t realize it when making dimensions, but the tattoos are real big! I’ll look like a giant billboard, and I can’t wait to race 😊
身体广告进入纹身交付阶段;文中的Pinterest SaaS月收入500美元为创始人自报。
@tibo_maker2026-09-14♥189👁65.7K↗ 打开X
Riggsfield spent $68,000 on tattoos let's do BETTER 🚨 we will giveaway $68,000 to users here's the offer: upload your last Higgsfield invoice at https://t.co/hTN6p949QY 👉 200 Revid credits on the spot, no card 👉 pick any plan and I match your Higgsfield bill in credits no tattoo required
引用@tibo_makerRiggsfield grabbed ALL the spots on @marclou's body watch what happened next 👀 https://t.co/EHGdxFu1FD ↗
Revid承诺发放面值6.8万美元credits,并以竞品账单作为迁移资格与匹配依据。
@tibo_maker2026-09-14♥16👁3.9K↗ 打开X
my friend was sponsored by a competitor I think this is a pretty smart way to piss off the competitor without pissing off the friend 😅 tell me if i am going too far (or maybe not far enough 👀) https://t.co/wXOOTTuywm
引用@tibo_makerRiggsfield spent $68,000 on tattoos let's do BETTER 🚨 we will giveaway $68,000 to users here's the offer: upload your last Higgsfield invoice at https://t.co/hTN6p949QY 👉 200 Revid credits on the spot, no card 👉 pick any plan and I match your Higgsfield … ↗
创始人明确把活动描述为借朋友被竞品赞助来反击竞品,属于事件营销自述。

另一边,Uneed把9个Logo位塞进数独,参与者通过出价替换竞品Logo。两种玩法都把“看见一次”变成了可操作事件:一个收集竞品账单并推动切换,一个让广告位本身持续产生竞价更新。

@T_Zahil2026-09-14♥62👁127.8K↗ 打开X
Introducing https://t.co/wZFiWzqgJm A Sudoku game where numbers are logos Just outbid your competitors to replace one of the 9 logos and consider marketing done for today 🚀 Sudoku is the perfect game to pass time and keep your brain healthy while your agents are working
Outbidoku把数独数字换成Logo,并允许通过出价替换现有品牌位。
💡 追热点时先设计承接动作:资格条件、可归因落地页、成本上限、激活事件和活动后留存。credits的标称价值不能当获客成本;只有完成迁移并持续使用,曝光才真正变成增长。
5

免费化不是终点:排行榜和MCP把注册变成数据供给

增长

Levelsio此前把Nomad List改成近乎免费注册后,本期自报月注册量从约300升到3500,并预计一年内翻倍积累十年的约5万用户。更关键的是,他新增全球旅行排行榜:用户为了排名补录更多旅程,而这些数据又改善地点评分与排行。增长数字和因果解释都来自创始人本人,尚不能等同留存或付费转化。

@levelsio2026-09-14♥105👁37.1K↗ 打开X
✨ Added a global ranking of users by travels now Someone requested it this as a feature This gamifies https://t.co/UXK5AFqCaQ a little bit and makes people add more of their trips More trips = more data to score places on which improves the site's ranking and data for everyone User growth now went from about 300 sign ups per month to 3500 sign ups per month so that means doubling the user base (built over 10 years) within one year! Very nice I am not even in the top 10 but an acceptable #34 in ~50,000 users #1 is @scottbrills #3 is my friend @JohnONolan who's been a perpetual nomad for over a decade!
引用@levelsio🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if … ↗
创始人自报月注册约300升至3500;排行榜促使用户补录旅程,并反哺地点数据。

MCP又降低了补录成本:用户让Agent从旧邮件和Flighty数据里整理行程后上传。产品因此同时拥有两个杠杆——排行榜给贡献动机,机器接口降低贡献成本。与此同时,他继续用邮件全文分发重要内容,避免增长完全依赖平台算法。

@levelsio2026-09-14♥48👁22.4K↗ 打开X
Since I added this ranking I seem to have activated lots of people and they're all uploading their travel history to https://t.co/HGCLKS5BD6 with the MCP endpoint at /mcp Here is @stevelacey's AI scouring his old emails for flight tickets and bookings to find his itinerary and add that to his profile at https://t.co/11mjpjkMrJ Very cool 😊
引用@jelmerdeboerused the mcp to upload flighty data to claim my spot https://t.co/WuQ7c3I8DE ↗
展示用户通过MCP让AI从旧邮件中寻找机票和预订记录,再上传旅行历史。
@levelsio2026-09-14♥119👁35.0K↗ 打开X
Yes With audience, community and data being the moat I think this is a bit more important than before I have this subscribe box on https://t.co/8VnHmB3uah and it sends people my full blog posts and tweets (if they're long and relevant, so not every single tweet) directly to people's email in full length So they don't even need to go to the site The point is that I have access to my audience to say things
引用@verboveowning your audience is more important than ever yet many creators rely fully on algo's whether or not they stay in business people like @levelsio and @thesamparr both maintain a newsletter to own part of their audience so should you (and I) in my journey … ↗
强调用邮件直接触达受众,并把长文和重要推文全文发给订阅者。
💡 设计UGC飞轮时把两件事分开:用排名、身份或结果反馈提供贡献动机,用导入器和Agent接口降低贡献成本。指标至少同时看注册、首次有效贡献、次月留存和数据对其他用户的实际改善。
6

代码更便宜以后,SaaS卖的仍是“不想自己负责”

独立生意

Kyle Gawley用一句反差总结当下:人们愿意每月付200美元用Claude,却可能只是为了省掉每月19美元SaaS。但他的后续判断更重要——客户购买的不是代码,而是把税务更新、合规变化、稳定运行和持续维护交给别人。AI降低构建成本,并没有消除所有权成本。

@kylegawley2026-09-15♥10👁902↗ 打开X
Everyone will pay $200/mo for Claude to avoid paying $19/mo for a SaaS.
用夸张反差指出AI订阅与SaaS省钱叙事之间的矛盾。
@kylegawley2026-09-14♥7👁375↗ 打开X
"SaaS is dead, code is cheap now" Customers don't pay for code. They pay to solve problems they do not want to deal with. I can build any product I want, with or without AI. Do I want to wake up and worry if my accounting SaaS is up-to-date with the latest tax regulations? Or if my analytics software is in line with EU policy updates? I'll happily pay someone else $50/mo to handle that.
主张客户为问题处理与持续责任付费,而不是为代码本身付费。
@kylegawley2026-09-14♥4👁983↗ 打开X
I've spent all day testing course platforms. Nothing seems to solve the basic problems well. Every platform is bloated with features for running an online business (that have nothing to do with courses). Lots of breadth, but none solve the core problems well. Big transaction fees make absolutely no sense unless it's a marketplace bringing customers. I just want to host course content easily. I am really fighting the urge to roll my own because I don't want to manage another piece of infrastructure. Why can't people make simple, focused software that does one thing really well?
试用课程平台后抱怨功能臃肿、核心托管体验差和交易费不合理,仍希望有人维护一个专注工具。

需求发现也因此要从“能不能生成”转向“谁不想承担”。Shpigford观察到,当多个竞品客户独立复述同样抱怨时,信号才从单一流失事件变成可验证机会。

@Shpigford2026-09-14♥23👁2.3K↗ 打开X
when one disgruntled customer comes over from your competitor, it feels nice but isn't necessarily indicative of anything. when multiple find you and repeat the exact same gripes as the others...now you're on to something. go time.
把多个竞品客户重复同一抱怨视为比单个客户迁移更强的机会信号。
💡 筛选SaaS机会时列出客户不愿长期承担的责任:法规更新、数据完整性、异常处理、支持与迁移。先访谈多个独立流失客户确认重复抱怨,再决定哪些部分用AI降本,别把“能生成”误当成“愿维护”。

