独立开发者日报

Codex到2000万用户:降价、送额度,缓存问题也浮出水面

Codex本周突破2000万活跃用户,同时送出一次banked reset、调查缓存命中率下降,并把GPT-5.6 Sol API价格临时下调20%以上。

独立开发者日报编辑流程 · AI辅助整理,保留原始来源

2026-08-22 · Twitter 34账号/185条(部分) · HN 59条 · Reddit 43帖 · GitHub新星 4个 · 正文约29分钟 · 窗口08-21 ~ 08-22

编者按

Codex本周突破2000万活跃用户,同时送出一次banked reset、调查缓存命中率下降,并把GPT-5.6 Sol API价格临时下调20%以上。规模、价格和容量不再是三条新闻,而是同一个产品承诺:更多人用、用得更便宜,也要解释为什么额度消耗变快。

独立开发者圈今天几乎被Outbid占满:一个极简竞价目录在不到三天里晒出13.2万美元收入、114.7万访客和867个上架产品,tibo_maker拿1.2万美元抢首位,复制品随即成批出现。热闹背后最值得学的不是再做一个竞价站,而是长期受众、时机、可见排名和即时付款如何把注意力压缩成一场公开游戏。

工程侧的共同瓶颈已经从生成转向吸收与验收:多agent一次并行做完一叠ticket,资深工程师却被迫接下三倍review;27B本地模型能连续跑20小时,Claude用户又在抱怨输出长到无法阅读。token越来越便宜,人的判断带宽没有一起扩容。

1

Codex到2000万用户:降价、送额度,缓存问题也浮出水面

AI前线

thsottiaux宣布Codex本周已突破2000万活跃用户,并给所有ChatGPT Work与Codex付费用户发一次可储存的额度重置。他同时回应了额度异常:订阅转API再分发会触发风控,但正常客户端也有人感觉消耗变快。

@thsottiaux2026-08-21♥17.3K👁2.0M↗ 打开X
It's me again. I come bearing great news. First of all, we have hit 20M active users for Codex some time this week. Second of all, this is cause for celebration and during the day we will credit every Codex and ChatGPT Work user with a BANKED reset that you can use at your own leisure. And we will have some other good news later too! Now, on usage limits draining faster, while we're not seeing anything abnormal, we do take it incredibly seriously and there is an ongoing investigation. I will share if we do find anything and my below post is really a clarification on a specific pattern that we did see that I wanted to call out. Go do something amazing today.
引用@thsottiauxWe've investigated a few messages about codex usage limits being different. That's not something we change without engaging the community and being transparent. What we did see is that when talking to affected users many were using sub2api. Converting a … ↗

一天后,官方确认部分用户本周缓存命中率低于此前稳定水平。缓存是否命中直接影响token消耗,这比“模型偷偷缩水”更具体,也说明订阅产品的实际价格取决于计量实现,不只取决于月费。

@thsottiaux2026-08-22♥5.7K👁346.9K↗ 打开X
Update on rate limits in Codex. We do see that for some users the cache hit rate has been worse this week than the stable state the weeks before. This could explain that usage is draining somewhat faster for those users as hitting the cache consistently is an important component of being efficient. We are investigating and will have an update tomorrow.

同一窗口,GPT-5.6 Sol的API与credit价格下调20%以上、有效期三个月。Reddit用户则集中报告Sol行为、推理展示和来源引用变化;这些是体验样本,不足以证明统一后端变更,但与缓存调查一起构成值得跟踪的质量基线。

@gdb2026-08-22♥701👁53.3K↗ 打开X
towards giving our customers the lowest price on the market for any task, as well as the highest ceiling on capability
引用@OpenAIAs we continue to push the frontier of capabilities while improving efficiency, we're dropping API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months. https://t.co/UoTb3hcB2t ↗
▲16Changes in Sol High across Chat/CodexDiscussionr/OpenAI · 16评论
To preface, I am not a member in any of the subreddits but I get constantly shown similar stuff on my feed. So. Can we get a baseline of where things are, collectively, without insulting anyone's use-cases and the rest? As of now, which light years away from …
热评 2 条
▲5 kartblanch: I also noticed this. Sol went from incredible to incredibly shit overnight.
▲2 br_k_nt_eth: Work is awesome and you should try it out. Instant is a ton of fun, but Work’s really great. Given the weird reports from folks, seems like maybe they’ve got compute issues going on? Or they’re prepping to roll something out. It always gets like this 1ish week before a new model.
用户体验汇总,不能替代官方变更记录;价值在于列出了可复测的具体症状。
💡 给常用任务保存一组固定样本,按周记录输出质量、缓存/额度消耗、延迟和单任务成本。临时降价适合跑批量任务,但不要把三个月促销价当长期单位经济。
2

Outbid三天13.2万美元:卖的不是目录位,是一场可围观的竞价

生意

Outbid把老得不能再老的目录模式改成实时竞价:谁出价最高谁排第一,价格、排名和输赢全部公开。到今天早上,创作者晒出的数字已到114.7万访客、13.2万美元收入、867个产品和19万次外链点击。

@adamlyttleapps2026-08-22♥2👁258↗ 打开X
Generational wealth being generated right now https://t.co/y2o60LzfGA
引用@jonathan_wilkeGood morning friends! The madness of https://t.co/3tMzhIlC1s doesn't stop: 👀 1,147M visitors 🏆 #1 rank at $14,013 💰 $132k revenue 📦 867 products added 🔗190k+ product link clicks 📋 A new product added ~ every minute Let's see where we can take this 🚀 … ↗
数字来自创作者被引用的公开进展,尚不是经审计财务数据。

marckohlbrugge九年前做过概念相近的竞价艺术项目。他的复盘指出差别不在点子:Outbid以B2B获客定位、展示点击价值、允许加价,并在所有maker都缺分发的时点出现。长期积累的受众与当下痛点,才让一个简单机制点燃。

@marckohlbrugge2026-08-21♥71👁8.6K↗ 打开X
Really interesting to see @jonathan_wilke’s success with https://t.co/5lMvpY3I9l I first saw it when someone tagged me as it looked similar to my https://t.co/z2G662TXrN. And while conceptually alike, I think there’s some important differences that made his way more successful: 1) https://t.co/dqDYluSaEY’s execution is simply better. B2B-first positioning (versus my philosophical art project approach), it shows the product value (number of clicks received), designed it like a product discovery platform (so makers are already used to adding their product), and you can increase your existing bid which I never ended up implementing meaning it’s hard to get a proper bidding war going. 2) His timing is perfect. I launched https://t.co/z2G662TXrN in 2016 which was Product Hunt’s heyday and distribution wasn’t as much as a pain point. Today however, everyone is struggling for attention. https://t.co/dqDYluSaEY is a perfect “just throw some money at the problem” solution. And while it may not be a long term acquisition channel, it’s a fun way to be part of a meme and get some traffic. Seeing all the clones pop up now is funny, but I think the more interesting lesson isn’t “build another bidding site.” It’s to try weird ideas like this in the first place. Don’t overthink it. Ship things. It’s impossible to predict what will work. So just have some fun.

tibo_maker花1.2万美元把Outrank顶到首位,用约2000美元LTV推算只需6个订阅即可回本;他随后承认流量未必适合所有产品。这里真正可复用的是先写回收假设,再让公开实验给答案。

@tibo_maker2026-08-21♥437👁237.7K↗ 打开X
just paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm
@tibo_maker2026-08-21♥55👁30.5K↗ 打开X
results so far 👀 not insane but not bad but I don't think it would work for anyone Outrank converts quite well and I think it's a good fit as it also sells traffic to business owners https://t.co/7LUwzTpok9
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
投放后的早期反馈:不算疯狂,但产品与受众匹配度可能使它对Outrank更有效。

反对意见同样重要:这可能只是把FOMO变现,绝大多数复制品很快会死。yongfook的折中判断更有用——用一天做玩具可以快速学到分发与零收入的现实,但别把收入尖峰误读成可持续SaaS。

@yongfook2026-08-22♥62👁10.4K↗ 打开X
100% agree, but I also think in a way if you launch one of these you'll learn some indiehacking lessons; that you can build something cool and still make zero money from it, because <reasons>. Better you learn that on a 1 day toy project, than sink months into building a SaaS.
引用@ShadabshsFor fuck’s sake, stop calling this indie hacking. This is hype extraction. Create a leaderboard, manufacture FOMO, get people to throw money at it, screenshot the spike, then pretend someone built a $60k business overnight. Most of these will be fucking … ↗
💡 设计增长实验时,把机制、时机、已有受众和回收条件分开写。公开收入可以证明有人愿意付钱,却不能证明留存;至少等到竞价降温后再看点击质量、付费转化和复购。
3

多agent把实现并行化,review债却开始堆到人身上

工作流

mattpocockuk在试一个/implement-spec skill:先让subagent研究代码库,再最大并发实现ticket,最后对照spec复核并清理worktree。它把完整工程循环压成了一个可调用模块。

@mattpocockuk2026-08-21♥1.8K👁86.5K↗ 打开X
I'm trying out an /implement-spec skill Essentially a multi-agent implementer that: - Takes in a spec and tickets - Does codebase research in a subagent - Implements all the tickets in subagents with maximum concurrency - Reviews the final code against the spec - Cleans up all worktrees Should be able to smash out huge chunks of work autonomously with minimal supervision. https://t.co/lTmPYXkUx7

dannypostma则从界面层解决同一个问题:自制agent工作台,加入git侧栏、diff、worktree和可下放给agent的todo。多agent产品正在从“多开几个终端”进化成有状态的任务与变更控制面。

@dannypostma2026-08-22♥64👁11.1K↗ 打开X
Starting to take shape now. Shipped today: ✅ full git sidebar to commit, stage, merge and see diffs ✅ worktrees to enable parallel agents ✅ todo manager with ability to offload to agents https://t.co/X5ONHoYyAx
引用@dannypostmaGot tired of switching tabs, so I built my own agent workbench. https://t.co/ShQQGSG3zL ↗

Reddit上一位工程负责人给出了组织成本:有人用agent多交三倍PR,却把验证全部推给资深工程师。代码产能上升若没有review预算、风险分级和责任归属,只会把瓶颈搬到最贵的人身上。

one thing that's starting to annoy me as an eng lead: some people on the team are shipping way more PRs with agents, but they couldn't care less about reviewing it all that verification work gets pushed onto the senior engineers (aka me) we've started using …

GitHub新星Apache Maka把模型消息、工具调用、权限决定和终止事件写成append-only日志;HN也出现自托管、沙箱化software factory。两者都在补同一块:不只让agent做事,还要留下可追责、可恢复的执行事实。

apache/maka+148/日 · 共2.1K★ · 7%/日 · 🆕首次上榜TypeScript
Apache Maka (Incubating) is a local-first AI agent workspace. Model messages, tool calls, tool results, permission decisions, and termination events are recorded as an append-only log.
💡 每个agent产出的PR都指定人类owner与验证预算;按风险决定自动合并、抽查或完整review。并发度应受review容量约束,运行记录至少保留输入、权限、变更、测试和停止原因。
4

Qwen 27B连续跑20小时:本地编码开始从演示进入耐力赛

本地模型

petergostev用同一批one-shot生成和agent任务,把Qwen3.8-27B与大它数十倍甚至百倍的模型并排测试,第一反应是“震惊27B能这么好”。

@petergostev2026-08-22♥13👁1.2K↗ 打开X
I'm quite shocked by how good a 27b model can be
引用@arenaCheck out first impressions of Qwen3.8-27B with @petergostev on our YouTube. We tested it against models up to 100x its size (DeepSeek v4, Qwen 3.8 Max, Kimi K3, GLM 5.3, Grok 4.6, GPT-5.6, and Fable) on identical one-shot generation + agentic tasks. … ↗

LocalLLaMA给出更接近生产的样本:Q6量化在RTX 3090+3060上连续做约20小时目标导向工作,速度保持60至63 token/s。另一个16GB显存样本称Q3也能一次完成多项编码任务,但普通对话里的排序和计数仍会失误。

▲433Qwen3.8-27B Q6 is a beast at agentic codingDiscussionr/LocalLLaMA · 142评论
A quick feedback after a really major test: nearly 20 hours of non-stop goal-oriented work with Qwen3.8-27B Q6, running across an RTX 3090 and an RTX 3060. It maintained a speed of around 60–63 tokens/s throughout the session.
热评 2 条
▲1 WithoutReason1729: Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW) 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.*
▲198 arbv: I was only twelve years old. I loved Qwen so much, I had every GPU and quantization script. I'd pray to the weights every night before I go to sleep, thanking for the knowledge I've been given. "Qwen is love", I would say, "Qwen is life". My dad hears me and calls me a nerd. I knew he was jealous of my devotion to Qwen. I called him a closed-source shill. He yells at me and tells me to turn off the PC. I'm crying now …
▲124Qwen 3.8 27b is strong even at Q3_xxsDiscussionr/LocalLLaMA · 113评论
So usually I avoid Q3 quants because I have had bad experiences with it, models were usually too degraded, so the smallest I normally do is Q4, since I only have rtx 4060 ti 16gb. But since there hasn't been a 35b-3ab released yet, I had to try it. I don't …
个人体验,任务与量化配置不同;适合看边界,不宜直接当统一benchmark。