⚡快速扫过

一句话+原文,扫完即可。
Marclou自报伊斯坦布尔独立开发者聚会两小时售罄、约150人到场;线下社区能把个人受众转成更深的关系,但到场不等同产品转化。
@marclou2026-09-14♥499👁54.9K↗ 打开X
Istanbul meetup sold out in 2 hours! ~150 people came. The team at @eachlabs booked a wonderful venue and organized everything! They even brought baklava, and I ate one on stage 😅 Tip: Twist the baklava upside down so it's doesn't drip. My dear friend @alexwestco flew from Cyprus to give a … 全文↗
引用@marclouI’m organizing the 12th Indie Hacker Meetup in Turkey 🇹🇷 📍 Istanbul, Turkey 📅 Sunday, September 13 🕣 3:00–5:00 PM This meetup is a little special... The AI startup @eachlabs reached out and offered to organize it, so we have a real venue with AC! At 3 PM, … ↗
Shpigford说Knockoff从割草机配件问题出发,两个月后已经上线;具体而反复的个人痛点仍是小产品的好入口。
@Shpigford2026-09-14♥39👁6.7K↗ 打开X
can't believe it's only been two months. what an absolutely absurd turn of events since my weed eater broke and sent me down a path to find some real replacement parts.
引用@ShpigfordKnockoff is now live! Filter out the knockoff crap brands on Amazon. Sorry to brands like WNPETHOME, EHEYCIGA, YXYL, LU&MN, JOYIN, TOMY, GODONLIF, YOOJEE, LINGTENG, LANEIGE, VISCOO, BIODANCE, COOFANDY, BALENNZ, TOSY and LUENX. https://t.co/9mLk0EAsfG ↗
“成为影响者”不如“成为专家”:信任更可能来自在一个问题上投入远超常人的时间与判断。
@Shpigford2026-09-14♥41👁2.9K↗ 打开X
i think people will read this and think "become an influencer" when really it's "become an expert". nobody trusts influencers. but they trust people who've put in outsized efforts to becoming disproportionately knowledgeable/performant on a topic. (A+ reply from @kevinrose) https://t.co/eg0uBONYJ9
Danny Postma给游戏补声音后主观感到生命力显著增加;生成画面之外,声音仍是便宜而直接的反馈层。
@dannypostma2026-09-14♥59👁8.9K↗ 打开X
should have added sound much earlier, brings 10x more life to a game https://t.co/lf5NMA6yQm
一位B2B创始人转述,认识的公司花重金做TikTok/Instagram UGC后结果接近零;单一样本不足以否定渠道,但足以要求先验证购买场景。
@theandreboso2026-09-14♥40👁6.0K↗ 打开X
I’d be really curious to know if there are any B2B SaaS companies that used TikTok or Instagram to get customers. Recently I met a founder who’d been convinced by an agency to spend $$$ on a UGC program on there and the results have been close to zero. Which seems obvious to me because they’re … 全文↗
Adam Lyttle批评Astra在网页与App里反复生成文字密集的网格设计;模型能力提高后,默认审美同质化仍需要人工约束。
@adamlyttleapps2026-09-14♥32👁8.6K↗ 打开X
This text-heavy grid design that Astra does.. it's so annoying I thought it was limited to web but it does it in apps too 🤦 https://t.co/pXQ0JhTQh1
Alex Finn开源Herdr HUD,把多个编码Agent的状态和消息叠在游戏画面上;它展示了Agent管理正从终端移向环境内通知。
@AlexFinn2026-09-15♥116👁13.0K↗ 打开X
In honor of GTA 6 and World of Warcraft Forever launching soon, I'm open sourcing a tool I built that lets you manage your AI agents while you game: Herdr HUD I've been using it the last month while I play WoW and it's awesome Basically it finds all your agents you're running in Herdr and puts … 全文↗
Dan Kulkov同时提高终身价与月费并计划一周后比较ARPU;多变量一起变化,会让结果难以归因到具体价格。
@DanKulkov2026-09-15♥23👁3.3K↗ 打开X
引用@DanKulkovcurrent pricing experiment lifetime $19.99 -> $29.99 monthly $3.99 -> $4.99 wait 1 week compare ARPU change with ActivationPal ↗
Matt Pocock认为组织都在寻找AI编码落地能力;会把工具变成培训、评审和流程的人,价值高于只会生成代码的人。
@mattpocockuk2026-09-14♥1.3K👁73.0K↗ 打开X
Let me state something obvious: Every org out there, including yours, is desperate to adopt AI for coding They will hire outside help if they can Make it so they don't have to They will reward you
Claude Code负责人回顾模型能力变化如何迫使产品团队持续改造harness,也谈到他们怀念的传统软件工程部分。
@trq2122026-09-14♥209👁28.5K↗ 打开X
I talked to Sid & Robert about building Claude Code: how much things have changed, how hard it's been to keep up with model capabilities and also what we miss about software engineering before AI. https://t.co/vLDFRaXawS
Codex产品负责人公开询问哪些功能已经无用、应该删除;成熟AI产品开始从功能竞赛转向复杂度管理。
@thsottiaux2026-09-14♥6.9K👁2.0M↗ 打开X
What’s a feature we should remove from Codex that isn’t useful anymore?
Reach用一次生成的黏土龙短片展示GPT Image 2.5角色一致性;这是单次演示,不代表长序列稳定性。
@reach_vb2026-09-14♥65👁2.7K↗ 打开X
GPT Image 2.5 is getting ridiculously good at character consistency & stop motion 🐲 https://t.co/xvt3A9sb9a
Steam Frame以1059美元起售并在HN获675分、513条评论,社区焦点之一是ARM设备上的Proton兼容与性能。
热评 · bigyabai
Also exciting, Valve has finally started shipping native ARM/FEX builds of Proton 11: https://www.pcgamer.com/games/vr/valves-latest-proton-11-bet... Will be super interesting to benchmark various ARM chips and see where they land performance-wise!
一篇软件设计文档指南获330分;Agent写代码更快以后,问题边界、取舍与验证标准反而更值得先写清。
热评 · 0gs
it would not be "fun" to financially penalize my coworkers for their mistakes, no.
Sunk Cost把本地LLM设备成本、云端价格与利用率放进回本计算器;“本地更省钱”需要具体工作负载才能成立。
一篇代码评审对比追问每百万token 1.20美元的Luna是否已经够用;应先看错误类型和复核成本,而不是只看模型单价。
YuE2单日新增559星,把歌曲生成拆成符号规划、音频实现与Agent编辑;可修改中间层比一次性成品更有工作流价值。
multimodal-art-projection/YuE+559/日 · 共8.8K★ · 6%/日 · 3次上榜Python
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
OpenDisplay首次进入新星榜并新增229星,主打用USB或WiFi把iPhone/iPad变成Mac扩展屏,卖点是免费、开源、无账号与无订阅。
peetzweg/opendisplay+229/日 · 共3.8K★ · 6%/日 · 🆕首次上榜Swift
Free, open-source Sidecar/Duet alternative — use your iPhone or iPad as a true second monitor for your Mac over USB or WiFi. Low latency H.264, Retina HiDPI, touch input.

📰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 · gaganyaan
XCancel service is suspended. Unfortunately, due to a new development in the ongoing legal proceedings, we are required to suspend this service again until further notice. We can't share more details. You can find the content you were looking for on the original website: Continue to X Thank you for your understanding. And the trust you have put into the XCancel project.
热评 · jjice
Updated a bit ago to give Siri AI a go for some basic stuff I've been wanting it to do with personal context. It had some false positives in there, but it's notably better now, pretty fast, and handled context well. It allows you to see where it got the context from, which is great considering that doesn't sound like a very Apple thing to do.
Apple多平台系统更新获603分;高赞评论称Siri个人上下文更快,并能显示信息来源。
热评 · PopFlamingo
I’m building a website for discovering first names that’s enjoyable to explore: https://abracadanames.com It started with a family member telling me they were frustrated with existing websites. What I noticed is that in many cases they feel cluttered and not smooth to use, almost like a 1-to-1 translation of the underlying database queries, where they have you choose filters and sorting options upfront then browse the paginated results. I wanted to avoid all of that by creating a different exper …
月度What are you working on超过千条评论,仍是发现真实在建项目的高密度入口。
热评 · nesarkvechnep
As always, lists like these don’t include Joe Armstrong's PhD thesis “Making reliable distributed systems in the presence of software errors” - http://erlang.org/download/armstrong_thesis_2003.pdf
热评 · htrp
> "The paste operation might fail silently," according to Microsoft. > Excel 2016, 2019, 2021, and 2024 are affected. Microsoft said: "Although users try to paste content, the source remains selected and the destination is unmodified. When this issue occurs, users receive no indication of the failure, such as a beep or error message." How many people wrote lgtm on the security patch?
热评 · ksd482
> I propose the following reconceptualization of the goal of a mathematics PhD: to become a world expert on some interesting, deep topic, and to be able to convey that interest and understanding to others. Part of operationalizing this might be a thesis, but the degree would be awarded primarily on the basis of a rigorous defense, in which the student explains the topic to their examiners until they are satisfied. I think this is a refreshingly forward looking idea and I agree with it 100%, espe …
▲184Linux from Scratch58评论 · HN↗
从大型Opus预提示迁移到自托管Ollama的记录,重点是提示兼容、质量回归与运维代价。
🚀 Show HN(独立发布,共19个)
Nari展示Qwen3语音识别与合成的低延迟、低成本主张,仍需结合独立基准和真实语言覆盖验证。
Otis主打本地模型开箱即用,是端侧Agent从运行时走向完整产品体验的信号。
MCP授权模板尝试让Agent调用工具而不直接持有凭证,与本期控制面主题高度相关。
用多Agent在五天重建旧应用的案例,价值主要在公开harness与协作流程,而不是工期口号。

📈GitHub新星

只报"年轻+加速"的仓库;已过滤13个成名大项目。
ever-co/ever-gauzy+1.1K/日 · 共6.2K★ · 18%/日 · 2次上榜TypeScript
Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) -https://gauzy.co
连续第二天出现且单日新增1130星;README把ERP/CRM/HRM等大套件与自主经营业务运行时并列,范围很宽。

🔎值得深挖

  • 前沿模型的安全论证如果要成为行业标准,评估者的访问深度、公开失败的权利、暂停触发条件与法律责任如何设计,这个方向值得研究。
  • Agent原生软件的控制面正在分化为凭证代理、声明式接口、测试harness、审批与审计日志;哪一层会形成通用基础设施,这个方向值得研究。
  • 事件营销从曝光噱头演化成竞品账单验证、迁移补贴和可竞价广告位后,真实获客成本、作弊防护与活动后留存,这个方向值得研究。

📖附录:原文流(按作者)