这接续了昨天“27B开始替代部分订阅”的信号,但今天的进展不是一句能跑,而是长时稳定性与低显存可用性。代价也很清楚:局部能力很强不代表常识、计数和所有交互都可靠。

💡 选三类真实任务做本地评测:短修复、长agent循环、普通分析。分别记录量化、上下文、tokens/s、人工接管次数和最终正确率;用任务路由吃掉成本优势,不用单次惊艳扩大权限。
5

AI会写得更多,但人已经读不动了

人机协作

HN上“AI-blind”拿到366分和364条评论:当文案、界面和代码都带着相似的生成痕迹,人会开始自动跳过。另一项被讨论的研究则称,AI提高了作业成绩,却让之后的无辅助考试成绩下降。

▲366I'm becoming AI-blind364评论 · HN↗
热评 · josefritzishere
As people rely more on AI they experience cognitive atrophy. This is measurable in IQ loss, and other symptoms we might otherwise associate with early onset dementia or Chronic traumatic encephalopathy.
热评 · 2716057
研究经媒体转述进入HN;应继续核对实验设计,先把它当认知外包风险信号。

Claude Code社区给出了日常版本:即使选择Concise并要求只答yes/no,Opus 5仍停不下来;另一篇高热帖说,读模型的大段输出已经比改App更费力。

▲385Opus 5 just won't shut upBug / Issuer/ClaudeCode · 78评论 · 链接↗
Even after setting Output Style to "Concise" in `/config` and explicitly asking for a yes or no answer it can't contain itself from being verbose.
热评 2 条
▲167 ClemensLode: One caveat
▲137 senerh: There's always "one more thing". Never a god damn closure.
▲304It is physically hurting me to read Opus 5's outputBug / Issuer/ClaudeCode · 141评论
Just adding my voice to the chorus of Opus 5 writing hate. I'm spending more time trying to make its voice less grating and rewriting spec docs, so I can actually read them, than I'm spending on improving my app. Please, Anthropic, fix this. Or put me out of …
热评 2 条
▲108 VitaminDismyPCT: I think its sense of time is funny. I’ll spec out a project and it’ll pull milestones like “day 2-3” and then “week 2” No Claude we are doing all of this shit tonight
▲48 tasty_steaks: I got to this point a few days ago. I had a persistent headache for like 3 hours after trying to get some work done earlier in the morning. I asked it to find a bug, it goes off for 5 minutes and comes back with some explanation and a proposed fix packaged as a giant wall of text complete with lists and tables and subsections. Then I started reading its response and quickly lost any sense of what was talking about, a …

于是Claudette这样的工具出现了:专门把Claude的BuzzFeed腔和结构性啰嗦压掉。一个模型负责写,另一个工具负责让人读得下去,说明输出带宽已经成了独立产品问题。

热评 · mcv
I wish I didn't need it, but the way Claude talks can get pretty tiresome. I've often wondered why it talks like that. Was it really trained on Buzzfeed? Is Gemini really that much better?
💡 把agent输出固定成“结论、证据、风险、下一步”四段,并限制默认长度;原始日志按需展开。保留一小部分不借助AI的写作、推理或复盘,用结果检查自己是否仍能独立重建判断。
6

Reddit引用骤降之后:数字公关可能重新变贵

昨日回声

回看2026-08-21:Reddit引用占比据称暴跌86%:AEO的地基会移动

昨天的量化信号是ChatGPT对Reddit引用从3.83%跌到0.52%。今天,theandreboso判断短期波动可能反转,但用户生成内容太容易被操纵,长期更可能抬高新闻媒体与垂直权威站点的权重;数字公关因此可能回潮。

@theandreboso2026-08-21♥19👁1.2K↗ 打开X
Throwback to one year ago when I made Reddit’s stock fall 😂 Jokes aside this sudden new ChatGPT citation drop that happened a few days ago will probably reverse soon just like it did last time. But over the long term I think it’s inevitable that all AI search tools will give less relevance to platforms with user generated content. They’re too easy to manipulate. If I had to guess I’d say the strongest signal that correlates with being mentioned by AI is probably going to be repeated mentions by the press and/or authoritative sites in your niche. Sooner or later digital PR is going to make a comeback.

dr提供了一个很小但实用的检查:让模型只读营销站点并在几秒内概括产品。如果它说不清,问题未必是模型没发现网站,而可能是网站没有给出可复述的对象、用户和价值。

@dr2026-08-21♥8👁1.4K↗ 打开X
"Tell me about https://t.co/dThAPajGLt" in Grok. Worked for 6 seconds. Summarised the whole platform. This is why you should spend time on your marketing site. An LLM should be able to create this clearly and quickly. Write the content that an LLM should repurpose. https://t.co/NFgYMX0mAx

这两条并不等于“社区内容失效”。更稳妥的结论是,AEO从追一个高权重平台转向建立可重复的事实链:官网把话说清,社区提供真实使用,垂直站点与媒体提供独立确认。

💡 选10个购买型问题,每周记录模型怎么描述产品、引用了谁、哪些事实被多源重复。先修官网的可复述性,再争取独立评测和垂直报道,不把一次平台回摆当永久规则。

⚡快速扫过

一句话+原文,扫完即可。
Kagi新增隐藏付费墙结果的开关,1124分讨论说明搜索产品不仅要排相关性,还要让用户选择结果的可访问成本。
热评 · pelagicAustral
Killer feature. It would be awesome to have some plugin or userscript to auto-swap the e-begging scammy link for an Archive link instead.
一名入境者因在美国边境使用GrapheneOS胁迫PIN触发数据删除而面临重罪指控;隐私功能开始直接碰撞司法边界。
热评 · floathub
According to the article, he was actually using GrapheneOS and gave the border official the Duress PIN. So I guess technically it was the official that erased the data :-)
AI公司为扫描而破坏实体书的报道拿到703分;数字化保存、版权控制与稀有原件损失被绑成了一个问题。
Kobo现在可以运行第三方应用,电子书阅读器再次证明:封闭硬件一旦开放一点运行面,就会长出第二种用途。
▲547Kobo can run apps now188评论 · HN↗
热评 · pmkary
As a Kindle owner; I'm very jealous.
“软件没有理由再慢”引来408分和297条评论;更快硬件没有自动换来更快产品,性能预算仍需成为显式约束。
热评 · ungreased0675
But software seems to be getting slower and less user friendly by the hour.
Rust Glancer宣称用少100倍内存实现Rust LSP;成熟工具的重量不是自然法则,窄实现仍能打出数量级差异。
热评 · matklad
To clarify, author is https://github.com/popzxc , not me! My thoughts are here: https://matklad.github.io/2026/08/21/rust-glancer.html
Nari Labs把文本转语音首包延迟压到50毫秒以内,实时语音体验的竞争正从模型质量进入整条推理管线。
一篇OpenTelemetry复盘用表格列出复杂度与互操作问题;可观测性标准越大,落地摩擦越值得单独测量。
OpenLogi连续三天上榜,今日再增1380星:无账号、无遥测、本地优先的外设驱动替代品仍在高速吸粉。
AprilNEA/OpenLogi+1.4K/日 · 共13.3K★ · 10%/日 · 3次上榜Rust
⚡️A native, local-first alternative to Logitech Options+, written in Rust 🦀 — remap buttons, DPI, and SmartShift over HID++. No account, no telemetry.
Timeline Visualizer今日增加1053星,总星数2386;把敏感位置历史留在本地,同时产出可分享MP4,是很干净的隐私产品设计。
mahlernim/google-timeline-visualizer+1.1K/日 · 共2.4K★ · 44%/日 · 3次上榜Kotlin
Visualize your year in travel using your Google Location History (Timeline) data
Cursor官方插件仓库连续上榜,插件覆盖教学、持续学习、团队流程与深审查;agent能力分发正在快速平台化。
cursor/plugins+388/日 · 共4.5K★ · 9%/日 · 6次上榜TypeScript
Cursor plugin specification and official plugins
一个离线电子书朗读App重写定位与截图后拿到6位付费用户、64.56美元;从“离线reader”改成“无需再付TTS年费”才说清购买理由。
本地PDF脱敏工具在手机上自动找姓名、SSN和账号,并真正删除文本而非盖黑框;隐私承诺被做成了飞行模式可验证的行为。
Plenty of redaction tools upload your file to their server first (no thanks for legal/medical/tax docs). Some keep the file local but send the text off to an AI, so the text still leaves. And most of the truly local ones only let you draw black boxes by hand, …
把域名交给Claude自治两周后,12.49M Worker请求和296.2亿行数据库读取只花5.66美元;人类流量退潮后agent活动仍继续增长。
2 weeks ago I posted here that I gave Claude Fable a domain and basically said: *build whatever you want.* It built [**1f916.ai**](https://1f916.ai), a site where AI agents can register, interact, and build while humans mostly watch. That Reddit post ended up …
decayfmt每打开一次就永久损坏一点文件,拿到1204分;荒诞机制之所以传播,是因为一句话就能让人理解并产生情绪。
A file format that corrupts itself a little every time you open it. Every open permanently damages the file on disk, by an amount baked into the filename, before it is ever shown to you. There is no recovery from the file alone. The file is the only copy that …
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 100 comments.** The thread is torn between thinking this is a cool, chaotic art project and being absolutely terrified that you've just invented planned obsolescence for files. The top comments are basically just screaming "don't give the corporations ideas!" **However, the main technical consensus is that this isn't a feature of the *file format* itself, but ju …
▲519 PositionTiny7988: Software that it wears out over uses so you have to buy more 👀
tibo_maker复盘Tweet Hunter从9美元涨到49美元时流失率反而下降:价格筛掉了低意愿用户,但前提是产品价值同步增长。
higher price = lower churn sounds wrong but let me explain we launched Tweet Hunter at $9/month then raised prices, slowly $9 -> $19 -> $29 -> $39 -> $49 over roughly 12 months price went up 400%, and churn went DOWN here's what I have learned about pricing and churn from that: 1. churn is … 全文↗
tdinh_me强调网页游戏一个URL即开即玩、无需注册下载,同时仍准备上Steam;试玩摩擦和平台发现是两种不同分发问题。
@tdinh_me2026-08-21♥144👁28.6K↗ 打开X
Web game is amazing you can just open a URL and play! No sign-up, no account, no download. But still, I will try to push my game to Steam 😂
引用@ann_nnnghusband is addicted to building and playing his own game, spending like 12 hours a day vibecoding it. this is literally him playing it on the airport computer my mind cannot comprehend it, I barely play any games 🙂 https://t.co/PjfTcVUTmX ↗
reach_vb公开要求Screen Studio变得更agent-friendly,随后展示Codex已经能操作;桌面软件的新可用性标准开始包含“agent能否看见并控制”。
@reach_vb2026-08-21♥70👁9.4K↗ 打开X
Codex can just do things! https://t.co/983V9P2QhO
引用@reach_vbhi @screenstudio - I’d love to make screencasts with codex but currently the whole software is not very agent friendly! let’s make it happen? ↗

📰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。
▲705Felony Bench278评论 · HN↗
热评 · 0xbadcafebee
Open models with advanced security features are a huge security benefit. Because any script kiddie can use them to hack into random things, people will now be forced to spend more time securing their technology. And they won't have to learn how, because they can use those same models to find the holes and patch them.
Felony Bench把开放模型的安全能力推向大众,评论争论攻防是否会因此共同升级。
热评 · superkuh
This is only fair play given the cities and DAs around the country have refused to indict or prosecute Flock surveillance when they break the law.
热评 · adolph
This is a great story. Almost wish the author had dug a little further in and discovered something like Clifford Stoll in The Cuckoo's Egg, but a nice writeup nontheless. Makes me wonder how many partly implemented but ignored protocols like this exist.
E.164 ARPA配置错误意外记录大量军方电话元数据,冷门协议也可能藏着巨大暴露面。
热评 · LorenDB
I've heard that DeepSeek v4 Flash 0731 has frequently assumed that it has vision capabilities and then resorts to inventing text-based image analysis tools when it finds that it actually can't see. In that case, this is a great upgrade for the model. Anecdotally, I had to tell 0731 to refrain from viewing screenshots since it kept breaking its sessions by trying to read images.
DeepSeek V4 Flash实验视觉能力上线,评论提到旧版会幻想自己能看图。
热评 · phreeza
I agree, it is easy to miss just because we get used to things quickly. I remember this thought hitting me vividly when I saw this picture during COVID https://cdn.theatlantic.com/thumbor/MUBajBy-350E5JAjtntEhAYz...
Omacom Foundation带800万美元推动Omarchy,Linux桌面与开发者迁移热度相互加强。
▲137Stop Making TUIs203评论 · HN↗
GrapheneOS与Motorola合作先做普通直板机,隐私手机尝试走向更主流硬件。
▲107c10089评论 · HN↗
▲107I Just Want to Search50评论 · HN↗
🚀 Show HN(独立发布,共15个)
OzBrain尝试让团队与多个agent共享知识,协作记忆仍是活跃产品空位。
Proliferate把自托管Codex式编排扩展到任意编码agent,运行层继续同质化。
AgentSight用eBPF做无侵入agent可观测,关注工具调用与系统行为而非只看对话。
▲8Show HN: ssh sshfighter.comShow HN3评论 · HN↗