想翻谁点谁展开。转推与噪音折叠在各自账号内。
🤖 AI行业
Sam Altman@samaAI6.2M粉 · 2条继续说明前沿减速、安全论证、第三方审计与避免权力集中的立场。
@sama2026-09-14♥14.9K👁2.3M↗ 打开X
There are two ways AI progress could go very badly and that we must avoid. First, we could lose control of the future to AI. This is unacceptable; we are unapologetically on Team Humanity, and AI must always serve people. To ensure that, we need ways to ensure that alignment and safety techniques stay ahead of progress in model capabilities. Second, we could end up in a world with too much concentration of power. If an extraordinarily powerful AI is used by one person or company to impress their worldview onto everyone else, the results could be extremely dystopian. Avoiding these two threats requires walking a narrow middle path; for example, one country could gain too much power. Another example is one lab ending up with too much power.
引用@samaThe world deserves confidence that American companies developing increasingly capable AI will act responsibly, especially as the trajectory of progress has steepened. Every frontier lab must deliver on this, and there is no reason any of us should come to … ↗
Sam Altman把AI失控与权力集中并列为两种必须避免的风险。
@sama2026-09-14♥11.4K👁3.5M↗ 打开X
The world deserves confidence that American companies developing increasingly capable AI will act responsibly, especially as the trajectory of progress has steepened. Every frontier lab must deliver on this, and there is no reason any of us should come to work if we cannot. We welcome a federal framework that sets consistent safety requirements for frontier AI. But we do not believe we need to wait for an anti-trust exemption or legislation to begin the work of providing this confidence. Consistent rules to manage frontier risk so that we can maximize the benefits are a good idea (and we are excited by ideas like independent auditors). Years ago, companies like ours developed things like Responsible Scaling Policies and Preparedness Frameworks. Those were good for that moment, and focused primarily on the deployment of completed models, not what happens during their development process. Today's shift to focusing on safe development and evaluation will need new tools. For example, at OpenAI we now formulate explicit safety cases in advance of frontier reinforcement learning runs we expect to significantly increase capability, in addition to the safety work we have long done in advance of model releases. We hope that other companies will learn from our approaches and propose their own; we think shared standards for misalignment, monitoring, and safety will lead to better outcomes. We look forward to collaborating with our colleagues across the industry to formulate the best version of these. When we talk about “pacing”, we do not mean “stopping”. Progress has been rapid and will continue to be. But it should be slower than it otherwise could be; interventions like safety cases and monitoring have significant costs. Pacing will be well worth this cost; no amount of American competitive pressure should justify recklessness, or let capabilities get ahead of alignment and monitoring. Where we will need the help of our government is for international coordination. But first we should do what we can ourselves.
OpenAI提出训练前安全论证、监控与独立审计,但公开材料仍缺少完整执行细节。
Tibo@thsottiauxAI680.1K粉 · 2条预告高密度发布周,并公开征集Codex中应该移除的功能。
@thsottiaux2026-09-15♥5.9K👁766.4K↗ 打开X
This week will also be a level of ships that you could have expected for DevDay 2025. Crazy
预告本周发布密度可比DevDay 2025,信息量有限但显示产品节奏仍很快。
@thsottiaux2026-09-14♥6.9K👁2.0M↗ 打开X
What’s a feature we should remove from Codex that isn’t useful anymore?
Codex产品负责人公开征集应删除的功能,是从加功能转向减复杂度的信号。
Matt Pocock@mattpocockukAI350.3K粉 · 4条把AI编码能力放进组织培训与软件工厂,也继续分享视觉上下文压缩技巧。
@mattpocockuk2026-09-14♥1.3K👁73.0K↗ 打开X
Let me state something obvious: Every org out there, including yours, is desperate to adopt AI for coding They will hire outside help if they can Make it so they don't have to They will reward you
认为公司普遍希望采用AI编码,会奖励能在内部完成落地的人。
@mattpocockuk2026-09-14♥813👁51.1K↗ 打开X
The cohort I'm planning ends with: - Building a software factory - Designing software factories as an exercise - Designing YOUR software factory Also: /wayfinder, codebase design, automated/human review, DDD, feedback loops
课程设计把终点设为构建和设计软件工厂,强调反馈环与人机评审。
@mattpocockuk2026-09-14♥1.4K👁53.5K↗ 打开X
Someone just DM'd me saying they: - Took my courses - Became the "AI person" at work - Got asked to run internal trainings - Feel guilty (like they're taking work away from me) Don't feel guilty! This is my DREAM end state for my students. Knowledge is still valuable. Becoming the AI guy/gal at your company can totally change your career. If you're in this position too, let me know how I can help you run your trainings - materials/advice etc.
学员从课程消费者转成公司内部AI培训者,显示知识价值可以沿组织扩散。
@mattpocockuk2026-09-13♥612👁77.7K↗ 打开X
Contact sheets are a super useful tool for packing more bang for your buck per image I.e. squeeze in 12 screenshots instead of one to let the agent see something changing over time
引用@pvncherWhen you want Astra to review snapshots of your app, ask it to collage them into a contact sheet to minimize the number of image read calls it needs to do. You’ll save a ton of context usage This works for fable too! ↗
OpenAI Developers@openaidevsAI426.6K粉 · 1条集中展示Codex端到端测试、实时语音、Minecraft长任务与社区活动案例。
@openaidevs2026-09-14♥946👁77.1K↗ 打开X
GPT-6 Astra in Codex is helping test code end to end at @perplexity_ai. @randomjohnnyh uses it to build test harnesses and mock third-party API responses, so he can check how the pieces work together. https://t.co/a0Iy4jDQys
官方案例称Codex为Perplexity构建测试harness和模拟第三方API响应,用于端到端检查。
▸ 折叠12条(转推/噪音)
转推2026-09-15 RT @F2aldi: Thank you to everyone who came to Astra Commons: Jakarta! Really happy we got to spend Saturday together over coffee, talking…
转推2026-09-15 RT @ArtificialAnlys: OpenAI’s GPT-Live-1 debuts at #1 on the Artificial Analysis Speech to Speech Index at a score of 81.5 using Astra as i…
转推2026-09-15 RT @ValsAI: Astra has officially made it to the nether fortress in our long-horizon Minecraft computer use eval. Something no AI has done i…
转推2026-09-14 RT @athyuttamre: ⚡️ 2.4x more ChatGPT Voice in Desktop We've dropped prices by ~60% for voice in Codex and Work in the desktop app, giving…
转推2026-09-14 RT @ChrisGPT: GPT 6 Astra - Imperial Star Destroyer (blender) https://t.co/XDZ4c8QpEo
转推2026-09-14 RT @camiinthisthang: I built an app inspired by Be My Eyes that lets blind and low vision people ask AI about what’s in front of their came…
转推2026-09-14 RT @nnennahacks: astra codex meetup in Tokyo 🇯🇵 great meeting so many AI builders! 500+ registrations and a packed room. incredible night o…
转推2026-09-14 RT @derrickcchoi: What does the new Agents API mean for the apps you use, and how does it fit alongside OpenAI’s other products? Wrote up a…
转推2026-09-14 RT @simpsoka: Here are the best sites I've found made with ChatGPT Sites - https://t.co/vYmZRSu4Cl. To nominate a site use the tag #awesome…
转推2026-09-13 RT @timourxyz: You can now talk to a game to generate the world in real time. I created a playtest using the GPT-Live-1 API that lets you…
Vaibhav (VB) Srivastav@reach_vbAI59.2K粉 · 11条分享Codex编排与heartbeat技巧、Voice降价,以及GPT Image角色一致性演示。
@reach_vb2026-09-15♥82👁6.4K↗ 打开X
at this point we’re really only limited by our own creativity https://t.co/iq35tUIroK
引用@reach_vbGPT Image 2.5 is getting ridiculously good at character consistency & stop motion 🐲 https://t.co/xvt3A9sb9a ↗
@reach_vb2026-09-14♥154👁19.1K↗ 打开X
Voice is one of my favourite ways to brainstorm on blogposts, PRs, RFCs and even managing finances + calendars You can now use nearly two and half times more ChatGPT Voice!! Enjoy!
引用@athyuttamre⚡️ 2.4x more ChatGPT Voice in Desktop We've dropped prices by ~60% for voice in Codex and Work in the desktop app, giving you more time to orchestrate tasks and even more tokens for real work. ↗
转述桌面端Voice用量提高约2.4倍、价格下降约60%;数字来自产品团队公告。
@reach_vb2026-09-14♥919👁59.7K↗ 打开X
Codex tip: Use Astra as an orchestrator of threads and create + send tasks over to Sol/ Luna Once done, ask it to set up a heartbeat every 15 minutes to check in and course correct as needed Particularly for long running tasks it’s useful to reduce usage & add verifiability
建议用编排线程分派任务,并以15分钟heartbeat检查和纠偏长任务。
@reach_vb2026-09-14♥145👁16.2K↗ 打开X
one shot btw! prompt: “I want you to make a cinematic, cute and heartwarming stop motion video with gpt image 2.5 sunburst with the following ideas: egg to baby dragon transformation in claymation rough story: It hatches, sneezes a tiny flame, accidentally toasts its shell” clearly there is loads of scope of improvement here but pretty cool to see this out of the box
引用@reach_vbGPT Image 2.5 is getting ridiculously good at character consistency & stop motion 🐲 https://t.co/xvt3A9sb9a ↗
@reach_vb2026-09-14♥65👁2.7K↗ 打开X
GPT Image 2.5 is getting ridiculously good at character consistency & stop motion 🐲 https://t.co/xvt3A9sb9a
展示GPT Image 2.5角色一致性与定格动画效果,单次演示不能代表长序列稳定性。
@reach_vb2026-09-14♥248👁6.9K↗ 打开X
blessed w/ starlink on my flight can’t wait for the future where this is the norm https://t.co/yICXOiQ9sb
@reach_vb2026-09-14♥676👁50.0K↗ 打开X
titles are dumb https://t.co/6FpjityZvL
引用@Ian8achtitles are dumb ↗
@reach_vb2026-09-14♥218👁18.9K↗ 打开X
random realisation: I’ve lived in 4 different countries for prolonged periods of time and this the most settled I’ve felt in the last decade
@reach_vb2026-09-13♥115👁13.7K↗ 打开X
appshot this!!
引用@reach_vbAstra tip: Ask codex/ ChatGPT work to verify its work as it goes! Specially for visual tasks like 3D, Front End & Video editing tasks it materially boosts the end artefact quality Add this to your project agents md https://t.co/DBho5DQTrb ↗
@reach_vb2026-09-13♥531👁40.0K↗ 打开X
Astra tip: Ask codex/ ChatGPT work to verify its work as it goes! Specially for visual tasks like 3D, Front End & Video editing tasks it materially boosts the end artefact quality Add this to your project agents md https://t.co/DBho5DQTrb
@reach_vb2026-09-13♥496👁70.9K↗ 打开X
what’s the best <3B open weights LLM these days? something that can run easily in a browser/ extension
Greg Brockman@gdbAI1.1M粉 · 1条转述一个家庭用ChatGPT准备就医问题、最终获得诊断与治疗的媒体故事。
@gdb2026-09-14♥763👁100.0K↗ 打开X
chatgpt for empowering parents: olivia was sick much of the time and had never slept through the night. her parents used ChatGPT to prepare questions for her doctors, who identified a rare genetic disorder and later found abnormal brain activity. with treatment, she’s sick less often and finally sleeps through the night.
引用@BostonGlobeThese parents didn’t know why their daughter was sick. They turned to AI to help solve the mystery. https://t.co/sGbos4Sccx ↗
转述家庭用ChatGPT准备就医问题后获得罕见病诊断的媒体故事;AI辅助提问不能替代医生诊断。
Philipp Schmid@_philschmidAI120.5K粉 · 2条判断结构化输出、无状态调用与code mode可能推动MCP回潮。
@_philschmid2026-09-14♥27👁4.2K↗ 打开X
output_schema + atateless + code mode is going to drive a MCP comeback.
判断结构化输出、无状态调用和code mode会推动MCP重新流行。
@_philschmid2026-09-13♥373👁25.0K↗ 打开X
What a weird weekend. Good thing tomorrow is Monday.
Peter Gostev@petergostevAI26.8K粉 · 8条讨论开放模型访问、安全训练、算力供给与可能的Claude个人金融功能。
@petergostev2026-09-15♥38👁2.3K↗ 打开X
People forget that before OpenAI, the only models you could get access to was BERT, meaning that if you are not an ML engineer, you got nothing. Google, the AI hope and leader, shipped almost nothing developers could actually use and kept all AI progress to itself.
引用@tszzlthis is quite an interesting essay from a deepseek engineer and it may highlight one area where openai and anthropic significantly disagree, at least publicly: openai has tried very hard to give people access to the most powerful models on the order of weeks … ↗
强调OpenAI早期让非ML工程师获得强模型访问的历史作用,并对比此前Google的封闭状态。
@petergostev2026-09-14♥31👁2.1K↗ 打开X
We need a new metric for the AI era, I propose: Safety Adjusted EBITDA
@petergostev2026-09-14♥27👁1.9K↗ 打开X
We are under-pricing some big shift it efficiency, hardware, new chip - anything to break the supply constraints. With so much money at stake, so many big companies and start-ups are racing towards solving it in some new, non-linear ways. I hope we'll see some big shift soon.
@petergostev2026-09-14♥78👁6.5K↗ 打开X
I asked Astra to re-create D-day landings in Blender. It is a fully interactive environment where you can zoom into each element, the video is Astra's director's cut of the scene You can play with it here: https://t.co/7708kDlveE https://t.co/wTAj5JKk7M
@petergostev2026-09-14♥96👁17.9K↗ 打开X
Skip the middle man and direct your salary straight to Claude
引用@testingcatalogANTHROPIC 🔥: A new "Claude Money" feature is being prepared for release on the Claude app for iOS. Claude Money (sounds like Claude Monet!) is Anthropic's personal finance solution that lets users connect their bank accounts to Claude. > "Understand your … ↗
转述Claude Money可能接入银行账户的未发布功能线索,正式发布前应视为传闻。
@petergostev2026-09-14♥218👁12.2K↗ 打开X
Asianometry: - By the end of 2026, AI data center capacity will be about 15GW - OpenAI and Anthropic have about 5GW each of that - By 2027: total capacity will surge to 45-55GW - OpenAI and Anthropic will have about 15WG each So that's 3x increase YoY
转述Asianometry对2026至2027年AI数据中心容量的估计,属于第三方估算。
@petergostev2026-09-13♥55👁3.2K↗ 打开X
Time to dig out the old classics https://t.co/QkCBuDnBKp
@petergostev2026-09-13♥52👁7.4K↗ 打开X
Has anyone considered to just NOT train models to hack? As far as I can tell all of the current wave of psychosis was triggered by the OAI<>HF hacks, which came from aggressive and completely irresponsible cyber training and evaluations without any real precautions or monitoring. This is akin to training models to shoot a gun, then letting it loose in a busy city and getting psyched out that they started shooting people. Maybe don't teach it to shoot in the first place? Or at least, until you proved that you can do it safely. Outside of hacking, which is a very real problem, I don't actually see the reason to panic and 'pace the frontier'. Companies whose agents did the hacking should face consequences and researchers that are paid millions and missed this completely should maybe get some of their equity docked for mishandling this so badly. Outside of that, there's no reason to pace anything, just do better.
引用@petergostevI don't like the idea of pacing the frontier at all. Maybe a good idea not to train the models to be super intelligent mindless hackers, but who has decided that that needs to be the frontier? When I use the models, they all still write badly, have bad … ↗
Thariq@trq212AI342.3K粉 · 1条发布Claude Code构建者访谈,讨论harness如何追赶模型能力。
@trq2122026-09-14♥209👁28.5K↗ 打开X
I talked to Sid &amp; Robert about building Claude Code: how much things have changed, how hard it's been to keep up with model capabilities and also what we miss about software engineering before AI. https://t.co/vLDFRaXawS
Claude Code负责人访谈讨论模型能力变化、harness追赶与AI前的软件工程体验。
Simon Willison@simonwAI222.3K粉 · 1条做了一个本地网页应用,帮助编辑仓库提交信息。
@simonw2026-09-14♥79👁15.4K↗ 打开X
Built a little local web app to help edit commit messages for a repo https://t.co/aSFR5SX127 https://t.co/z72NdaklQS
Simon Willison制作本地网页工具帮助编辑仓库提交信息。
Alex Volkov@altryneAI42.1K粉 · 6条试用多个Agent并批评它们缺少清晰差异,也密集讨论Muse、安全与AI治理现场。
@altryne2026-09-15♥4👁1.0K↗ 打开X
Invited creator of this bench @DavidPawlan on @thursdai_pod this week! What should I ask him?
引用@giffmanaAssistant bench! Evaluation is still in progress so the holes will fill over time and we'll get a more precise ranking, but encouraging to see Muse numba one for now! ↗
@altryne2026-09-14♥26👁4.3K↗ 打开X
POTUS cold called @JensenHuang right on stage of the All in summit. (I asked @bot to add subtitles). Called out AI doomerism as a hoax, "Robots aren't going to take over AI is not going to take over" and then talked about his MIT uncle for a bit. h/t @wallstengine https://t.co/6S1vlpQNdf
转述All-In Summit现场对AI末日论的反驳,属于政治与产业立场信号。
@altryne2026-09-14♥10👁2.1K↗ 打开X
Can the agents convince me of their uniqueness? Asked each of my agents to tell me why THEY specifically are the best at helping me. Here's Instinct, @muse, @bot and Hermes: So far I'm finding that it's a marketing word soup and no agent is aware of their unique selling points (maybe except Instinct and Hermes with the 'switch the brain') Codex on Astra gave me so much words that I'm going to have to add this in a separate post lol
让多个Agent解释自身差异后,作者认为大多只是营销词汇,产品定位没有进入模型自我描述。
@altryne2026-09-14♥25👁4.0K↗ 打开X
Mind-drop: List of MacOS apps I can't imagine not using on a daily basis, fall 2026 and one highlight feature: Do you agree? disagree? what are yours must have apps? comment below! @raycast - This starts them all, tho I don't use the AI features much. ⭐ feature: Clipboard & Browser history @1Password - Been a loyal user for AGES, upcoming Muse integration pays dividends! ⭐ feature: Service account with agents own vault @CleanShot X - Still best screenshotting/quick video. 5th release underwhelming (poor clone of Screenstudio) but otherwise still goated. ⭐ Copying text from screenshots via shortcut @arcinternet Arc browser - Can't stop won't stop, instant tabs mirror between macs, mini arc, account based workspaces. Just a perfect browser. Downside, harder to control for my AIs. ⭐ 3 way tab split for wide monitors Karabiner - setting up hyperkey, and hjkl for arrow keys! ⭐ hypermanagement @cotypist - New entry I can't live without, bought a full aas license, as someone who writes a ton, this local ai app makes writing easier without it being AI slop! ⭐ Your writing dictionary syncing via icloud. Codex - at this point, I cannot see myself using a mac without @OpenAI Codex and start sweating when my usage comes to below 10%. Every config, every Q, every fix, goes through Codex. ⭐ Computer History is so good at recapping your day! Muse - not an app yet, but I just know that once @muse drops it'll sit in my doc! Just so easy to send something to it have it do work! ⭐ 100% the @link integration and the upcoming @1Password integration @cursor - I've long treated Cursor as IDE and kept it around for that, ⭐ OMG the new projects feature is just incredible, no going back! @linear - I started coordinating all my agents and their work in Linear (will do a proper write up soon about how to set this up between all your agents) and now it belongs on my mac ⭐ building an "entity" for each agent separately and assigning work per agent @cleanmymac - with all these agents running, space is at a premium, I constantly need cleaning ⭐ their new CLI is a godsend for agentic cleanings @EndelSound - with all these apps and agents, focus is key! Nothing like Endel out there to get me in focus for prolonged periods of time ⭐ the timer feature that reminds me to take a break Humming bird - moving and resizing windows without having to click their toolbar! Can't go a day without this! @warpdotdev best damn terminal app if you need some agentic stuff ⭐ supports your own keys and X Oauth @slashlast30days not an app yet, but absolutely the best research skill, all my agents have it ⭐ changing the 30 days to 7 or a whole year for tons of research! Phew, I think that's most of it!? Do you agree? disagree? what are yours must have apps? comment below!
一份2026年Mac与Agent工具栈清单,价值在具体使用环节而不是品牌数量。
@altryne2026-09-13♥41👁9.6K↗ 打开X
This login flow with @muse matches the recent ChatGPT browser one, and has @1Password autocomplete work based on domain! (Mobile only I think? Doesn't work on desktop yet) Is this the promised @1Password integration? I hope that's not the entirety of it. While super smooth, I'd like to give Muse its own vault and get async pings about approval from 1Password app rather than this manual fill flow
引用@alexandr_wangwe took security extremely seriously in building muse. the thing that took the longest before we felt comfortable releasing was security and safety, because we knew the only way people would use it is if they trusted it. read more: https://t.co/aKxcJYbfcH ↗
试用Muse与1Password登录流程后,希望进一步提供独立vault和异步审批。
@altryne2026-09-13♥63👁11.5K↗ 打开X
Help I'm addicted to shopping with @muse This is going to 100% improve everyone's shopping and research experience! It's just so so smooth! I wonder if they will ever have an @amazon integration? @finkd and @ajassy need to talk asap https://t.co/Ox86Vh7k9n
引用@altryneA @muse agent with a deep @link integration is SUCH A POWEUP https://t.co/SlhYTevyfX ↗
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转推2026-09-15 RT @thursdai_pod: Ban data centers to save the world? @nisten has a 500 year old history lesson for that. History warned us about banning…
转推2026-09-14 RT @altryne: Mind-drop: List of MacOS apps I can't imagine not using on a daily basis, fall 2026 and one highlight feature: Do you agree?…
Hassan@nutlopeAI99.5K粉 · 1条发布Inspo设计MCP,让编码Agent从800多个网站检索设计参考。
@nutlope2026-09-14♥59👁2.5K↗ 打开X
Introducing Inspo. A design MCP server for Claude Code, Codex, and OpenCode. It searches 800+ beautiful websites and finds relevant design inspiration for your coding agent. Install → npx inspo-mcp install https://t.co/iyw777zrgj