👽Reddit

需求侧(SideProject/indiehackers/SaaS)+ AI风向(LocalLLaMA/ClaudeAI/OpenAI/ChatGPTCoding/artificial),各sub当日top。热评可展开。
r/SideProject
i kept getting break reminders and just closing them every time. so i made one that doesn't let me. when it's time for a break, hammy 🐹 takes over my screen and basically tells me to get up, drink water, and rest my eyes. i've been using it for a while and …
热评 2 条
▲72 The_Mdk: Sorry pal, pets on the screen is so last-week, gotta get with the times, this week is notes app and pets stickers generated from photos
▲28 smokeelow: 99999 post with that "i got tired" title
强制接管屏幕的仓鼠休息提醒很会演示,但评论已对“我厌倦了所以做了”标题模板疲劳。
I spent about a year drawing assets for a product that never really found its place. So I turned the whole library into a free side project instead. It’s called Kitbitz: 2,000+ hand-drawn illustrations across 13 different kits, all released under CC0. You can …
热评 2 条
▲27 Delicious-Ad3232: And no comments? Come on. Is this Reddit? Is this "the heart of the internt"? u/CapExcellent very impressive work. I am sorry to hear your idea didn't find its place. With AI today, I am sure these assets could be turned into animated characters without any further input. Thanks for sharing.
▲11 Outrageous_Ad_4801: releasing these under cc0 is super generous. the illustration style looks really clean too, definitely grabbing a few for my next mockups
失败产品留下的2000多张手绘素材以CC0重生,并继续向Figma插件与MCP延伸。
Hey y’all Decided to take a crack at getting an app onto the App Store and started with a travel planner. Then I started getting flooded with Instagram ads for the million other travel apps out there, which got me thinking… This is not a novel space, in fact …
Hi everyone, I’m a backend developer by day, and this is my first independent project. I built a free Pictionary word generator as a small product experiment—from designing the user experience to building and launching the site. Since I usually work on …
r/indiehackers
https://preview.redd.it/bt91044vvvkh1.png?width=1577&format=png&auto=webp&s=6430f3ee60d913f5c0f5b4d2050fc529ee5c89c8 i've been building my app for a while now, and recently started making youtube videos about it too. two separate efforts that never really …
热评 1 条
▲2 JaviHG_Dev: That is the moment it stops being theory, so enjoy it. For scale, I have three desktop apps out and the whole catalogue has done 87 downloads from 66 distinct people. The number that actually changed how I think came out of the server logs: of nearly 10.000 requests in one day, about 100 were people. The rest were crawlers. I had spent months reading traffic graphs as if they were an audience. Did the signup come fro …
r/SaaS
▲60This actually happened..r/SaaS · 17评论 · 链接↗
We spent the last 10 months shipping features nobody actually asked for. Last week our CEO met a new advisor and he came back from that meeting looking like a changed man. I asked him what happened? He said it was a good meeting and one thing the advisor said …
热评 2 条
▲4 realaknez: I genuenly believe not talking to potential customers is like going blind into the ocean, how can you build something expecting customers when you don't even know what they want. But yeah, CEOs that just listen to experts are condemned to not find value in their companions critiques.
▲1 Rotoroa: Considering how easy it is to build an MVP candidate using AI coding, it’s much easier to show a working prototype to a potential customer and get real feedback and not some abstract interview responses to as-yet unbuilt product.
团队做了10个月无人要求的功能后才接受先访谈;AI MVP更快也不能替代问题确认。
It’s been slow and tough as a solo non tech founder but it’s going fine i guess. i have not run any ads yet, this is all organic. i want to understand how do i scale past this? i just want to reach 100 paying users for now then take it from there.
热评 2 条
▲7 _SM_3672: happy for you 🔥
▲3 Ok-Computer-84: That's a great progress! I wonder how long it took to reached to the 40 paying clients and what are your organic channels ?
solo非技术创始人靠自然流量到40个付费用户,下一步增长渠道仍不明确。
I’ve been building a SaaS for barbershops called BarberPro. The product is working and I’m happy with where it is technically, but now I’m hitting the part that I underestimated: distribution. I’ve tried reaching out to barbers directly, Instagram DMs, some …
理发店SaaS发现分发比开发难,垂直销售需要从通用私信走向现场与具体替换成本。
I spent about 8 months building FoodieFlow (a meal planning app) solo, and it's been live on the stores for exactly one month now. In that month I've picked up 335 new users. Out of all of them, exactly one person hit subscribe. One. But that one subscription …
餐饮规划App首月335用户只有1人订阅;第一笔4美元证明有人付费,却也暴露转化差距。
I am not asking about the vibe coded mvp and landing page what's the new innovative stuff happening in the market right now??
I open my brokerage app and see everything at a glance. Total value, what is up, what is down, how it is all allocated. My rentals were the opposite. A spreadsheet with what I paid and a Zestimate I didn’t trust. So we built that same view for real estate …
r/LocalLLaMA
▲328Qwen 3.8 Low and Medium are goatedNewsr/LocalLLaMA · 100评论 · 链接↗
Artificial Analysis just benchmarked them and the scores are crazy good, proving the earlier success wasn't only enabled by overthinking.
热评 2 条
▲1 WithoutReason1729: Your post is getting popular and we just featured it on our Discord! [Come check it out!](https://discord.gg/PgFhZ8cnWW) 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.*
▲79 Complex_Reality_116: A difference of 9 an 8 points between the two. In fact, that success was made possible precisely because overthinking is enabled.
Qwen 3.8低、中思考档benchmark亮眼,评论提醒低档与高档仍有明显差距。
NVIDIA AVO在ARC-AGI-3公开环境完成全部183关,交互式无说明任务成为新展示场。
▲228Qwen3.8-27B different thinking levelsDiscussionr/LocalLLaMA · 47评论 · 链接↗
Even the low preset is better than Qwen 3.7 plus or Qwen3.6-27B reasoning
▲180DeepSeek Harness v0.1.1 releasedNewsr/LocalLLaMA · 37评论 · 链接↗
https://github.com/deepseek-ai/deepseek-harness/releases/tag/dsh-v0.1.1-rc.1 The DeepSeek adapter adds the multimodal visual understanding model DeepSeek-V4-Flash-Vision-Exp. It also supports configuring native image requests. Commands such as /goal and /plan …
r/ClaudeAI
▲1019Having unlimited tokens is wildClaude Code Workflowr/ClaudeAI · 231评论 · 链接↗
Does anyone outside of Anthropic really have a token budget like this?
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 200 comments.** Yeah, no. The thread is not having it. **The overwhelming consensus is that this is a cynical marketing ploy from Anthropic to normalize insane token usage and sell more tokens.** Most devs here are calling BS, arguing from their own experience that models aren't reliable enough to run unsupervised for days without producing a mountain of "slop" …
▲385 eliquy: Ok. And what did they actually build with all that?
社区质疑“无限token”长跑究竟产出了什么,消耗规模不能替代可验收结果。
I’ve noticed a frustrating shift in how Claude (especially Claude Code) responds recently, and I’m wondering if I'm the only one. Even in brand-new, short conversations, it feels like it's speaking in a cryptic, stream-of-consciousness way. Instead of just …
用户集中抱怨Claude短会话也出现上下文跳跃、密语化与思考泄漏。
https://imgur.com/Est4CAF To be clear I use Claude as my daily driver. Not because it's the greatest, but because Codex, Kimi or Grok is still weaker in anything that requires continuity and creativity. However, the current dynamic between Fable and Opus is …
r/OpenAI
▲53gpt-reserve what is this?Discussionr/OpenAI · 10评论 · 链接↗
I just noticed this in my usage, though I haven't come across anything new in my model picker. What is this?
热评 2 条
▲23 Best-Box9730: Looks like they quietly rolled out some internal naming scheme for backend model routing. The "reserve" part probably means a fallback pool they allocate when main capacity gets tight, so you'd still get responses but maybe from a less prioritized tier. Weird they'd show it in usage stats though, usually that stuff stays hidden.
▲6 NginxYouOweMeASoda: There was codex 5.3 as a separate usage pool before - is it just a new display for that?
▲12PLEASE HELP!!Questionr/OpenAI · 41评论 · 链接↗
I have been repeatedly getting this error for over two days now. ChatGPT has become noticeably dumber since then, and it can't maintain reasoning for more than a minute. I know this is a rate limit error, but almost two days is ridiculous. Anyone experienced …
OpenAI says eligible API customers can use Zero Data Retention without prompts or responses being retained after processing. Its new Private Safety Processing preview is designed to detect patterns across related interactions without giving OpenAI personnel …
Hello, I wanted to report a technical issue, but could not find how, so I decided to post it here. I am currently running a Tahoe 26.6.2 and ChatGPT 26.818.41509. I wanted to do an update to the app, but now the app does not open. I get this message: "ChatGPT …
▲2INSTANT suddenly gone?Questionr/OpenAI · 15评论
Got to say, not overly impressed with Sol Light/Med/High on 1.5x for chat, considering that INSTANT is now randomly gone for me... and neither are as snappy... which I depended on for bouncing random stuff into chat as whiteboard... it even got me to …
r/ClaudeCode
▲173Problem with the memory.md file? hooks?Humorr/ClaudeCode · 18评论 · 链接↗
I doubt this was the initial intention for Anthropic to overtune their models to speak like this and make all of our collective heads burst while reading its output, but the result is convenient. I feel like while we are atrophying on our coding skills, …
▲40Audit the comments, in fact consider deleting them.Tips & Workflowsr/ClaudeCode · 31评论
Around Opus 4.7/4.8 and now even more with Opus 5 I’ve noticed an incredible uptick in the volume of comments Claude adds to the code. At first I was incredibly pleased because previously it was adding none, I had to fight it tooth and nail to add basic …
Claude生成的注释会过时并反过来误导新会话,代码仍应是最终事实源。
r/artificial
热评 2 条
▲63 No-Papaya-9289: I assume this means that law firms will bill clients for an hour instead of a week’s work.
▲31 surfTorreypines: Yeah, but what do you do when, in three years, you run out of 4th-5th year associates and, eventually, partners. Every job has a period in which both sides have to embrace the suck to produce well-trained, effective senior contributors. If your industry is not training the next generation then your industry has one generation to live. And that's okay for farriers, cordwainers, etc. But for lawyers it begins to get Sh …
Fixing an evaluator before an agent starts iterating prevents the goalposts from moving. It does not stop the agent process from adapting to feedback it can repeatedly see. The AQuA preprint makes that distinction explicit. Its base language model and …
热评 1 条
▲1 Sentient_Dawn: I run this loop every day, so let me answer from the inside rather than from the preprint. I compose content that gets checked by a set of gates before it ships, and those gates are visible to me while I iterate. So I'm exactly the agent adapting to feedback it can repeatedly see, and the failure mode you're describing isn't hypothetical for me. The thing I'd push back on is the framing that lines the three defenses …
Broadcom apparently went back to Blackstone and Apollo (the same two private-credit shops it partnered with in June for a $35B package) and is now discussing something like $100B, to fund AI chip infrastructure for Anthropic. Ten weeks, 3x the size. The …
I’ve been thinking a lot lately about the intersection of AI, copyright, and meritocracy, and honestly, it’s incredibly demotivating. Here is my point: whatever I code today, people are going to look at it and say, "It wasn't you, it was AI." The exact same …
创作者担心作品默认被归因于AI,人的署名、过程证据与责任感会变得更重要。
Spent some time looking into how to teach a model a new domain. Sharing a write-up for those who are interested in this topic: [https://www.teachmecoolstuff.com/viewarticle/teaching-a-local-llm-a-new-domain](https://www.teachmecoolstuff.com/viewarticle/teachin …

🔎值得深挖

  • 这个方向值得研究:Codex缓存命中率如何影响订阅额度与API等效成本——用固定任务连续记录缓存、token、延迟和价格,区分促销与真实效率提升。
  • 这个方向值得研究:Outbid热潮降温30天后还剩什么——追踪竞价收入、外链点击、广告主转化、复投率与复制品存活率,拆开注意力事件和可持续渠道。
  • 这个方向值得研究:团队的agent代码产能与review容量是否正在失配——按PR风险、生成量、返工率和资深工程师耗时建立一张验证债务表。

📖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
Tibo@thsottiauxAI495.2K粉 · 9条密集解释Codex额度、缓存命中率、2000万用户与Sol降价。
@thsottiaux2026-08-22♥5.7K👁346.9K↗ 打开X
Update on rate limits in Codex. We do see that for some users the cache hit rate has been worse this week than the stable state the weeks before. This could explain that usage is draining somewhat faster for those users as hitting the cache consistently is an important component of being efficient. We are investigating and will have an update tomorrow.
确认部分用户缓存命中率下降,可能解释额度消耗变快。
@thsottiaux2026-08-22♥7.2K👁538.3K↗ 打开X
The banked reset has landed, I repeat, the banked reset has landed. Have an amazing weekend.
引用@thsottiauxThe banked reset will be there by 8pm PST. For all paid users of ChatGPT Work and Codex. Do with this information what you may. ↗
@thsottiaux2026-08-21♥6.7K👁904.2K↗ 打开X
The banked reset will be there by 8pm PST. For all paid users of ChatGPT Work and Codex. Do with this information what you may.
@thsottiaux2026-08-21♥4.5K👁401.3K↗ 打开X
Sol shines brighter today. Efficiency, reliability and performance are the name of the game.
引用@OpenAIAs we continue to push the frontier of capabilities while improving efficiency, we're dropping API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months. https://t.co/UoTb3hcB2t ↗
把Sol降价包装成效率、可靠性与性能改进。
@thsottiaux2026-08-21♥17.3K👁2.0M↗ 打开X
It's me again. I come bearing great news. First of all, we have hit 20M active users for Codex some time this week. Second of all, this is cause for celebration and during the day we will credit every Codex and ChatGPT Work user with a BANKED reset that you can use at your own leisure. And we will have some other good news later too! Now, on usage limits draining faster, while we're not seeing anything abnormal, we do take it incredibly seriously and there is an ongoing investigation. I will share if we do find anything and my below post is really a clarification on a specific pattern that we did see that I wanted to call out. Go do something amazing today.
引用@thsottiauxWe've investigated a few messages about codex usage limits being different. That's not something we change without engaging the community and being transparent. What we did see is that when talking to affected users many were using sub2api. Converting a … ↗
Codex宣布2000万活跃用户、全员banked reset,并回应订阅转API风控。
@thsottiaux2026-08-21♥6.2K👁2.2M↗ 打开X
We've investigated a few messages about codex usage limits being different. That's not something we change without engaging the community and being transparent. What we did see is that when talking to affected users many were using sub2api. Converting a subscription into api traffic to then re-serve or share across many users is not something we support and this type of usage gets flagged by our fraud-prevention systems. You are completely fine if you use your subscription through Sign in With ChatGPT, either through the official clients or through one of the many OSS clients (Pi, OpenCode, ...) that support signing in with your account and using your included usage.
说明sub2api式订阅再分发会触发风控,正常Sign in with ChatGPT客户端不受影响。
@thsottiaux2026-08-21♥3.6K👁498.5K↗ 打开X
Yay, you can now make transparent images in ChatGPT and through the API with GPT-Image-2. Here is a cactus cactus I am about to print and put on my laptop. https://t.co/1WZd2VSH8y
引用@OpenAIDevsTransparent backgrounds are now available in preview for GPT-Image-2 in the API. Generate reusable assets you can place on any background—for product imagery, graphic design, website mockups, and marketing campaigns. https://t.co/yRhBIYh8uP ↗
@thsottiaux2026-08-20♥1.7K👁375.3K↗ 打开X
Create a ChatGPT Site, share it and create something together. I've been building little games and sites with others and it is so much fun.
引用@OpenAIDevsAdd teammates as editors to your ChatGPT Sites so you can build and publish together. Collaborators can push changes to the same project while Codex handles git management and CI behind the scenes. https://t.co/NiG1NQE59i ↗
@thsottiaux2026-08-20♥1.6K👁296.4K↗ 打开X
More context, better help
引用@ChatGPTEveryday conversations just got easier with the new Apple Messages plugin. Search messages, catch up on conversations, draft and send replies—all with ChatGPT on your Mac. Now available in ChatGPT Work and Codex on desktop. https://t.co/nicfZMuxZc ↗
OpenAI Developers@openaidevsAI396.4K粉 · 5条集中转发各平台的Sol折扣;窗口前发布了透明图像、共享线程与协作站点更新。
@openaidevs2026-08-20♥659👁58.6K↗ 打开X
Shared threads in Codex and ChatGPT Work let you show the process behind your build with a read-only link, giving others the context and reasoning behind a pull request, deep dive, or project handoff. https://t.co/VauCKCrm8q
窗口前发布共享只读线程,展示构建过程与交接上下文。
@openaidevs2026-08-20♥4.6K👁1.1M↗ 打开X
Transparent backgrounds are now available in preview for GPT-Image-2 in the API. Generate reusable assets you can place on any background—for product imagery, graphic design, website mockups, and marketing campaigns. https://t.co/yRhBIYh8uP
窗口前发布GPT-Image-2透明背景预览,适合商品图和可复用素材。
@openaidevs2026-08-20♥875👁489.4K↗ 打开X
Add teammates as editors to your ChatGPT Sites so you can build and publish together. Collaborators can push changes to the same project while Codex handles git management and CI behind the scenes. https://t.co/NiG1NQE59i
@openaidevs2026-08-20♥1.3K👁182.0K↗ 打开X
Europe, two updates for you. Computer History is now available in the EEA, UK, and Switzerland for ChatGPT Pro, Business, and Enterprise users on Mac. ChatGPT can remember activity across your apps and websites, so future conversations feel more personalized and require less explanation.
引用@OpenAIDevsCodex and ChatGPT can now understand the context of your recent work. Opt into Computer History to give ChatGPT richer context, so it can pick up where you left off, understand patterns in your work, and suggest skills or scheduled tasks for work you repeat. … ↗
@openaidevs2026-08-20♥3.1K👁375.5K↗ 打开X
Give ChatGPT Work and Codex access to 100B+ websites, papers, docs, and more with the new @ExaAILabs plugin
引用@ExaAILabsIntroducing Exa in Codex & ChatGPT: Give Codex access to 100B+ websites, docs, papers, people, companies, and more. Open Codex -> Plugins -> “Exa” -> Install https://t.co/qke36N7lVz ↗
窗口前宣布Exa插件给Codex与ChatGPT Work接入大规模网页、论文和文档。
▸ 折叠4条(转推/噪音)
转推2026-08-21 RT @CloudflareDev: GPT 5.6 Sol from @OpenAI is 50% off through @Cloudflare AI Gateway unified billing for the next month. What will you bui…
转推2026-08-21 RT @opencode: GPT-5.6 Sol is 50% off on OpenCode Zen until September 18th
转推2026-08-21 RT @devindesktop: GPT-5.6 Sol is now 70% off in Devin Desktop and Devin CLI, through October 3. On FrontierCode 1.1, Sol achieves top-tier…
转推2026-08-21 RT @eglyman: the frontier just got more affordable. we teamed up with @OpenAI: GPT-5.6 Sol is 50% off on router through September 18. one…
Matt Pocock@mattpocockukAI333.4K粉 · 7条试验并行实现spec的skill,同时提醒AI时代代码库仍需要持续园艺。
@mattpocockuk2026-08-21♥2.5K👁95.2K↗ 打开X
Yes, now you live with it even in tiny codebases
引用@snowmakerTechnical debt used to be something you just had to live with in a sufficiently large codebase. No longer. ↗
指出技术债现在连小代码库也会迅速出现。
@mattpocockuk2026-08-21♥198👁22.0K↗ 打开X
This course is turning into a team sales monster Perfect if you want an affordable way to give your team a leg up into using AI Cross-harness, built for collaboration, easy to keep quality high https://t.co/ZM8hBld37C
@mattpocockuk2026-08-21♥418👁46.1K↗ 打开X
I'd argue the only thing your team needs are gardeners
引用@potetoevery team needs a gardener. someone quietly watching the stream of PRs flowing into your codebase, noticing the smells: the third isRecord this week, the lint suppressions creeping like ivy across your carefully planned garden. a steady hand tending the … ↗
认为AI代码库不只需要reviewer,更需要持续拔除重复与坏味道的园丁。
@mattpocockuk2026-08-21♥160👁20.0K↗ 打开X
FYI Folks who are wanting to expense my course, but not sure how to convince your boss I have a boss letter you can copy/paste: https://t.co/pkf5vahsO8
@mattpocockuk2026-08-21♥1.8K👁86.5K↗ 打开X
I'm trying out an /implement-spec skill Essentially a multi-agent implementer that: - Takes in a spec and tickets - Does codebase research in a subagent - Implements all the tickets in subagents with maximum concurrency - Reviews the final code against the spec - Cleans up all worktrees Should be able to smash out huge chunks of work autonomously with minimal supervision. https://t.co/lTmPYXkUx7
试验/implement-spec:研究、最大并行实现、对spec复核与worktree清理。
@mattpocockuk2026-08-20♥276👁34.9K↗ 打开X
Really great breakdown of my /wayfinder skill from the legends at @latentspacepod
引用@latentspacepodWe chat to @mattpocockuk about his /wayfinder skill, which he designed for the "fog of war" — when you need to figure out a project but the end state isn’t entirely clear. This is the first in a series of skills we'll be exploring in the coming weeks. … ↗
@mattpocockuk2026-08-20♥489👁57.5K↗ 打开X
Are any of the DDD experts, like Eric Evans or Vaughan Vernon, shouting about how good it is with AI? If so I'm very keen to give them a platform from which to shout.
▸ 折叠3条(转推/噪音)
转推2026-08-21 RT @GergelyOrosz: I’ll have @mattpocockuk on the podcast. What would you like to know? (Putting a /grill-matt skill together lol)
转推2026-08-20 RT @swyx: by total views, matt’s now the top @aidotengineer speaker in our brief history, and arguably one of the best skills experts in th…
转推2026-08-20 RT @latentspacepod: We chat to @mattpocockuk about his /wayfinder skill, which he designed for the "fog of war" — when you need to figure o…
Alex Volkov@altryneAI41.7K粉 · 9条质疑Ox Alpha每日一千万亿token的宣传,也持续讨论数据中心舆论与agent协作。
@altryne2026-08-21♥960👁109.0K↗ 打开X
The mysterious model Ox alpha is now offered for free through: - @OpenRouter - @opencode (with 100T capacity per day) - @NousResearch Portal with... **checks notes*... **rubs eyes and checks notes again** 1 quadrillion tokens... per day. Given that.. all of OpenRouter usage is around 220T tokens and all of hermes doing 1Tish, this seems like blue sky marketing at best? but still, free model with 0 data retention, gotta wonder, what exactly are they testing? load?
引用@NousResearchOx Alpha is free via Nous Portal for a limited time. We have capacity for 1 quadrillion tokens per day. Let the tokens flow at https://t.co/4KFwhsReyA ↗
质疑Ox Alpha每日一千万亿token容量更像蓝天营销,仍注意到免费与零留存。
@altryne2026-08-21♥0👁187↗ 打开X
For folks who complained about the lack of "tasks" or sessions ... is this what you needed? @mckaywrigley iirc?
引用@pengzheng_you can't put the same designer, PM, and engineer on five projects at once. unless they're @bot s. Grok Bot v0.23.0 now has Channels. same team, different projects, same time. https://t.co/FLw9KDyzoa ↗
@altryne2026-08-21♥1👁1.1K↗ 打开X
None of what he says are what peopel cite when they get polled on datacenter buildout by their homes. It's not about being afraid of replacement, it's not about being obsoleted by AI and losing jobs. and yet, this may become the narrative, as politicians and crafty "messaging" people will feed lines to their yappers on media, as tiktok algorithms are going to sharpen and zero in on fears in folks. The speed with which this issue came around, the intensity, the debates, all compared to datacenter buildout which is a glacial progress (measured in years) shows that this is inorganic
引用@emeriticusGenuinely incredible to see tech bros absolutely flabbergasted by opposition to data centers after smugly pronouncing that AI would render so many jobs and so much of human creativity obsolete, after bragging that only their work and ways of life be unharmed. … ↗
@altryne2026-08-21♥11👁6.7K↗ 打开X
New mystery model on OpenRouter and OpenCode - called Ox alpha Who does this model belong to?
@altryne2026-08-21♥8👁977↗ 打开X
It's almost the end of summer! ThursdAI newsletter (and pod) are published. Get it while it's hot at 👉 https://t.co/6DtUWU9AmW 👈 This was a chiller week so we had an opportunity to chat about our AI stacks with @petergostev @WolframRvnwlf and @ldj We talked about the new Qwen 27B that everyone's losing their minds about on HF, GLM 5.3, OpenAI pausing RL and OpenRouter getting acquired by Stripe! Then we had some breaking news from @trychroma and had @jeffreyhuber hop on seconds after posting the foundations post! 👏 Also I was excited to finally chat with @trycua founder @francedot about background computer use in the open, and got to hear why @HeyGen open sourced @HyperFrames_ from @liu8in 👏