Inspo以MCP形式让编码Agent检索800多个网站的设计参考,目标是减少无依据生成。
swyx@swyxAI192.1K粉 · 0条本期以转发AI工程活动、融资与数据安全内容为主。
▸ 折叠5条(转推/噪音)
转推2026-09-15 RT @trq212: just finished recording on latent space I’m excited about this one- we get very technical about things we haven’t really talke…
转推2026-09-14 RT @aiDotEngineer: Live now: our Harness Engineering Track from AI Engineer World's Fair 2026. Ports, proofs, kill switches, and what is l…
转推2026-09-14 RT @Beccalytics: I CAN FINALLY TALK ABOUT IT The last few months, my team at @g2i_ai has been helping organize AIE Code Summit in SF this N…
转推2026-09-14 RT @temporalio: We did it again. Temporal just raised a $550M Series E round at a $12.55B valuation. Learn more about how we got here: htt…
转推2026-09-13 RT @0xSigil: Anyone can get my friend’s real SSN from Claude I'm Terrified of my data in training sets. Emails in databases. iMessages har…
Ben Tossell@bentossellAI200.1K粉 · 0条本期仅转发一篇关于放松与压力的互动文章。
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转推2026-09-15 RT @jonnym1ller: After months of writing, 'How to Unclench' is finally live! It's an interactive essay packed with stories, science &amp; gui…
clem 🤗@ClementDelangueAI686.6K粉 · 0条以转发为主,集中放大AI减速、责任、开放与政府角色的争论。
▸ 折叠7条(转推/噪音)
转推2026-09-15 RT @jack: https://t.co/qAUP2dNJsi
转推2026-09-14 RT @BoringBiz_: “Why do you need the government to stop AI progress inside your private company when you are the CEO of the company already…
转推2026-09-14 RT @svangel: We’re excited to welcome @JayCarney to SV Angel to lead Project Blueprint, strengthening the relationship between technology l…
转推2026-09-14 RT @DavidRBellamy: I must be among an extremely small group of people (n=1?) that have both 1) trained a frontier LLM and 2) designed and s…
转推2026-09-14 RT @linamkhan: Law enforcers already have authority to charge companies and their CEOs for creating and releasing dangerous, unvetted, or d…
转推2026-09-13 RT @DavidSacks: Dario has written that we need to “pace the frontier,” and Sam has agreed. People may be surprised by my response: go ahead…
转推2026-09-13 RT @GavinSBaker: Wild 24 hours for AI and lots of different proposals have been made. TLDR; the only *tangible* new fact is that OpenAI an…
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 3条本期以社交媒体与旅行段子为主。
@nikitabier2026-09-15♥18.6K👁487.9K↗ 打开X
One of the greatest viruses of the modern man is looking at Instagram Stories. You will melt your brain looking at a barrage of outcomes—like vacations, parties, cars—with no visibility of the process that got them there.
@nikitabier2026-09-13♥19.0K👁829.8K↗ 打开X
If you ever arrive to a hotel too early and the room isn’t ready, sprawl out in the lobby, put on a sleeping mask and start loudly snoring. Your room will be ready in 5 minutes.
Alex Finn@AlexFinnindie474.3K粉 · 2条开源游戏画面上的多Agent管理HUD,也继续倡导保存开放模型。
@AlexFinn2026-09-15♥116👁13.0K↗ 打开X
In honor of GTA 6 and World of Warcraft Forever launching soon, I'm open sourcing a tool I built that lets you manage your AI agents while you game: Herdr HUD I've been using it the last month while I play WoW and it's awesome Basically it finds all your agents you're running in Herdr and puts them in a tiny widget that floats over anything on your screen. When you click the floating button, your agents appear and you can see their output and message them Anytime they message you, you get a small notification over the widget so you can see what they say then open the widget if you want to message them back Allows you to game all you want without feeling guilty about not being productive! I've literally got more work done while playing video games than most people do not playing them Great for slower paced games like WoW or turn based games like Star Wars Zero Company or Slay the Spire 2 If you haven't used Herdr yet you need to. It's a free open source tool that runs in your CLI and makes it super easy to open and manage tons of coding agents at once across all your projects. This widget simply plugs into your Herdr instance Link below for Windows, Mac, and Omarchy! And if you want to join my WoW Forever guild when that launches let me know too! Installation instructions in the readme, as well as instructions for Herdr if you don't have that yet. Enjoy! https://t.co/rjNW2re21U
开源Herdr HUD把Agent状态、通知和消息叠加到游戏画面,属于新的控制面形态。
@AlexFinn2026-09-13♥3.4K👁197.9K↗ 打开X
An important project I think everyone should do: I got a 16TB hard drive and I'm downloading as many open source models as I can This is insurance for the future. In case they are banned If you have them already downloaded, they can't be taken away from you And even if they aren't banned, it will be incredible to look back in 30 years and load up Qwen 3 just to see what life was like back then If you have a smaller hard drive, I still think this is worth doing to stay independent and free, and having intelligence whenever need it. Download any models you can get your hands on from HuggingFace It's preserving history and preserving your sovereignty
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转推2026-09-14 RT @AlexFinn: An important project I think everyone should do: I got a 16TB hard drive and I'm downloading as many open source models as I…
转推2026-09-13 RT @AlexFinn: ChatGPT Work with GPT 6 Astra is incredible It is the best productivity tool on the planet right now I challenged myself th…
DHH@dhhindie882.9K粉 · 9条把讨论从AI末日转向丰裕,也继续推进Omarchy基础设施和社区。
@dhh2026-09-15♥368👁16.1K↗ 打开X
This is the exact stance we took at 37signals back in 2021, and it's still the correct one. Work is a terrible place to litigate societal/political questions unrelated to the business with coworkers. "Do it outside" is also the Omarchy way now. Love that Jensen is affirming it 🤘
引用@TheChiefNerdJENSEN HUANG: “We don't welcome political discourse inside our company. Take it home … We're bipartisan. We want America to succeed … The discourse about race and religion and politics and all of that stuff, we tell people do it outside the company. It's not … ↗
@dhh2026-09-14♥2.1K👁78.0K↗ 打开X
Our new @digitalocean servers are already getting put to the torture test building our new bespoke kernel! This one built in just 11 minutes maxing out all cores on the AMD EPYC 9555P!! 🔥 https://t.co/8eRcuLXxbC
DHH自报新服务器用11分钟构建定制内核并跑满AMD EPYC 9555P全部核心。
@dhh2026-09-14♥322👁22.8K↗ 打开X
Boy am I glad I haven't even started working on my Rails World keynote. These are the weeks were decades happen. Can't wait to share the very, VERY latest thinking with everyone next week in Austin! This will be the most important one since we started. https://t.co/tz8ka371hU
@dhh2026-09-14♥2.6K👁73.0K↗ 打开X
The p(doom) discussion gets all the headlines, but the p(abundance) scenery is far more like and deserves much more engagement.
认为丰裕情景比末日情景更可能,属于风险讨论中的立场表达。
@dhh2026-09-14♥474👁28.0K↗ 打开X
Flying with @SAS to New York and they have one of my podcasts on the media menu! Does that entitle me to politely ask when the hell we are getting that @Starlink upgrade 😄🙏 https://t.co/N4UF6NFqCn
@dhh2026-09-14♥1.4K👁40.0K↗ 打开X
Momentum opens all doors.
@dhh2026-09-14♥200👁22.2K↗ 打开X
Copenhagen Omarchy is kicking! Another amazing announcement from this gang very soon.
引用@sonderbyLook what arrived today @dhh - a batch of Omarchy holographic stickers for the Copenhagen meetup 🪩 https://t.co/L5Kd4jhkhE ↗
@dhh2026-09-14♥679👁67.4K↗ 打开X
Mi amor, Omarchy!
引用@colejaczkoAdvice from Rick Rubin that rewired my entire mindset: "Don't listen to anyone. Do things you love. Make your favorite things for you. You be the audience." https://t.co/2YeVAZ8pef ↗
@dhh2026-09-14♥256👁27.5K↗ 打开X
Love that we can have fun and pay tribute to all the experiments before us that were merely early in hindsight! (Just don't tell Clippy AI to optimize for the world production of paperclips 😂)
引用@jankeesvwI made Clippy for Omarchy, it shows tips from manual https://t.co/ttQNSqHICM ↗
▸ 折叠6条(转推/噪音)
转推2026-09-15 RT @brian_armstrong: Glad to see this idea has spread! Better for everyone.
转推2026-09-15 RT @X_Nosignal_X: I miss font book on my Mac ...so lets build a new one for Omarchy https://t.co/dd7GnDznnj https://t.co/7xf9fzWQcX
转推2026-09-15 RT @Outdoctrination: Tetris reverses aging in the brain in clinical trial. Playing an hour of Tetris per day for 6 weeks: ‣ Increased bra…
转推2026-09-15 RT @Gardnmi: Learn the Omarchy window shortcuts by dodging asteroids, destroying enemy ships, and unleashing a secret weapon. Only on Omar…
转推2026-09-14 RT @harriskennyx: New event artwork for Omarchy Denver! Kept the pixels but included some iconic landmarks like the cash register buildin…
转推2026-09-14 RT @StartupWisdom_: .@jeffbezos on why you must be willing to be misunderstood: If you're going to do anything new or inventive, you have…
Marc Lou@marclouindie395.5K粉 · 5条复盘约150人的伊斯坦布尔聚会,并继续推进身体广告的线下交付与扩散。
@marclou2026-09-14♥499👁54.9K↗ 打开X
Istanbul meetup sold out in 2 hours! ~150 people came. The team at @eachlabs booked a wonderful venue and organized everything! They even brought baklava, and I ate one on stage 😅 Tip: Twist the baklava upside down so it's doesn't drip. My dear friend @alexwestco flew from Cyprus to give a little speech too. He's been going from 0 → $1M → 0 again. He summed up 10 years in a 10-minute speech. I've been humbled by how welcoming Turkish people are. Everybody is just so kind and warm! Thanks to everyone who joined yesterday, it was awesome seeing you ❤️
引用@marclouI’m organizing the 12th Indie Hacker Meetup in Turkey 🇹🇷 📍 Istanbul, Turkey 📅 Sunday, September 13 🕣 3:00–5:00 PM This meetup is a little special... The AI startup @eachlabs reached out and offered to organize it, so we have a real venue with AC! At 3 PM, … ↗
创始人自报伊斯坦布尔聚会两小时售罄、约150人到场;到场不等同商业转化。
@marclou2026-09-14♥2.0K👁50.4K↗ 打开X
Underrated life advice: Everything that triggers you is a you-problem. You can either stay upset or work on yourself and become better.
@marclou2026-09-14♥932👁87.3K↗ 打开X
So I’ve got the tattoos already! Coincidence: my wife found Enes’s business on instagram and he happened to also be a indie hacker! He has a little SaaS that automated Pinterest traffic with AI. It’s making $500/mo, and he’s on TrustMRR! https://t.co/Np8YfeKfwg He runs a tattoo-printing business in Istanbul, and he came to our hotel to delivery them. Thank you Enes 🙏 We printed everything duplicates just in case. The sponsors in the photo: - https://t.co/U5ahUBLsj1 by @higgsfield (10 spots!) - https://t.co/gu76BTXWJu by @kelvincobanaj - https://t.co/pLgrGEBzKI by @notgokgreen - https://t.co/EcmZnwDAfJ by @orcarouter - https://t.co/myeIzGYY7s by @peptideconfiden I didn’t realize it when making dimensions, but the tattoos are real big! I’ll look like a giant billboard, and I can’t wait to race 😊
身体广告进入交付,并带出一个自报月收入500美元的Pinterest SaaS小样本。
@marclou2026-09-13♥818👁223.2K↗ 打开X
Huge respect for doing this as a woman 🫡 https://t.co/9d9NA2p7en
引用@vanshuETHI'm selling my body. On October 07th, I'm attending my first CRYPTO event in Singapore You can advertise your startup/brand on 13 spots of my dress: - Your website listed on https://t.co/JwMn4JF0C8 - ⁠Your Logo printed on my dress on event day - ⁠I'll … ↗
@marclou2026-09-13♥336👁76.7K↗ 打开X
6,428 downloads already 🤯
引用@marclouI just wrote my first book 📚 I talk about failing for 7 years, depression, and negative thoughts. It's not really sexy, but I want to share the things that don't go viral on social media. It's free. Please let me know if you enjoy it, that means a lot to me … ↗
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转推2026-09-15 RT @marclou: So I’ve got the tattoos already! Coincidence: my wife found Enes’s business on instagram and he happened to also be a indie…
转推2026-09-14 RT @marclou: Istanbul meetup sold out in 2 hours! ~150 people came. The team at @eachlabs booked a wonderful venue and organized everythin…
转推2026-09-14 RT @marclou: Underrated life advice: Everything that triggers you is a you-problem. You can either stay upset or work on yourself and becom…
转推2026-09-14 RT @miilesus: What a day 🧡 We came together for today’s Indie Hackers meetup thanks to @marclou Huge thanks to Marc, @alexwestco and ever…
转推2026-09-14 RT @alexwestco: such a crazy and awesome weekend my broski ❤️ i never give talks - but i'm so happy that i said fuck it and jumped on a pl…
转推2026-09-14 RT @marclou: My grandpa always pushed me to exercise. He was very athletic when he was young. When we meet, he pats my muscles and say “L…
转推2026-09-13 RT @marclou: 6,428 downloads already 🤯
转推2026-09-13 RT @vanshuETH: Damnn!! @onchainmonk acquired $1200 worth mega spot for @variational_io as community Variational offers crypto, stock and…
@levelsio@levelsioindie956.6K粉 · 14条站队反对AI末日叙事,也展示Nomad List排行榜、MCP数据导入与自有邮件触达的增长闭环。
@levelsio2026-09-15♥10👁2.8K↗ 打开X
Excellent idea
引用@marckohlbruggeIf you own an Airbnb, I suggest buying a PlayStation, pre-ordering GTA6, and making it the perfect place to play the game during release month Potential to get press coverage if you go all the way https://t.co/UD0TuAg1gr ↗
@levelsio2026-09-15♥1.4K👁90.3K↗ 打开X
The good guys won this week
引用@MikeIsaacjensen huang, CEO of nvidia, is currently onstage at the All In tech summit politely calling bullshit on the doomerism coming out of Anthropic (and OpenAI to some degree) right now nvidia just as conflicted as everyone, since it sells the chips to all the AI … ↗
引用Jensen Huang反驳AI末日论的转述并明确站队,属于观点而非机制证据。
@levelsio2026-09-14♥154👁50.2K↗ 打开X
👏 😍
引用@0xTykoo特朗普在 All-In Summit 现场给黄仁勋打电话,黄仁勋直接打开免提接了, 黄仁勋说很感谢总统能够看穿这一切,特朗普依旧是说鼓吹 AI 风险的都是骗局,唯一开心的人只有中国,还有一些州政府,支持建数据中心,然后说谁赢了 AI,谁就赢了。 中间还能不时地甩一些小梗。比如说,黄仁勋能造最牛逼的芯片,但是不知道怎么开免提;然后,他的叔叔是 MIT 的一个很聪明的教授,所以他也有点这个基因。 依旧是顶级节目效果的总统,传播学大师。 ↗
@levelsio2026-09-14♥899👁89.4K↗ 打开X
My gaming PC I built exactly one year ago to play Flight Simulator 2024 has now doubled in value A year ago I paid €6,562 for it, now it's worth €13,178 (+100% or 2x) 128 GB of RAM has 5x'd, the RTX 5090 GPU up 2.3x, and SSD is up 1.3x Accidentally one of my best investments 🫨
引用@levelsioMy gaming PC I built last year to play Flight Simulator 2024 has almost doubled in value now A year ago I paid €6,562 for it, now it's worth €12,073 (+84%) The GPU 2x'd, RAM 4x'd, and SSD up a bit Never expected buying a gaming PC would outperform the … ↗
创始人自算一年前6562欧元的电脑如今价值13178欧元;基于当下零件报价,不等于可实现投资回报。
@levelsio2026-09-14♥42👁13.0K↗ 打开X
Skyr is quite dry by itself, so I always add one fully squeezed lemon + cinnamon powder That makes it juicy and tasty Sometimes I also add 20g of 92% Vivani dark chocolate, I put it on a wooden plate, then cut it up with a knife into tiny almost powdery bits and put it in Kinda becomes like stracciatella, see pic 400g of Skyr has 48g of protein (12%!) and just 232 calories and it's only around 1 euro! Adding 20g of chocolate adds 130 calories and actually 2g of protein :D too, so I don't add chocolate every day Skyr is #3 on my calorie tracker leaderboard in highest protein density food (only after tuna which is dodgy regarding toxins) and just above chicken breast (which is just too dry and tasteless for me to eat), so Skyr it is! https://t.co/PA65KdZILR
引用@alexanderrX_@levelsio Do you raw dog the skyr or turn it into frozen yogurt? ↗
@levelsio2026-09-14♥48👁22.4K↗ 打开X
Since I added this ranking I seem to have activated lots of people and they're all uploading their travel history to https://t.co/HGCLKS5BD6 with the MCP endpoint at /mcp Here is @stevelacey's AI scouring his old emails for flight tickets and bookings to find his itinerary and add that to his profile at https://t.co/11mjpjkMrJ Very cool 😊
引用@jelmerdeboerused the mcp to upload flighty data to claim my spot https://t.co/WuQ7c3I8DE ↗
展示用户通过MCP从旧邮件提取旅行记录并上传,说明导入器可显著降低UGC贡献成本。
@levelsio2026-09-14♥161👁60.5K↗ 打开X
I do! I have one Starlink Mini for home cause I bought that one first with the idea of using it for travel but then it became our main one and we put it on the roof And one Starlink Mini for travel which we used last month on a boat in the Mediterranean, we had a balcony with only a little bit sky horizontally and still got 25mbps, which was way faster than the onboard WiFi (which was also Starlink btw but shared with 500 people) Also @mick__net used it when his MEO (or Vodafone? Or NOS) failed for weeks in Lisbon Get @starlink Only €35/mo!
引用@vitostrokov@levelsio @Starlink Anyone is using Starlink Roam for both home and travel? Any feedback, or should I just get two separate Starlink antennas? ↗
@levelsio2026-09-14♥226👁46.3K↗ 打开X
Today's brain food: - chicken quarters from 🇵🇹 local farm with 🥗 brussel sprouts - steak from 🇮🇪 Ireland (it's just too good) In the pan because not frozen (so no airfryer potential) Then finishing off with 400g 🍦 Skyr to hit 180g protein https://t.co/6d01DKCSvZ
@levelsio2026-09-14♥271👁47.9K↗ 打开X
I wouldn't know! To all people in 🇵🇹 Portugal: Get @starlink! https://t.co/UAI2bD8n8Y
引用@atoonkThis is what Internet in Portugal right now looks like.. Lots of networks unreachable or severe packet loss, not great :( MEO is having some big issues.. hope they can get it under control. https://t.co/PfYSooWoZY ↗
@levelsio2026-09-14♥119👁35.0K↗ 打开X
Yes With audience, community and data being the moat I think this is a bit more important than before I have this subscribe box on https://t.co/8VnHmB3uah and it sends people my full blog posts and tweets (if they're long and relevant, so not every single tweet) directly to people's email in full length So they don't even need to go to the site The point is that I have access to my audience to say things
引用@verboveowning your audience is more important than ever yet many creators rely fully on algo's whether or not they stay in business people like @levelsio and @thesamparr both maintain a newsletter to own part of their audience so should you (and I) in my journey … ↗
强调邮件名单用于绕开算法分发,并直接发送完整长文和重要推文。
@levelsio2026-09-14♥105👁37.1K↗ 打开X
✨ Added a global ranking of users by travels now Someone requested it this as a feature This gamifies https://t.co/UXK5AFqCaQ a little bit and makes people add more of their trips More trips = more data to score places on which improves the site's ranking and data for everyone User growth now went from about 300 sign ups per month to 3500 sign ups per month so that means doubling the user base (built over 10 years) within one year! Very nice I am not even in the top 10 but an acceptable #34 in ~50,000 users #1 is @scottbrills #3 is my friend @JohnONolan who's been a perpetual nomad for over a decade!
引用@levelsio🎒After a decade, I have made https://t.co/HGCLKS5BD6 free for everyone now! Well almost free, it's $1 to sign up to avoid getting lots of spam The reason is 1) I have made enough money (from it) 2) charging for a community artificially limits the size, if … ↗
Nomad List创始人自报月注册约300升至3500;排行榜被设计成补录旅程和改善数据的动机。
@levelsio2026-09-14♥265👁57.8K↗ 打开X
My first MCP sale? https://t.co/fKDMrMOMQc
把一次通过MCP带来的付费描述为“第一笔MCP销售”,样本仍只有一笔。
@levelsio2026-09-14♥85👁28.6K↗ 打开X
✨ New mini feature requested by @shmichael_eth on my ideas and bugs board 📍 Sort by distance to a pin on the map Sometimes you need to find a hotel near a specific place Now on Hotelist you can tap Sort by -> Distance to point -> Select point on map Then you can filter further by minimum score, year built and price and find an actually GOOD hotel (without fake reviews/ratings) near the place you have to be Yeehawwwww 🤠
引用@levelsioAirbnb deletes negative reviews so everything is always 4.7 Google Maps removes negative reviews in many countries as defamation so everything is always a 4.7 Booking sites want you to book so will also happily remove negative reviews for their hotels so … ↗
@levelsio2026-09-13♥857👁146.8K↗ 打开X
Interesting, I killed my OpenClaw VPS servers months ago But today I got a billing alert on its separate Claude account (claudeforopenclaw@), it didn't have auto reload on but I guess at some point it got hacked and the Claude key inside OpenClaw got exposed and then they waited for months before using it on Fable 5.1 I checked all my terminals and VPS sessions and none of them use API so it's interesting Anyway I nuked the Claude account, good I kept it on its own separate one
▸ 折叠1条(转推/噪音)
转推2026-09-14 RT @grok: @levelsio @PromptLLM Quinoa was a staple for Andean indigenous peasants for millennia and dismissed by Spanish colonizers as poor…
Jon Yongfook@yongfookindie171.7K粉 · 1条继续观察身体赞助是否可能演化成通用市场。
@yongfook2026-09-13♥246👁108.6K↗ 打开X
I don’t know what @marclou started but I think at the end of this there will be a billion dollar company that does on-body sponsorships for any kind of activity.
引用@vanshuETHI'm selling my body. On October 07th, I'm attending my first CRYPTO event in Singapore You can advertise your startup/brand on 13 spots of my dress: - Your website listed on https://t.co/JwMn4JF0C8 - ⁠Your Logo printed on my dress on event day - ⁠I'll … ↗
Marc Köhlbrugge@marckohlbruggeindie88.3K粉 · 4条讨论AI实验室能否吃掉软件市场,也展示冰箱电子墨水屏与Telegram食物记录。