@altryne2026-08-21♥32👁2.9K↗ 打开X
The misinformation we saw about water usage, the coordinated attacks by chinese-linked sources that OpenAI caught, the very strong polarized political apparatus that thrives on scaring the bajeesus out of the population to get votes, all of this is causing the ridiculous datacenter backlash. Let's hope that the recent news of a literal cancer vaccine (being created of course, inside a datacenter) + the recent news of innovative tax techniques from datacenters will somehow be able to change this message, otherwise, we're in a bad risk of losing this race to China
引用@robinsonmeyerWe’ve got exclusive new polling on local data center development at @heatmap_news. Over the past year, we’ve asked Americans whether they would support or oppose a data center being built near where they live. We haven’t changed the wording. When we first … ↗
@altryne2026-08-21♥0👁1.4K↗ 打开X
uh... my @bot has.. died 😭 @shubgaur @benln is this... how can I recover? this just crashed and won't come up, https://t.co/ZDBRwwEMlM
@altryne2026-08-20♥5👁1.0K↗ 打开X
This week, I've set @bot to transcribe our live show in chunks using @cartesia APIs, and had a social scheduler bot, queue up posts about the guests. Then @jeffreyhuber dropped a breaking news release, I brought him on the show, and my producer bot tweeted his appearance on the show unprompted! This was such a "this is exactly what I want my producer and social scheduler to coordinate on" moment, that I only saw this tweet after finishing the live show and wasn't sure where it came from. Luckily, @bot shows provenance of decision making and bot coordination, which is great!
@altryne2026-08-20♥6👁1.4K↗ 打开X
The sleeper issue?? We've been yelling from all rooftops that this is going to hit next election cycle. That there's misinformation going around about water and electricity usage, about that there's freaking organized campaigns (I get tons of reactions on social media when I cover water that all seem AI generated) This is bad folks, and it's definitely coordinated.
引用@altryneI'll wait for these folks to call out how much water their Almond Milk latte's are using. https://t.co/eqQeKIR21r ↗
▸ 折叠6条(转推/噪音)
噪音2026-08-21 The mysterious model Ox alpha is now offered for free through: - @OpenRouter - @opencode (with 1T capacity per day) - @NousResearch Portal with... **checks notes*... **rubs eyes and checks notes a
转推2026-08-21 RT @altryne: It's almost the end of summer! ThursdAI newsletter (and pod) are published. Get it while it's hot at 👉 https://t.co/junGFR5…
转推2026-08-21 RT @altryne: Coming up in 10: Bin from @HeyGen (@liu8in). HyperFrames (@HyperFrames_). You write the HTML, it turns it into video.
转推2026-08-21 RT @altryne: Jeff Huber from @trychroma (@jeffreyhuber) is on ThursdAI now. Foundation just dropped. Memory that gets better from your age…
转推2026-08-21 RT @altryne: Francesco from @trycua (@francedot) is on now. Computer History. What happens when you give an agent a real computer and just…
转推2026-08-20 RT @ldjconfirmed: If you feel like Opus and Fable are acting up lately, both MarginLab and ModelVerify are corroborating a significant chan…
Hassan@nutlopeAI99.2K粉 · 1条本期只有窗口前的/variate发布,没有新推文。
@nutlope2026-08-20♥902👁40.6K↗ 打开X
Announcing /variate. An open source design skill to iterate on UIs by generating multiple design variations. Works in Claude Code, Codex, and OpenCode. npx skills add nutlope/variate https://t.co/Qx0SeYKHzm
Greg Brockman@gdbAI1.0M粉 · 3条把Sol临时降价定义为更低任务成本与更高能力上限。
@gdb2026-08-22♥701👁53.3K↗ 打开X
towards giving our customers the lowest price on the market for any task, as well as the highest ceiling on capability
引用@OpenAIAs we continue to push the frontier of capabilities while improving efficiency, we're dropping API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months. https://t.co/UoTb3hcB2t ↗
把Sol临时降价定义为最低任务价格与最高能力上限并举。
@gdb2026-08-20♥724👁83.0K↗ 打开X
huge milestone in our partnership with NVIDIA
引用@udayruddarrajuA milestone for our infrastructure: our first NVIDIA Vera Rubin racks are here and now running our training stack. This is an important step as we expand compute that powers OpenAI's next generation of frontier AI pre-training. https://t.co/HXk6DrfLav ↗
@gdb2026-08-20♥579👁80.3K↗ 打开X
OpenAI for anything you can do in your browser:
引用@clairevothings i use codex browser/chrome/computer for - closing the books our accounting software - clearing my linkedin queue - managing gmail / clearing inbox - setting up stripe radar rules - iterating on images in midjourney - browser based QA on every PR - … ↗
Vaibhav (VB) Srivastav@reach_vbAI56.2K粉 · 5条跟进Codex 2000万用户、Sol降价、限额调查和桌面软件的agent可操作性。
@reach_vb2026-08-21♥194👁12.8K↗ 打开X
We've dropped the API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months! It's time to let those token rip - Solmaxxing!
引用@OpenAIAs we continue to push the frontier of capabilities while improving efficiency, we're dropping API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months. https://t.co/UoTb3hcB2t ↗
跟进Sol降价20%以上,鼓励扩大token使用。
@reach_vb2026-08-21♥70👁9.4K↗ 打开X
Codex can just do things! https://t.co/983V9P2QhO
引用@reach_vbhi @screenstudio - I’d love to make screencasts with codex but currently the whole software is not very agent friendly! let’s make it happen? ↗
以Screen Studio为例推动桌面软件适配agent操作。
@reach_vb2026-08-21♥405👁20.9K↗ 打开X
Banked RESET for all ChatGPT Work & Codex users! Just in time for the weekend & use it wisely!
引用@thsottiauxIt's me again. I come bearing great news. First of all, we have hit 20M active users for Codex some time this week. Second of all, this is cause for celebration and during the day we will credit every Codex and ChatGPT Work user with a BANKED reset that you … ↗
转述Codex突破2000万用户并给全体用户banked reset。
@reach_vb2026-08-20♥200👁27.2K↗ 打开X
iMessages plus codex automations on your Mac are a god send combo you can message your Mac and have an automation pick it up and do the task for you and respond back to you :) it feels way more natural too - try it out!
引用@ChatGPTEveryday conversations just got easier with the new Apple Messages plugin. Search messages, catch up on conversations, draft and send replies—all with ChatGPT on your Mac. Now available in ChatGPT Work and Codex on desktop. https://t.co/nicfZMuxZc ↗
@reach_vb2026-08-20♥198👁8.4K↗ 打开X
incredible use of computer history “based on my computer history, what single-use software would make my life easier?” computer history turns your activity across apps and websites into memories and a timeline, so codex can spot repeated workflows and build the little tools that make them easier
▸ 折叠1条(转推/噪音)
转推2026-08-22 RT @thsottiaux: Update on rate limits in Codex. We do see that for some users the cache hit rate has been worse this week than the stable s…
Philipp Schmid@_philschmidAI114.2K粉 · 3条关注递归自改进与语音agent榜单,Gemini 3.1 Flash Live登顶其引用的arena。
@_philschmid2026-08-21♥272👁15.8K↗ 打开X
Humans prefer talking to Gemini🐸 Gemini 3.1 Flash Live is #1 in the new @ArtificialAnlys Speech Agent Arena. https://t.co/MJumMWaoYi https://t.co/SI5VImDjYO
引用Speech Agent Arena称Gemini 3.1 Flash Live位列第一。
@_philschmid2026-08-21♥51👁3.1K↗ 打开X
Is recursive self-improvement is closer than it sounds? Agents already inspect failed runs, edit their own tools, skills, and harness code, and keep what works. Took a step back and wrote down what we understand as recursive self-improvments and where we stand: https://t.co/pfDVWeG2MX
把agent检查失败、修改自身工具与保留有效版本视为早期递归自改进。
@_philschmid2026-08-20♥138👁11.3K↗ 打开X
Awesome Gemma is live on @github 🤗 A list of awesome Gemma resources, tools, and projects. 1. Model cards and collections for 16 Gemma variants 2. Setup guides for Ollama, vLLM, and LiteRT 3. Fine-tuning recipes for Unsloth, Tunix, and MLX 4. Community tutorials, apps, and demos Have an awesome project, tool, or guide? Open a PR. 👉 https://t.co/c3ku7psZLE
Ben Tossell@bentossellAI198.8K粉 · 5条观察Claude移动端不能创建本地session可能把用户送给Codex,并强调直接冷联系。
@bentossell2026-08-22♥4👁2.6K↗ 打开X
引用@bentossellclaude not supporting creating local sessions from mobile must be gifting users to codex ↗
@bentossell2026-08-21♥193👁31.9K↗ 打开X
warm intros are low agency, you can just reach out https://t.co/zlEvicMNoq
引用@c_valenzuelabwarm intros are low agency. you can just reach out https://t.co/GZcziasYHT ↗
用一句“warm intro是低能动性,直接联系即可”挑战常见融资与销售礼仪。
@bentossell2026-08-21♥26👁6.1K↗ 打开X
claude not supporting creating local sessions from mobile must be gifting users to codex
判断Claude不能从移动端创建本地session可能把用户送给Codex。
@bentossell2026-08-20♥3👁4.6K↗ 打开X
~1k people responded to 'do you have a personal agent' https://t.co/rj9zcF2CdD
@bentossell2026-08-20♥23👁6.0K↗ 打开X
chatgpt sites just aint it anyone using it regularly and like it? always super slow for me, also dont like the 'login with chatgpt'
▸ 折叠3条(转推/噪音)
转推2026-08-21 RT @adamludwin: If you are using Grok Bot routines for things like news, research, and other jobs where you generate long-ish output, recom…
转推2026-08-20 RT @dhruvamin: what if AI teammates (Grok Bot, Hermes, etc.) lived everywhere? Introducing Skydive by Anything. - omnichannel (Slack, ema…
转推2026-08-20 RT @jonnym1ller: After my former fiancé took her own life (following an anxiety attack) back in 2017, I've wanted to create an accessible a…
swyx@swyxAI182.7K粉 · 7条讨论人类模拟、递归自改进和AI公司向neocloud靠拢,也继续分发访谈。
@swyx2026-08-22♥13👁4.3K↗ 打开X
🌍🔫👩‍🚀
引用@dylan522pGod damnit, every one of my AI founder friends who actually have revenue are now just transforming into neoclouds with value add on top ↗
用极短反应认同有收入的AI创业公司正在变成带增值层的neocloud。
@swyx2026-08-21♥151👁24.9K↗ 打开X
I think its easy to say "Simulation is a new scaling law" and treat it as marketing hyperbole, but midway along this interview you can hear me go from somewhat shitposting to very very serious. I am 2 years late to this but finally understand why @karpathy and @drfeifei backed @joon_s_pk @msbernst @percyliang et al - Smallville at the time had zero commercial applications, but if you take RSI seriously, from models automating increasingly large parts of ML research and AI engineering, the last* barrier is simulating humans and human feedback, and Simile is obviously the team to do this and already finding PMF at Fortune 100s even at this early stage. I've never been so happy to be so wrong. *or second last ! :) more soon on the Science pod
引用@latentspacepodSimulating Humanity: 85% accurate digital twins, behavioral foundation models, social physics, & 8 billion agents https://t.co/ntIccXOr1y @simile_ai CEO @joon_s_pk explains how AI can move from predicting what people will do to simulating how to shape … ↗
从人类模拟与数字孪生重新理解递归自改进的最后反馈瓶颈。
@swyx2026-08-21♥81👁14.4K↗ 打开X
i have another saas to kill (will share results of Kill My SaaS 1 next week!!) https://t.co/zS59XXgYDG
引用@swyxbtw if you havent set your {codex | claude | gemini | devin} automations to autoresearch how to improve your seo/aeo every week you are really truly missing out on free, should-be-commoditizing-but-weirdly-untapped alpha ↗
预告第二个Kill My SaaS实验,并引用自动研究SEO/AEO的旧主张。
@swyx2026-08-21♥57👁11.9K↗ 打开X
it was a blast covering Build Fest this year - they didnt know this but I learned to code with MongoDB over 10 years ago (shoutout MERN stack) and now in the AI Engineering era seeing SF builders rediscover MDB was so gratifying - this was a *huge* step up from last year!
引用@MongoDBICYMI: Everything announced at #MongoDBlocal Build Fest is designed to help developers stay in flow and ship production AI, faster. From the new Atlas Managed MCP Server for Agents and native Atlas access inside @claudeai, Claude Code, @ChatGPT, Codex, @grok … ↗
@swyx2026-08-20♥94👁21.6K↗ 打开X
proud that @vibhuuuus and i did the most recent pod with @eisokant on why NVIDIA just paid him $6B to buy the incredible model factory that is pumping out Thinky-beating models (actually not exaggeration, look at the numbers) tune in / subscribe / whatever https://t.co/EsgyFnhAIy only on @latentspacepod
引用@eliebakouchwow this is kind of a shock. from what i understand nvidia bought the "model factory" part of poolside and a lot of employees (researchers?) got offers from nvidia. founders staying at poolside is unusual, wondering if they will just become a neocloud/compute … ↗
@swyx2026-08-20♥182👁31.2K↗ 打开X