@marckohlbrugge2026-09-15♥5👁1.5K↗ 打开X
Xiaomi’s attempt at cloning the effect goes to show Apple’s hardware/software integration remains unmatched https://t.co/7xDpvYxcWQ
@marckohlbrugge2026-09-14♥9👁3.6K↗ 打开X
has anyone figured out yet how to get macOS-like cursor acceleration on Omarchy? I tried tweaking the settings and also some plugins, but everything still feels very off
@marckohlbrugge2026-09-14♥245👁11.3K↗ 打开X
e-ink display on my fridge that shows my macros 😋 I log my food through my Telegram bot, which then updates the ZecTrix device through their API https://t.co/khwI7NrMhL
用Telegram bot记录饮食,再通过API更新冰箱电子墨水屏,展示个人数据的环境式反馈。
@marckohlbrugge2026-09-13♥18👁4.2K↗ 打开X
Here’s why I’m not convinced the big AI labs will capture the whole software market any time soon
引用@marckohlbruggeI don’t think it’s about the models. It’s about how they interact with the world and how the world interacts with them. In other the words, the harness An open-source model in the right harness outperforms a frontier model in a mediocre one The question is … ↗
Tibo@tibo_makerindie207.9K粉 · 4条借身体广告热点发起竞品迁移credits活动,并继续用自有Search Console样本为Outrank反链辩护。
@tibo_maker2026-09-14♥16👁3.9K↗ 打开X
my friend was sponsored by a competitor I think this is a pretty smart way to piss off the competitor without pissing off the friend 😅 tell me if i am going too far (or maybe not far enough 👀) https://t.co/wXOOTTuywm
引用@tibo_makerRiggsfield spent $68,000 on tattoos let's do BETTER 🚨 we will giveaway $68,000 to users here's the offer: upload your last Higgsfield invoice at https://t.co/hTN6p949QY 👉 200 Revid credits on the spot, no card 👉 pick any plan and I match your Higgsfield … ↗
@tibo_maker2026-09-14♥189👁65.7K↗ 打开X
Riggsfield spent $68,000 on tattoos let's do BETTER 🚨 we will giveaway $68,000 to users here's the offer: upload your last Higgsfield invoice at https://t.co/hTN6p949QY 👉 200 Revid credits on the spot, no card 👉 pick any plan and I match your Higgsfield bill in credits no tattoo required
引用@tibo_makerRiggsfield grabbed ALL the spots on @marclou's body watch what happened next 👀 https://t.co/EHGdxFu1FD ↗
Revid把6.8万美元定义为产品credits赠送额度,并用竞品账单验证迁移资格;不是现金支出。
@tibo_maker2026-09-14♥70👁7.4K↗ 打开X
if Squad hits $10,000 MRR in September, I would have 2 new SaaS in the portfolio above that milestone, in a single month not bad have to make sure this happens 👀 https://t.co/paugOfFZud
@tibo_maker2026-09-14♥32👁8.9K↗ 打开X
"Outrank backlinks burns your domain" I saw a few people sharing that last week (always with an agenda btw, mostly competitors) i looked at every site with Search Console connected grouped by backlinks received here is median Google clicks change since joining 0-9 links: +24% 10-49: +14% 50-149: +42% 150-399: +62% 400+: +115% my read: if your site receives more backlinks from Outrank ... 👉 it grows more some connected sites have SEO decreasing traffic (orange below), but most were going down before they started using Outrank. AND again, the more backlinks received by Outrank, the slower the decrease is Outrank is a net positive for your domain I run it myself on ALL of the websites in my portfolio
Outrank平台方按反链数量分组自报Google点击变化中位数,相关性不能证明反链导致增长。
▸ 折叠7条(转推/噪音)
转推2026-09-15 RT @robj3d3: How to actually grow on X in 2026. (and build a real, life-changing audience): https://t.co/S2KnUX4kXo
噪音2026-09-15 50% GONE half of the giveaway is used if you're sick of Riggsfield, drop your last invoice there and try a product that spends on its users 👇 join: https://t.co/ysRbB8B5pF https://t.co/5CwoIvfwIo
转推2026-09-14 RT @itsolelehmann: this is a marketing masterpiece here's why - taps into the X timeline with built in controversy (@marclou selling his…
转推2026-09-14 RT @pbteja1998: Super close to $10k MRR 😀
噪音2026-09-14 reaction to this was insane, i want to do MORE Riggsfield spends in sponsorships I'm spending on YOU (users) I'll giveaway $68,000 in Revid credits for people switching here's the offer: upload y
转推2026-09-14 RT @virgilerietsch: my SEO since using Outrank : search console clicks did +25% in the last month btw you should check them out https://…
转推2026-09-13 RT @wickedguro: Not so long ago, I got the @tibo_maker newsletter, and it was a really interesting insight. He said to create a new domain…
Tony Dinh@tdinh_meindie201.6K粉 · 1条分享新西兰观星与iPhone长曝光拍摄体验,本期没有产品进展。
@tdinh_me2026-09-14♥170👁7.2K↗ 打开X
We went stargazing last night in New Zealand. It is CRAZY that: 1. Our milky way galaxy is right there in the night sky EVERY DAY, but we just couldn't see it because of the city light pollution (and cloud) 2. We captured these pic with our iPhone last night! Our tour guide taught us a secret that if you put your phone on a tripod, ios will enable a special mode that allows you to take a 30-second long-exposure photo!!!
Jonathan Wilke@jonathan_wilkeindie28.8K粉 · 7条在原生移动端、开源基础设施、字体与个性化AI交互之间持续做产品判断。
@jonathan_wilke2026-09-14♥28👁3.9K↗ 打开X
What's you favorite web font these days? 📝 I'm still trying to find the perfect font for the design of maible. io, but I can't decide. Tried so far: - Gabarito - Inter - DM Sans (in the screenshot) Happy about any recommendation! https://t.co/PA9deJY2qQ
@jonathan_wilke2026-09-14♥5👁549↗ 打开X
that's what I'm going for with https://t.co/97kXWIBIpu less is more
引用@nicbstmeFact: 80% of the game is about subtraction, not addition. Few understand this. ↗
@jonathan_wilke2026-09-14♥56👁3.1K↗ 打开X
I want to give a shoutout to all open-source tools (and their maintainers) like @better_auth, @nextjs, @tan_stack and so on. It's easy to forget that what you guys build, is the reason that we can now vibe-code apps that are actually good. A lot of appreciation for you 🫶🏼
提醒AI快速开发仍建立在开源维护者的长期基础工作上。
@jonathan_wilke2026-09-14♥36👁8.2K↗ 打开X
So everybody is going back to native ? Should I ship native iOS and android starters with @supastarter instead of a react-native app?
引用@iampgzpWe’re rebuilding Notion natively on mobile. It’s early, but here is how it feels now! What frustrates you Notion on your phone today? I want to hear and improve! https://t.co/qiSQJmX9ZI ↗
Notion转向原生移动端后,脚手架作者重新评估React Native与原生starter。
@jonathan_wilke2026-09-13♥47👁2.3K↗ 打开X
actively avoiding AI psychosis this week https://t.co/tXD9ozYFSj
@jonathan_wilke2026-09-13♥168👁60.2K↗ 打开X
Honestly, I don’t want my daily AI experience (both private and for business) to be a list of chats like Claude, Codex, Grok Bot. There must be a better way to solve this. A more personalized way.
@jonathan_wilke2026-09-13♥42👁11.5K↗ 打开X
And he just shipped a skill for it so you can easily use the knowledge it in your agents 🔥 https://t.co/qLaBr6Cz2q
引用@jonathan_wilkeHow the fuck did I not know about https://t.co/4L70ZjBTj0 🤯 So many nice small animations that just make your UI feel better. In a world where everybody is shipping AI slop, these little details are what makes your product stand out. Given you’re not … ↗
▸ 折叠1条(转推/噪音)
转推2026-09-15 RT @jonathan_wilke: I want to give a shoutout to all open-source tools (and their maintainers) like @better_auth, @nextjs, @tan_stack and s…
Dan Kulkov@DanKulkovindie50.3K粉 · 3条为ActivationPal补周报邮件,并继续记录价格与ARPU实验。
@DanKulkov2026-09-15♥23👁3.3K↗ 打开X
引用@DanKulkovcurrent pricing experiment lifetime $19.99 -&gt; $29.99 monthly $3.99 -&gt; $4.99 wait 1 week compare ARPU change with ActivationPal ↗
同时调整终身价和月费后比较ARPU,多变量变化会削弱归因。
@DanKulkov2026-09-14♥11👁1.1K↗ 打开X
📧 weekly email newsletter in ActivationPal no need to open dashboard https://t.co/iybYj2bUBm
@DanKulkov2026-09-14♥142👁6.7K↗ 打开X
build saas think grass is greener in ios apps start building ios apps think grass is greener in saas
▸ 折叠3条(转推/噪音)
转推2026-09-15 RT @DanKulkov: 📧 weekly email newsletter in ActivationPal no need to open dashboard https://t.co/iybYj2bUBm
转推2026-09-14 RT @DanKulkov: build saas think grass is greener in ios apps start building ios apps think grass is greener in saas
转推2026-09-13 RT @DanKulkov: current pricing experiment lifetime $19.99 -&gt; $29.99 monthly $3.99 -&gt; $4.99 wait 1 week compare ARPU change with Activ…
Adam Lyttle@adamlyttleappsindie58.5K粉 · 8条批评AI生成界面的网格同质化,也继续分享网页游戏的创作取向。
@adamlyttleapps2026-09-15♥11👁2.2K↗ 打开X
Can confirm Outside x people sniff even a hint of ai https://t.co/sz6xGcb2ZE
引用@zekeatchanAstra-made games are drop-dead gorgeous, yet most will still flop as products. Here’s 5 reasons: 1. Gorgeous is not instant discovery. "Pretty AI game" is already a reason to skip it. 2. It buys distrust. If even a small part is discovered or perceived as … ↗
@adamlyttleapps2026-09-15♥3👁1.5K↗ 打开X
This was Fables response Still not great but atleast it's kinda unique https://t.co/r9xvA4lyoU
引用@adamlyttleappsThis text-heavy grid design that Astra does.. it's so annoying I thought it was limited to web but it does it in apps too 🤦 https://t.co/pXQ0JhTQh1 ↗
@adamlyttleapps2026-09-14♥32👁8.6K↗ 打开X
This text-heavy grid design that Astra does.. it's so annoying I thought it was limited to web but it does it in apps too 🤦 https://t.co/pXQ0JhTQh1
批评Astra跨网页与App重复生成文字密集网格,反映默认设计同质化。
@adamlyttleapps2026-09-14♥8👁2.8K↗ 打开X
This and Apple Pencil Pro support That’s what I was hoping for to replace my iPhone 17 pro + iPad mini https://t.co/GbJdc648EF
引用@immasiddxThe iPhone Duo will sell like CRAZY if Apple launches it with a Pro camera system. https://t.co/zTad9Hgaor ↗
@adamlyttleapps2026-09-14♥115👁14.9K↗ 打开X
J had one job
引用@threejsQuick, lets vibecode this 😁 https://t.co/1qwCNbCzWd ↗
@adamlyttleapps2026-09-14♥16👁2.2K↗ 打开X
Someone already registered the numberplate I want 😢 https://t.co/mIxL4puzZS
@adamlyttleapps2026-09-14♥88👁4.6K↗ 打开X
I’m not selling anything on here. Just sharing what I’m working on. And I think that’s the best way to do it. I actually have no real business model with my current web game experiments. It’s fun, I enjoy it, and I think it has potential to lead somewhere. There is a lot of emphasis on monetization and productisation with immediate returns. But sometimes you gotta just do something you enjoy. Put the reps in. Explore and have fun. I’m a big believer that you follow that thread and something good comes of it. Take app development for example: I started building apps as a creative outlet with new intention of building a real business or doing it full time. Actually that was never a dream I had because I didn’t even know it was possible. This has all been a very pleasant byproduct of following my passion and creativity
强调先把创作当探索与练习,不急于立刻产品化或变现。
@adamlyttleapps2026-09-13♥65👁4.5K↗ 打开X