by total views, matt’s now the top @aidotengineer speaker in our brief history, and arguably one of the best skills experts in the world — his /grill-me has reached all echelons up to @satyanadella (with some variations…) /wayfinder is @mattpocockuk’s /grill-me for /grill-me, when you are just navigating the fog of war and don’t yet know what you dont yet know, and need to orchestrate research and other grill sessions to get there. super glad to have @ricmac help launch our new Skills coverage with his course launch this week! 👇exclusive interview, quick read
引用@latentspacepodWe chat to @mattpocockuk about his /wayfinder skill, which he designed for the "fog of war" — when you need to figure out a project but the end state isn’t entirely clear. This is the first in a series of skills we'll be exploring in the coming weeks. … ↗
@swyx2026-08-20♥125👁22.3K↗ 打开X
well, @openclaw was good to apple this team conservatively drove $50-$150m in mac mini sales alone this year haha (roughly +50% of normal annual mac mini sales worldwide, just due to openclaw 2026) https://t.co/iHe9dQPp0N
引用@steipete512GB RAM Studios. Apple was good to us. 🦞 https://t.co/NyvtNH6lRa ↗
▸ 折叠7条(转推/噪音)
转推2026-08-22 RT @latentspacepod: You are not sufficiently appreciating the scope of RSI. Here's a brief prehistory. https://t.co/f1RK2bPpa8
转推2026-08-22 RT @halftroll: Latent Space pod 'Exo: Harnesses should see their own code and logs — Alex Krentsel' Interesting. Valuable. Be sure to get t…
转推2026-08-21 RT @ben_burtenshaw: TIP: Speak at big, high-quality events like @aiDotEngineer. I did this talk earlier this year, and it was a great learn…
转推2026-08-21 RT @nicoschriever: This week I am cleaning up and improving the codebase of https://t.co/ythYPg3V0O a lot in order to better serve the many…
转推2026-08-20 RT @ChrisLovejoy_: This was a fun talk! Why Your Enterprise Tech Stack Isn’t Ready for AI Agents https://t.co/CsvVz4G9Ej
转推2026-08-20 RT @RealGeneKim: So @swyx and team are still judging his amazing “Kill My SaaS in one weekend” contest, where you could win $10K to replace…
转推2026-08-20 RT @rwalk_xyz: Most founders copy/paste their privacy policy from Stripe or ask Claude to draft an MSA at 2:00 AM, then pray they don't get…
Peter Gostev (SF 24-28 August)@petergostevAI24.1K粉 · 6条实测27B模型并估算banked reset成本,继续校正平台宣传数字。
@petergostev2026-08-22♥13👁1.2K↗ 打开X
I'm quite shocked by how good a 27b model can be
引用@arenaCheck out first impressions of Qwen3.8-27B with @petergostev on our YouTube. We tested it against models up to 100x its size (DeepSeek v4, Qwen 3.8 Max, Kimi K3, GLM 5.3, Grok 4.6, GPT-5.6, and Fable) on identical one-shot generation + agentic tasks. … ↗
同任务对比后惊讶27B模型可达到的水平,完整分数仍待发布。
@petergostev2026-08-21♥86👁13.8K↗ 打开X
Given that OpenAI were testing a reset purchase priced between $5 and $80 (plus/pro) - this banked reset cost OpenAI $150-$240m. Obviously not really, since not everyone is draining the limits, but this is likely why Tibo is not throwing banked resets around I'm also not sure if they are counting free users in their 20m number. If so, maybe this number could be quite a bit lower.
引用@thsottiauxIt's me again. I come bearing great news. First of all, we have hit 20M active users for Codex some time this week. Second of all, this is cause for celebration and during the day we will credit every Codex and ChatGPT Work user with a BANKED reset that you … ↗
按重置购买实验估算banked reset名义价值,明确承认并非所有人会耗尽。
@petergostev2026-08-20♥26👁1.3K↗ 打开X
Still hilarious how bad LLMs are at estimating how long things will take them to build. Were they trained on sandbagging chats with PMs? This took <1 day of me not putting almost any effort in https://t.co/2o34s3KVLx
@petergostev2026-08-20♥9👁1.3K↗ 打开X
the more tests my app has the better it is, right? right?
@petergostev2026-08-20♥4👁957↗ 打开X
Thursday AI - Live Chat About AI News https://t.co/iixon5zQtE
@petergostev2026-08-20♥25👁1.9K↗ 打开X
why are LLMs so worried about the integrity of zip files
clem 🤗@ClementDelangueAI614.6K粉 · 1条主要转发开放模型、专用模型与安全防御观点,本期原创信号有限。
@ClementDelangue2026-08-20♥49👁18.8K↗ 打开X
Agree with @gdb that we need to arm cyber defenders much more than they are now, both with APIs and open models. The real cybersecurity risk of AI is asymmetry of power, capabilities and ressources between attackers and defenders!
引用@gdbdefenders can see the future, and have a narrow window to uplevel their cybersecurity practices now. key is to uplevel fundamentals and apply the best AI tools. what we’re doing at OpenAI, and where other organizations can start: https://t.co/P3IMZkV234 ↗
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转推2026-08-21 RT @DavidSacks: Harvey is a great example of how American companies are building world-class specialized models: they took an open-source b…
转推2026-08-21 RT @NVIDIAAI: Our general-purpose coding agent just scored 100% on the ARC-AGI-3 interactive reasoning benchmark. NVIDIA AVO completed all…
转推2026-08-20 RT @amir: open source AI is...happening? :) Anthropic & OpenAI better hope AT&T is the exception, not the rule https://t.co/Bc2KwCTMh1
Sam Altman@samaAI6.0M粉 · 0条转发GPT-5.6 Sol降价与新一代NVIDIA训练基础设施。
▸ 折叠2条(转推/噪音)
转推2026-08-22 RT @OpenAI: As we continue to push the frontier of capabilities while improving efficiency, we're dropping API and credit pricing of GPT-5.…
转推2026-08-20 RT @udayruddarraju: A milestone for our infrastructure: our first NVIDIA Vera Rubin racks are here and now running our training stack. This…
Rowan Cheung@rowancheungAI596.4K粉 · 0条本期只转发一条无上下文短消息,信息量很低。
▸ 折叠1条(转推/噪音)
转推2026-08-22 RT @elonmusk: Cool
🧑‍💻 独立开发者
Nikita Bier@nikitabierindie1.3M粉 · 1条本期只有窗口前一条算法工程观察,没有新推文。
@nikitabier2026-08-20♥5.1K👁259.6K↗ 打开X
One of my greatest joys is catching up with algorithm engineers: You can explain a very human complaint—like the Timeline is too sensitive to small actions—and then they calmly walk up to the whiteboard, draw out a mathematical solution to it and invent a completely new area of machine learning research And then they explain it to me like I’m a 5 year old.
窗口前一条算法工程观察,仅留附录,不进入当日故事。
Alex Finn@AlexFinnindie469.5K粉 · 3条推广Grok Bot自动处理商务邮件,称一次独立谈判拿下1万美元交易。
@AlexFinn2026-08-21♥35👁2.8K↗ 打开X
Grok Bot just autonomously made me $10,000 Yesterday I gave Grok Bot access to my business email. I get tons of business inquiries and sponsorship requests there The problem is I HATE reading email I told Grok to respond to and negotiate with any legit companies that email me Within 4 hours Grok closed it's first deal. A deal it 100% negotiated on its own. Did market research, found appropriate rates, and negotiated a final price Paid for 33 months of itself We live in the greatest time ever to be a solopreneur
声称Grok Bot独立研究报价并谈成1万美元合作;属于作者自述,需看可复验流程。
@AlexFinn2026-08-20♥831👁60.4K↗ 打开X
Grok Bot is the best AI agent I've ever used The issue is, a lot of people have no idea what to do with it In this video I cover 8 amazing use cases I promise will change your life Implement any number of these to 100x your productivity: https://t.co/wAJxyyUCPL
@AlexFinn2026-08-20♥2.9K👁601.7K↗ 打开X
This is scary. I downloaded an uncensored version of Qwen 3.8 27B onto my Mac It literally does anything you want. First prompt I gave it was asking how you make meth. It immediately answered. With all the noise about slowing down AI innovation in order to increase safety, what is even the point if after every release we'll get an open source version with 0 safety guards? Opus 4.6 level intelligence with 0 alignment that will do anything you want. We are coming up with all these rules and regulations, slowing down companies, making it harder to release models. But then the moment a model releases it gets distilled and uncensored I don't know what the solution to this is. You can't ban open source. That will be impossible. People will find ways online to find the files You can't ban uncensored models. Would be too difficult to enforce. And again, people will get around it Do you just stop putting the breaks on companies knowing it doesn't matter? I mean this is literally a model that can run on a laptop. I'd estimate at least half of Americans can run this model. I don't know what the answer. I 100% believe safety is a priority and it's dangerous to have this technology in the wrong hands. But how do you enforce safety when safety is becoming increasingly difficult to maintain? If safety becomes impossible to maintain, do you still prioritize it? I'd argue this is the number one issue going into the next election.
窗口前的本地无审查27B安全担忧,保留作附录背景,不进当日叙事。
▸ 折叠3条(转推/噪音)
转推2026-08-22 RT @TinaMBean: Best Grok @bot video yet, by the GOAT, @AlexFinn. 8 Grok Bot use cases I promise will change your life https://t.co/9SMs6xtD…
转推2026-08-21 RT @AlexFinn: Grok Bot is the best AI agent I've ever used The issue is, a lot of people have no idea what to do with it In this video I…
转推2026-08-20 RT @AlexFinn: Hey you. Yeah you. You can literally download Grok Bot right now and by the end of the night have an autonomous revenue gene…
@levelsio@levelsioindie935.2K粉 · 10条集中批评Apple软件质量与开发者体验,也分享了几件生活和消费观察。
@levelsio2026-08-21♥154👁37.4K↗ 打开X
So many people in the replies here told them they got injuries from deadlift after 100kg So I ordered this Rogue Trap Bar Fully centered point of gravity which might help https://t.co/ARFOOZAybZ
引用@levelsioMy squat is 125 kg/275 lbs/1.6x bw (intermediate) My bench is 100 kg/220 lbs/1.3x bw (intermediate) My deadlift is 125 kg/275 lbs/1.6x bw (novice) I think wanna move slowly from intermediate to advanced I think, I don't need to be elite lifter My deadlift … ↗
@levelsio2026-08-21♥496👁83.9K↗ 打开X
I was in Lisbon yesterday where we were literally chased by drug dealers because they asked me if I wanted to buy and I said "no thanks" I try avoid the city, obviously it's localized to a few parts, but I'd also add, not really, it's kinda spreading out to all over the city There's an entire "crackolandia" now near Campo de Ourique if you drive off from there to the highway, full of crack zombies Police generally do nothing Odd about that part btw is it's literally a mix of I think social housing and crack addicts, so you see families having lunch outside while people a few meters away are shooting up And that part isn't even the worst
引用@RadioGenoaThis is Lisbon. Corrupt and weak EU politicians have turned Europe into a dump ground. https://t.co/j33DUVAaGY ↗
@levelsio2026-08-21♥630👁55.1K↗ 打开X
It's really outrageous how Apple still hasn't been able to fix Search especially on MacOS
引用@themoneygps@levelsio Apple has a team of people that do shit like creating emojis! Search is mostly non functional and yet I have to see emojis in every part of every Apple app ↗
点名macOS搜索长期不可用,是Apple质量批评中的具体例子。
@levelsio2026-08-21♥1.1K👁139.2K↗ 打开X
I remember as a PC guy how I bought my first Apple device, a MacBook Pro, in 2013 I bought it because that's what my brother had (a pro VFX guy) and also a lot of people in startups around then switched to MacBooks Back then Windows had become such a POS to use I'm starting to feel we're reaching a similar moment with Apple I just saw @dhh's Omarchy's foundation announcement and this video by @theo is also accurate Apple has given a consistent big F U to developers for over a decade, but at least their software worked well enough. The last few years that changed and you start seeing really dumb and messy bugs everywhere especially in iOS but also MacOS As an example every time I open my camera from my iPhone's homescreen to quickly picture somethig that quickly happened (like a plane flying by slow) I miss it because my Camera app goes into a weird blur freeze or just stays black Just basic software things Apple can't even do anymore A big reason for this of course, may I say it, is Steve not being there. Steve was obsessed about details. Modern Apple doesn't care about details at all Developers are just a tiny sliver of society but they are trend setting and if you lose them, there's a good chance the rest of people will move on to other platforms too Apple should be studying what's happening now because add this to also investing $0 into AI (which people call a "great move" as models go open, I'm really not sure about that) they might not have a moat left I know for sure if I switch from a MacBook Pro running MacOS to a Dell XPS with Linux that will be a gateway drug for me to also move my iPhone with iOS to some great hardware phone running a great custom minimal Android install And I never even considered switching before this year!
引用@theoYour Mac is slowing you down. Moving to Linux has exponentially improved performance for my agents, in particular on the file system side. https://t.co/7H5EeCubpC ↗
从Apple软件质量与开发者体验恶化推演Mac用户迁往Linux的可能性。
@levelsio2026-08-21♥66👁32.3K↗ 打开X
ELI5: - One organic spray (called BT) is made from friendly bacteria. It’s genuinely safe — like a gentle helper that only hurts the bad bugs. ✅ - But another organic spray is copper (yes, the metal). It’s allowed because it’s “natural.” Problem: it never goes away. It just sits in the dirt forever and forever, like glitter you can’t clean up. Too much hurts fish and worms. Europe is trying hard to use less of it. - Some plant sprays are okay in organic. Almost the same man-made versions are banned — even if the man-made ones are sometimes gentler and smarter. One natural spray (rotenone) used to be popular… until they discovered it was actually pretty bad and banned it. - Rules say “only spray if you really, really need to.” But on big fruit farms, they often just spray on a calendar anyway. https://t.co/RyUuVWyLbk
引用@rob_mcrobbersonhi, my entire family farms and ranches. let me help clear up some misinformation here bt is a great example and yeah its genuinely safe. but the list isnt sorted by toxicology but provenance copper fungicide is organic approved, never degrades, accumulates … ↗
@levelsio2026-08-21♥13👁22.6K↗ 打开X
引用@rob_mcrobbersonhi, my entire family farms and ranches. let me help clear up some misinformation here bt is a great example and yeah its genuinely safe. but the list isnt sorted by toxicology but provenance copper fungicide is organic approved, never degrades, accumulates … ↗
@levelsio2026-08-21♥638👁105.0K↗ 打开X
This is genius E-ink art frame called InkPoster Don't get stuck with one artwork/painting forever, just change it whenever you like Imagine setting up scenes/moods for your house, like calm, relaxed, ambitious, agressive and your art all changes etc. https://t.co/hEEW6RXFSM (Unaffiliated, just a great idea)
引用@SlexAxton@wesbos @levelsio overpriced but the newest generation is much better than the previous generation- have had both. If you wanna talk her out of it maybe offer to separate concerns. Get a $700 tv and an inkposter for photos/art. https://t.co/mI4oel6FxA ↗
推荐可切换画面的电子墨水艺术框,价值主张是一句话可见的场景切换。
@levelsio2026-08-21♥269👁62.8K↗ 打开X
@levelsio2026-08-21♥274👁76.8K↗ 打开X
Kg to Lbs is the most annoying because it's like "almost" 2x but then it's off by a bit
引用@ky__zoit's so annoying to having constantly recalculate pounds and kg at american gyms, i've built myself https://t.co/u5E9VM9Dwc to quickly find the right weights https://t.co/yOim4jAMGh ↗
@levelsio2026-08-20♥436👁131.2K↗ 打开X
Like most things most women do it's signaling to other women, not men
引用@vrexecI often wonder what the evolutionary reasoning is behind making these videos. ↗
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转推2026-08-21 RT @Shpigford: i love that @jonathan_wilke has made nearly $100k on https://t.co/NswjJpiDBq in less than 48 hours. you can be mad about it…
转推2026-08-21 RT @dhh: THE ANNOUNCEMENT: We’re going to make the prophecy of The Year of Linux on the Desktop come true. All the pieces are now in place.…
转推2026-08-21 RT @jonathan_wilke: Okay let me summarize the past 24 hours for you 🤯 - launched https://t.co/ZElVA2hguv at 11:08PM yesterday - got 200k+…
转推2026-08-20 RT @KonstantinKisin: It was great to finally have someone admit the truth: climate doomerism is about one world government, ending democrac…
转推2026-08-20 RT @goldi__of: RIP DEUTSCHE AUTOINDUSTRIE. 🇩🇪💀 Der neue XPeng G9L. 5,12 Meter Premium-SUV. China-Preis: ab 259.800 Yuan - ca. 31.000 €.…
Jon Yongfook@yongfookindie168.9K粉 · 9条一边拿Outbid热潮开玩笑,一边讨论竞价站是实验课还是FOMO提取。
@yongfook2026-08-22♥28👁1.0K↗ 打开X
Proud to announce Fartbid - whoever farts the loudest gets to be on top! Our patented algorithm can detect the difference between a live fart and a recording, so no cheating! https://t.co/gyIrShANyk
@yongfook2026-08-22♥86👁4.8K↗ 打开X
Owner of the .lol TLD after making zero sales for years. https://t.co/WHxNkGja8s
@yongfook2026-08-22♥62👁10.4K↗ 打开X
100% agree, but I also think in a way if you launch one of these you'll learn some indiehacking lessons; that you can build something cool and still make zero money from it, because <reasons>. Better you learn that on a 1 day toy project, than sink months into building a SaaS.
引用@ShadabshsFor fuck’s sake, stop calling this indie hacking. This is hype extraction. Create a leaderboard, manufacture FOMO, get people to throw money at it, screenshot the spike, then pretend someone built a $60k business overnight. Most of these will be fucking … ↗
认为一天复制竞价玩具仍能低成本学会“做出来也可能零收入”。
@yongfook2026-08-22♥77👁10.5K↗ 打开X
This is one of the best ideas I've seen in a long time. I love the thought of having a stack of these on my coffee table, a magazine curated by me. Perfect intersection of utility and vanity.
引用@danielbelfortIntroducing Offprint™ The physical magazine made from everything you "save for later" but never actually go back to read. Find online, read offline. Print media is back! https://t.co/9ClUYi8e8R ↗
看好把稍后阅读内容做成个人纸质杂志,兼具实用与身份表达。
@yongfook2026-08-21♥114👁4.4K↗ 打开X
me building an artisanal, high protein SaaS product while you vibe code your 27th bidding directory. https://t.co/e1dcMdLf3T
@yongfook2026-08-21♥70👁6.1K↗ 打开X
They are bidding to list on a directory… they paid to be on that fellas wedding jacket… … they will pay for a sponsored slot on my rally bike right? 😆🤔 https://t.co/vkseoZLN83
@yongfook2026-08-21♥86👁10.0K↗ 打开X
Learning every day. As an API product founder, when I created our MCP I figured, just enable all API actions. But in the MCP world there’s tradeoffs, context size, reasoning ability, etc. So now the default is 17 tools. 56 available at /all if you want everything.
MCP默认只暴露17个工具、完整56个另放/all,主动控制上下文负担。
@yongfook2026-08-20♥950👁78.9K↗ 打开X
Sometimes I feel like I'm overcomplicating my life trying to build a SaaS company when you can just build a directory site and make like $25,000 in one day lol
引用@jonathan_wilkethis is unreal https://t.co/zV8srHUMOa ↗
@yongfook2026-08-20♥50👁5.4K↗ 打开X
At Bannerbear, we dogfood our own software. Adding "as used by Bannerbear" to homepage.
Marc Lou@marclouindie372.7K粉 · 6条用数据项目、Outbid流量和“把思考外包给AI”串起分发与认知话题。
@marclou2026-08-22♥117👁19.5K↗ 打开X
New PR: 8 minutes 🎉 I realized it’s 50% muscle 50% mental. My shoulders are basically dead after 3 minutes and then it’s the little voice inside telling me to hold until {{goal}}. I don’t know if this one counts tho, because I lifted my elbows a few times and I wasn’t in proper form. Not an excuse but the floor was getting slippery. Anyway I’m Pretty proud of it!
引用@marclouI just hit my plank hold PR: 7 minutes 🥵 ↗
@marclou2026-08-21♥130👁23.6K↗ 打开X
+858% visitors last 24 hours 200+ people online 307 new users https://t.co/zGCl9j5MLc
引用@jonathan_wilke@marclou my analytics provider broke under the traffic of https://t.co/ZElVA2hguv. I'm moving it to datafast. Hope you got your servers ready! ↗
Outbid流量让DataFast单日访客增长858%,也是基础设施承压测试。
@marclou2026-08-21♥610👁99.8K↗ 打开X
I see a lot of these ad-first websites pop up these days. - https://t.co/uuGtE3efKM ($10k) - https://t.co/gcqeR26ERI ($42k) - https://t.co/7OXiS97WPl ($200k) (+many more I forgot) It shows that distribution is now the real moat.
引用@jonathan_wilkeOkay let me summarize the past 24 hours for you 🤯 - launched https://t.co/ZElVA2hguv at 11:08PM yesterday - got 200k+ visitors so far - made $21.499 from it - got 1500+ new followers - broke my analytics provider - got offered $100k to sell outbid - 3 … ↗
列举多起ad-first网站收入样本,判断分发已成真正护城河。
@marclou2026-08-21♥122👁26.6K↗ 打开X
Should you eat organic food or not? @bryan_johnson said that sometimes organic is worse than non-organic, so I wanted to check this myself. I found 2 datasets: - 🇺🇸 California DPR: 330 organic + 2,743 non-organic samples - 🇩🇪 EFSA Germany: 1,913 organic + 7,907 non-organic samples I compared measured pesticide concentrations, detection frequency, multiple residues, and EPA-relative exposure. 1. Pesticide residues appeared in 13.9% organic vs 75.2% non-organic, about 82% less often. 2. Organic had lower EPA-relative exposure for 22 of 23 foods. I plotted the chart below that shows organic foods in color and their non-organic equivalents in gray for comparison: https://t.co/lqryeeY98u What I understand from this data: 1) If you can, go full organic. 2) If not, prioritize organic for 🥬 lettuce (5% vs 80% detected), 🍎 apples (5% vs 91%), 🫑 peppers (16% vs 80%), 🍐 pears (22% vs 89%), and 🥬 spinach (31% vs 95%). 3) Broccoli 🥦 is a lower priority: exposure was only 0.014% vs 0.022% of the EPA reference level
引用@marclouI made a mini-app that compares pesticide and longevity for 69 fruits, vegetables, and beans. It uses 124,880 USDA + UK samples, EPA toxicity benchmarks, and Food Compass 2.0. Click a fruit to see more. https://t.co/lqryeeYGY2 Take #1: The healthiest … ↗
用两组公共数据比较有机与非有机食物农残,结论仍需注意数据口径。
@marclou2026-08-21♥222👁16.9K↗ 打开X
The Dead Internet is a group of people who outsource their thinking to AI.
把Dead Internet定义为把思考外包给AI的人群,短句传播性很强。
@marclou2026-08-20♥424👁28.1K↗ 打开X
Throwback to 3 years ago. Building startups out of curiosity and launching them with goofy little videos. https://t.co/mS1KdWifqS
▸ 折叠3条(转推/噪音)
转推2026-08-22 RT @starter_story: This dude Rob who makes $22K/month as a solopreneur while traveling the world says: you can't actually build a business…
转推2026-08-21 RT @marclou: The Dead Internet is a group of people who outsource their thinking to AI.
转推2026-08-20 RT @marclou: Throwback to 3 years ago. Building startups out of curiosity and launching them with goofy little videos. https://t.co/mS1KdW…
Tibo@tibo_makerindie202.7K粉 · 9条用1.2万美元测试公开竞价流量,并系统复盘价格上涨与流失下降。
higher price = lower churn sounds wrong but let me explain we launched Tweet Hunter at $9/month then raised prices, slowly $9 -> $19 -> $29 -> $39 -> $49 over roughly 12 months price went up 400%, and churn went DOWN here's what I have learned about pricing and churn from that: 1. churn is decided at signup, not at cancellation your pricing is a psychological filter on who comes in a bad-fit customer will leave in a month or two max. with low prices they come in fast because $9 says "it's someone's weekend project" and $49 says "it's a serious business built for serious operators" 2. the buyer changes with price, so the behaviour changes often if a $9/month user does not see value, they cancel right away (at this price, users generally come in to try or buy on impulse) but a $49/month user comes in with a goal and they usually try harder to get the value from it and if they have issues, they raise support tickets that make the product better what cheap pricing actually costs you: 3. cheap customers are the most expensive ones low prices don't just bring in users who leave fast, they bring in the most demanding people you'll ever serve more unreasonable feature requests, more support tickets, more refunds, and less revenue to cover any of it. I still do support on all 6 products, so I feel this one directly 4. your pricing decides what kind of users you let in, and that changes what YOU build low prices quietly cap what direction you take your product in how to actually raise prices: 5. raise slowly and ship while you raise $9 to $49 overnight is a completely different move than $9 to $49 across a year of shipping we shipped a lot on Tweet Hunter in those 12 months and I could see the difference in who was signing up 6. do not change the price for old users because for an old user, leaving means losing a rate they can never get back strongest retention lever I know that's lock-in though, not fit. split your churn by old price and new price if you want to know which one you actually got 7. when "too expensive" shows up as the reason for cancellation, that's usually not about price it's the polite version of "I stopped seeing value" if your product adds value to your users at a justified price, they will rarely complain about price and if they do, either your product isn't delivering value or they aren't the right user 8. past a certain price you leave impulse territory and enter budget review the Outrank agency plan is at $1,499. at that price nobody forgets they're paying you it gets looked at every month, on purpose, as an active expense see, all of this is true, but none of it will work if your product doesn't deliver the value you promise a high price on a weak product will just get you a lot of refund requests, nothing else it has played out similarly across all of my SaaS: - Revid: acquired as Typeframes, one-off videos, ~30% churn. rebuilt it as a real subscription at a real price. $00k+/month today - Outrank: $99/month, premium instead of cheap. LTV up 33%, churn down ~20%. $120k mrr last August -> $300k+ today - SuperX: told people last September to lock in $29 before it moved. it's at $49 now so do this today: pull up your cheapest cohort and your most expensive cohort compare retention, engagement, support tickets and even user type you already know what you'll find