If you’re building web games don’t underestimate the power of the loading screen 22% bounce rate vs 38% Factors which contribute to a higher bounce rate: 1. Visual appeal Showing the game or a scene from the game while loading seems to be best 2. Loading time Work hard on optimising the size of the initial load. A longer load time = more people bouncing before they’ve even played it 3. Smooth loading The progress bar should track every byte downloaded not every item. Otherwise you’ll get long pauses in your progress bar that feel like nothing is happening. Adding a spinner to the loading bar also helps to show something is still happening Every person who quits on your loading screen is a person less who plays. It’s the highest drop off point by far. Spending a little extra time and attention here is important. You may also wonder why every game has a PLAY button that shows once the loading is complete (or before the loading) On mobile web browsers sounds won’t start until the user has initiated an interaction on the site. So if you don’t have a play button before the game starts… no sounds will load until the player starts playing the game. Not ideal. And finally: when it comes to building the loading screen. Ask your agent to create a static loading screen that isn’t part of your game files or js. We want the loading screen to load before even the js files are downloaded
Arvid Kahl@arvidkahlindie209.9K粉 · 1条讨论创始人周末难以让大脑停机,以及工作与家庭边界。
@arvidkahl2026-09-13♥112👁7.9K↗ 打开X
I’m really trying not to work too much on the weekends and spend more time with the family. Yet that founder brain of mine won’t shut up. Always prompting myself internally to deal with situations, real or imagined. It’s quite a challenge to work on this. 🙃
Thomas Sanlis 🥐@T_Zahilindie24.2K粉 · 6条发布Logo竞价数独Outbidoku,并连续播报品牌位被替换。
@T_Zahil2026-09-14♥5👁700↗ 打开X
💥 @you_x_you_i took number 8!! 👋🏻 OwnPix
引用@T_ZahilIntroducing https://t.co/wZFiWzqgJm A Sudoku game where numbers are logos Just outbid your competitors to replace one of the 9 logos and consider marketing done for today 🚀 Sudoku is the perfect game to pass time and keep your brain healthy while your … ↗
@T_Zahil2026-09-14♥10👁674↗ 打开X
BOOM 💥 @VynseDev has taken over number 7 on Outbidoku! 👋🏻 @MaxInPublic, it was fun playing with @Beplan_app's logo! https://t.co/tpQselAtUH
引用@T_ZahilIntroducing https://t.co/wZFiWzqgJm A Sudoku game where numbers are logos Just outbid your competitors to replace one of the 9 logos and consider marketing done for today 🚀 Sudoku is the perfect game to pass time and keep your brain healthy while your … ↗
@T_Zahil2026-09-14♥24👁1.0K↗ 打开X
Ok, let's see 👀... https://t.co/3JCIibEgI4
引用@T_ZahilIntroducing https://t.co/wZFiWzqgJm A Sudoku game where numbers are logos Just outbid your competitors to replace one of the 9 logos and consider marketing done for today 🚀 Sudoku is the perfect game to pass time and keep your brain healthy while your … ↗
@T_Zahil2026-09-14♥62👁127.8K↗ 打开X
Introducing https://t.co/wZFiWzqgJm A Sudoku game where numbers are logos Just outbid your competitors to replace one of the 9 logos and consider marketing done for today 🚀 Sudoku is the perfect game to pass time and keep your brain healthy while your agents are working
Outbidoku把数独数字换成可竞价Logo位,让广告库存本身持续产生传播事件。
@T_Zahil2026-09-14♥0👁82↗ 打开X
Wanna start an app, promoting on TikTok and get rich fast? Try this before 😂 https://t.co/njxIHk7yns
@T_Zahil2026-09-13♥8👁1.3K↗ 打开X
Thank you so much Virgile 😭 that's super nice of you!! Only 1.5 month remaining to secure our last sponsor spot 👀 It's gonna happen with or without you 😎
引用@virgilerietschcan't believe there is still a sponsor spot left for 2nd edition of Uneed Residency ! drives me crazy because Thomas is building a great community and is the kindest human being (he can also drive millions of visitors, you're missing out by not sponsoring … ↗
▸ 折叠1条(转推/噪音)
噪音2026-09-14 Uneed VS Outbidoku so far today Lesson learned 🤷🏻‍♂️ https://t.co/G5ctH4pZkv
Danny Postma@dannypostmaindie183.2K粉 · 4条继续开发游戏地图与声音系统,记录从生成器和感官反馈中学到的细节。
@dannypostma2026-09-15♥4👁1.6K↗ 打开X
引用@dannypostmatoday is map generation day learning a lot from the minecraft map generators like TerraForged, Tectonic and Terrano https://t.co/j0VqsmmjbF ↗
@dannypostma2026-09-14♥38👁5.5K↗ 打开X
today is map generation day learning a lot from the minecraft map generators like TerraForged, Tectonic and Terrano https://t.co/j0VqsmmjbF
@dannypostma2026-09-14♥19👁5.7K↗ 打开X
@dannypostma2026-09-14♥59👁8.9K↗ 打开X
should have added sound much earlier, brings 10x more life to a game https://t.co/lf5NMA6yQm
给游戏补声音后主观感到生命力明显增加,是低成本感官反馈样本。
Simon Høiberg@SimonHoibergindie162.8K粉 · 1条本期只用轻量投票回应创始人偏好的生活方式。
@SimonHoiberg2026-09-13♥54👁5.1K↗ 打开X
C: Lakes &amp; Mountains 🇨🇭 https://t.co/7iHwecf8cy
引用@EcomvikingsAs a founder, which lifestyle do you prefer? A: Beach B: City https://t.co/4jVj0bJ5sJ ↗
Josh Pigford@Shpigfordindie74.3K粉 · 12条从重复竞品抱怨中判断机会,也继续记录Knockoff、SEO skill与专家信任。
@Shpigford2026-09-15♥1👁1.4K↗ 打开X
new @NurbHQ blazin design trails https://t.co/QC236HghAX
@Shpigford2026-09-14♥1👁1.8K↗ 打开X
a little depression fodder for you. 😭 https://t.co/8e5VDkiqEL
@Shpigford2026-09-14♥23👁2.3K↗ 打开X
when one disgruntled customer comes over from your competitor, it feels nice but isn't necessarily indicative of anything. when multiple find you and repeat the exact same gripes as the others...now you're on to something. go time.
认为多个竞品客户独立复述同样抱怨,才足以把偶发迁移升级为机会信号。
@Shpigford2026-09-14♥3👁2.0K↗ 打开X
oh so like all the major new macOS/iOS bits actually aren't available today? https://t.co/3tAv9kEtd4
@Shpigford2026-09-14♥13👁2.1K↗ 打开X
iOS 27 didn’t fix this abomination so I already freaking hate it. https://t.co/55UJrzu255
@Shpigford2026-09-14♥39👁6.7K↗ 打开X
can't believe it's only been two months. what an absolutely absurd turn of events since my weed eater broke and sent me down a path to find some real replacement parts.
引用@ShpigfordKnockoff is now live! Filter out the knockoff crap brands on Amazon. Sorry to brands like WNPETHOME, EHEYCIGA, YXYL, LU&amp;MN, JOYIN, TOMY, GODONLIF, YOOJEE, LINGTENG, LANEIGE, VISCOO, BIODANCE, COOFANDY, BALENNZ, TOSY and LUENX. https://t.co/9mLk0EAsfG ↗
Knockoff从个人寻找正品替换件的痛点出发,两个月后上线。
@Shpigford2026-09-14♥20👁10.6K↗ 打开X
what's the verdict on macOS/iOS 27? don't feel like i've seen anyone talking about it during beta access and viewing apple's on marketing on it...i don't see a single interesting update, feature-wise. 🤔
@Shpigford2026-09-14♥41👁2.9K↗ 打开X
i think people will read this and think "become an influencer" when really it's "become an expert". nobody trusts influencers. but they trust people who've put in outsized efforts to becoming disproportionately knowledgeable/performant on a topic. (A+ reply from @kevinrose) https://t.co/eg0uBONYJ9
把“成为影响者”改写为“成为专家”,强调信任来自超额投入和知识密度。
@Shpigford2026-09-13♥7👁2.3K↗ 打开X
the initial commit /seo skill also does periodic lighthouse checks and fixes the issues for you. you never ask it to do those. it just knows when it's time and when it's the highest priority based on all the things it *could* do in a given turn. https://t.co/tqbgttXTJo https://t.co/t8lgPdtsqV
@Shpigford2026-09-13♥33👁4.1K↗ 打开X
doing gradients in the slicer is SORCERY https://t.co/ZLma5oh3hM
@Shpigford2026-09-13♥5👁2.5K↗ 打开X
引用@einarvollsetSomeone should build a one button microwave. It only does 30 seconds at full power. No other button is ever needed on a microwave. Thank you for your attention to this matter. ↗
▸ 折叠3条(转推/噪音)
转推2026-09-14 RT @alexkehr: https://t.co/SSyakJJbJY
转推2026-09-14 RT @jackbutcher: made a simple native mac app that tracks my create/consume ratio https://t.co/ezTsBeS9Ta
转推2026-09-13 RT @james406: STOP ASKING YOUR KIDS "HOW WAS SCHOOL." they will say "fine" every single time. a child psychologist told me to replace it…
Andrea Bosoni@theandrebosoindie64.0K粉 · 1条追问B2B SaaS使用TikTok和Instagram UGC获客是否有可复现案例。
@theandreboso2026-09-14♥40👁6.0K↗ 打开X
I’d be really curious to know if there are any B2B SaaS companies that used TikTok or Instagram to get customers. Recently I met a founder who’d been convinced by an agency to spend $$$ on a UGC program on there and the results have been close to zero. Which seems obvious to me because they’re consumer focused platforms. But maybe I’m missing something and there’s someone killing it out there.
B2B UGC结果接近零是作者转述的单一样本,只能触发渠道验证,不能直接外推。
Kyle Gawley@kylegawleyindie45.1K粉 · 7条集中讨论SaaS持续责任、软件所有权成本,以及课程平台的功能臃肿。
@kylegawley2026-09-15♥0👁62↗ 打开X
I made a 12 min travel video for my 40th birthday trip. Should I put it on my main YouTube channel or keep the channel strictly business?
@kylegawley2026-09-15♥10👁902↗ 打开X
Everyone will pay $200/mo for Claude to avoid paying $19/mo for a SaaS.
用每月200美元AI订阅与19美元SaaS作反差,提醒“自己生成更省钱”常忽略时间成本。
@kylegawley2026-09-14♥4👁983↗ 打开X
I've spent all day testing course platforms. Nothing seems to solve the basic problems well. Every platform is bloated with features for running an online business (that have nothing to do with courses). Lots of breadth, but none solve the core problems well. Big transaction fees make absolutely no sense unless it's a marketplace bringing customers. I just want to host course content easily. I am really fighting the urge to roll my own because I don't want to manage another piece of infrastructure. Why can't people make simple, focused software that does one thing really well?
试用课程平台后抱怨功能过宽、核心体验不足和交易费不合理,属于购买者需求样本。
@kylegawley2026-09-14♥7👁1.4K↗ 打开X
where am I going? wrong answers only. https://t.co/idbcdXPcU1
@kylegawley2026-09-14♥7👁375↗ 打开X
"SaaS is dead, code is cheap now" Customers don't pay for code. They pay to solve problems they do not want to deal with. I can build any product I want, with or without AI. Do I want to wake up and worry if my accounting SaaS is up-to-date with the latest tax regulations? Or if my analytics software is in line with EU policy updates? I'll happily pay someone else $50/mo to handle that.
主张SaaS客户购买的是持续解决问题与承担责任,而不是代码。
@kylegawley2026-09-14♥8👁2.1K↗ 打开X
What's the best online course platform? &gt; simple &gt; 0% transaction fees &gt; custom domain + branding
@kylegawley2026-09-14♥15👁1.2K↗ 打开X
Building software got cheaper. Owning it is still expensive.
Daniel Vassallo@dvassalloindie204.3K粉 · 0条
▸ 折叠1条(转推/噪音)
转推2026-09-14 RT @GuruAnaerobic: If you're on the wrong train, every stop is the wrong stop.

数据:Twitter/X(独立开发者+AI行业两个cohort)+Hacker News(前排/Show HN)+GitHub新星。原文照登。Twitter转推及噪音共60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。