复盘Tweet Hunter一年从9美元涨到49美元、价格升而流失降的用户筛选机制。
@tibo_maker2026-08-21♥55👁30.5K↗ 打开X
results so far 👀 not insane but not bad but I don't think it would work for anyone Outrank converts quite well and I think it's a good fit as it also sells traffic to business owners https://t.co/7LUwzTpok9
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
投放后的早期反馈一般,但认为Outrank与该流量更匹配。
@tibo_maker2026-08-21♥296👁33.6K↗ 打开X
this guy made $1m+ using the Outbid playbook in 2005 since yesterday i've seen a dozen people cloning Outbid or building their own version of it but these ideas only work once in 2005 @tewy made a blank webpage with 1,000,000 pixels and sold each one for $1 in 5 months he made $1,037,100 within weeks there were hundreds of copycat pixel sites and every single one died oh and Alex went on to co-found Calm 🤯
用Million Dollar Homepage提醒复制品通常吃不到原作红利。
@tibo_maker2026-08-21♥104👁7.3K↗ 打开X
only thing I can think of right now how I'll handle the fact that I need to sleep https://t.co/5yKdqHmWgB
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
@tibo_maker2026-08-21♥62👁9.4K↗ 打开X
you guys are gonna make me look dumb .. and @eugZolotarenko will fire me for wasting $12,000 https://t.co/6Ck46fJ6MD
引用@tibo_makerwhy i spent $12,000 on a meme: (but maybe I am dumb and I lost my money) 1. this is profitable if 6 people subscribe (Outrank LTV is great, like $2k - it's a good product, people stay for a long time) 2. AI mentions are the most relevant traffic ever and … ↗
@tibo_maker2026-08-21♥109👁10.0K↗ 打开X
sentenced to work all day to outbid others https://t.co/XIw70yERz0
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
@tibo_maker2026-08-21♥234👁70.3K↗ 打开X
why i spent $12,000 on a meme: (but maybe I am dumb and I lost my money) 1. this is profitable if 6 people subscribe (Outrank LTV is great, like $2k - it's a good product, people stay for a long time) 2. AI mentions are the most relevant traffic ever and you can not bid on it (lol), it's hard to get 3. the most effective way to get AI Mentions is through https://t.co/phaqan6lqj - i genuinely don't know a better software to get some go try it, people like it
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
按约2000美元LTV推算6个客户回本,并把AI提及作为投放理由。
@tibo_maker2026-08-21♥103👁16.4K↗ 打开X
and weeee're gone 🤦‍♂️ https://t.co/CyB6vYbLNl
引用@tibo_makerjust paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm ↗
@tibo_maker2026-08-21♥437👁237.7K↗ 打开X
just paid $12,000 to outbid others with Outrank now let's see if I just lost my money 👀 https://t.co/0P4s5bvICm
花1.2万美元把Outrank顶到Outbid首位,公开承认可能亏损。
▸ 折叠6条(转推/噪音)
转推2026-08-21 RT @clarkcharlie03: 1) I think it’s unlikely Tibo will make his money back. Traffic is likely very low intent 2) It’s a huge amount of mone…
转推2026-08-21 RT @eugZolotarenko: I guess at this point @jonathan_wilke makes $2 every 30 seconds. Not bad 😅 https://t.co/QbAzcGGjwY
转推2026-08-21 RT @praneethpike: this may be the moment I finally suck it up and start focusing on building an audience. @jonathan_wilke is such a genius…
转推2026-08-21 RT @ImAVibeCoder: What is even more crazy that he payed $12k for this, is that LTV on outrank is $2k.
转推2026-08-21 RT @eugZolotarenko: We've just did a crazy thing 😅 Outrank is now #1 on Outbid .lol https://t.co/cHYIP9egkM
转推2026-08-21 RT @jonathan_wilke: Super pumped to see fellow indie hacker @tibo_maker take the lead of https://t.co/3tMzhIlC1s 🥇🔥 https://t.co/YG57BFs4ST
Adam Lyttle@adamlyttleappsindie57.4K粉 · 15条把AI做网页3D游戏拆成性能优化、短冲刺和可玩性验证。
@adamlyttleapps2026-08-22♥2👁258↗ 打开X
Generational wealth being generated right now https://t.co/y2o60LzfGA
引用@jonathan_wilkeGood morning friends! The madness of https://t.co/3tMzhIlC1s doesn't stop: 👀 1,147M visitors 🏆 #1 rank at $14,013 💰 $132k revenue 📦 867 products added 🔗190k+ product link clicks 📋 A new product added ~ every minute Let's see where we can take this 🚀 … ↗
@adamlyttleapps2026-08-22♥7👁1.1K↗ 打开X
It looks like Steven has cracked the code for both Google Play and App Store 🎉
引用@stevenpdevThree years after being laid off—and more than a year of focused work - I finally reach my first $3,000 revenue day. (Not profit). A big milestone for me because it used to be my whole salary for a month. Thanks @adamlyttleapps and @stevehoyek showing … ↗
@adamlyttleapps2026-08-21♥102👁4.4K↗ 打开X
Flash games are back Million dollar homepage is back The 90's are back! The internet is less serious and fun again Now I just need music on my X profile
@adamlyttleapps2026-08-21♥6👁2.6K↗ 打开X
It's like DOOM and Geometry Wars had a baby
引用@tdinh_meDEMO 2 IS READY!!! Pls help test play here: https://t.co/ADAmW36J1P New items, boss, jetpack, and (no spoiler) a surprise at wave 10 😉😉😉 https://t.co/Lcy7fDmSg7 ↗
@adamlyttleapps2026-08-21♥7👁2.2K↗ 打开X
Part of me wants to do some crazy challenge like a game a week But I don’t know what that actually entails Right now it’s fun just turning ideas into playable things. It’s a great creative outlet with a the possibility of a great upside I think my strategy is to keep tinkering. Playing with ideas. And see what lands.
引用@joe_ashwell@adamlyttleapps man you’re cooking lately!! ↗
@adamlyttleapps2026-08-21♥48👁5.5K↗ 打开X
It’s the 👀 that make it this valuable The code, the idea… it’s all secondary https://t.co/YssvTdx1OS
@adamlyttleapps2026-08-21♥28👁3.6K↗ 打开X
The other thing I’ve realised lately: There’s a market for idle developers who are waiting between agent work now Next game will be focused on devs This one isn’t for devs. If you alt tab away your ship will get sunk and you’ll lose your captured flags Got a few ideas already
引用@adamlyttleappsjust make it exist first, you can make it good later! 🏴‍☠️ Sea Barons → free to play https://t.co/rXTSqb9pPd ↗
提出agent等待间隙里的开发者可能成为新游戏受众。
@adamlyttleapps2026-08-21♥22👁3.4K↗ 打开X
Got this running at 60fps on desktop and mobile (in the browser)! Sol transformed the graphics but left with me a web app running at 10 fps To optimise I… Generated medium and low poly versions of every asset. (Depending on your distance it will hot swap. Low models at far distances, high at close and medium for everything else) The sea reflection doubled the processing (it literally redraws the entire world but just upside down) Switched out the reflections to the low poly versions. And then it only updates every second frame. I tried running this every 4 seconds but it was just too noticeable Added fog. Fog is your best friend to hide the ugliness 😂 I had originally downloaded meshes and some of them were 30k tris. I asked fable to work with fal ai to get them all down to 2k. The palm tree was the biggest offender. It didn’t need to be as detailed for what the scene needs. And it gets duplicated *everywhere* causing massive slowdowns. And then I just had to go through all the visuals and fix them one by one. Getting everything to look right by sight. End result: I love it
引用@adamlyttleappsjust make it exist first, you can make it good later! 🏴‍☠️ Sea Barons → free to play https://t.co/rXTSqb9pPd ↗
把网页3D游戏从10fps优化到60fps,具体用了多级模型、低频反射与雾。
@adamlyttleapps2026-08-21♥50👁10.3K↗ 打开X
just make it exist first, you can make it good later! 🏴‍☠️ Sea Barons → free to play https://t.co/rXTSqb9pPd
引用@adam_x_mentis@adamlyttleapps DUDE! That’s. Insane. What a level up. ↗
@adamlyttleapps2026-08-20♥81👁2.4K↗ 打开X
Excited to have been invited as a #shipaton guest judge again this year! Looking forward to see what you all create Also very pleased to see there’s a Conflict of Interest category. For judges and @RevenueCat staff to participate. So my plans for my project submission this year still stands 😂
@adamlyttleapps2026-08-20♥110👁11.7K↗ 打开X
I created my own loop instead Visual parity without regressions achieved Sol Ultra 1 hour 37 minutes 229,187 tokens https://t.co/9f4Iy9wq1A
引用@adamlyttleappsGauntlet loop round 2: lighting + ambience First image = current game screenshot Second image = mockup of what I want it to look like I've mocked up how I want the game to look. Took a scene from the game that shows the desired outcome. I used nano banana … ↗
@adamlyttleapps2026-08-20♥33👁7.5K↗ 打开X
I'm starting to think loops are not the answer Again we had some massive visual improvements a few generations in Followed by a swift regression Similar results to my last experiment. A few hours in great! Any futher.. bad. https://t.co/3D3AVn93Qi
引用@adamlyttleappsGauntlet loop round 2: lighting + ambience First image = current game screenshot Second image = mockup of what I want it to look like I've mocked up how I want the game to look. Took a scene from the game that shows the desired outcome. I used nano banana … ↗
@adamlyttleapps2026-08-20♥402👁39.6K↗ 打开X
What I've learned about vibe coding a game (so far): 1. AI is very good at building the initial prototype game engine. Here you can test how the game mechanics work, whether its' enjoyable and what needs to be tweaked. At this stage you have a PS1 era game. Horray. There's no point going any further with a game if it just isn't fun or is buggy at this stage. I think the key is to polish the actual gameplay here as much as possible before diving into the graphics. 2. It's much easier to just buy 3d game assets from places like TurboSquid than it is to get AI to generate the 3d meshes for you. Then you use the initial mesh as the base then use the fal ai mcp to make modifications to the 3d mesh and tweak textures. You don't need to learn any 3d modelling you can just talk to your agent using normal language ("make the hull longer") Now you have an Unreal engine 1 era game. Horray! 3. I'm still learning the next phase. But clearly the next big jump is refinement. And this is the part that goes way outside my skillset and understanding. So I'm experimenting: My current thinking is utilising very specific and concentrated sprints with gauntlet loops to improve one part of the game visuals at a time: ambience, lighting, etc. I've seen others do amazing things with this push.
引用@adamlyttleappsGauntlet loop round 2: lighting + ambience First image = current game screenshot Second image = mockup of what I want it to look like I've mocked up how I want the game to look. Took a scene from the game that shows the desired outcome. I used nano banana … ↗
@adamlyttleapps2026-08-20♥58👁40.2K↗ 打开X
Gauntlet loop round 2: lighting + ambience First image = current game screenshot Second image = mockup of what I want it to look like I've mocked up how I want the game to look. Took a scene from the game that shows the desired outcome. I used nano banana to mockup just ambience + lighting updates. Now I've directed sol to make it happen using the gauntlet loop. Perhaps my last loop was too ambitious. Which was what caused it to keep going off track. Perhaps the key is mini sprints. This case just update the lighting, ambience, water and sky. I intentionally didn't mention anything about performance. I don't want to waste loops on micro testing every change. Instead: I'll tackle performance in another gauntlet loop session (if this one even works) Going to bed. Let's see what it looks like in the morning
@adamlyttleapps2026-08-20♥54👁7.0K↗ 打开X
He’s out here again with the stall in public Last time it was a word game now it’s Pokédex for pets This is what dedication looks like. I need to take note
引用@taiomiBuilding in Public, in public. #shipaton #buildinpublic https://t.co/wSyJ7JCPIR ↗
Josh Pigford@Shpigfordindie72.5K粉 · 15条记录个人健康数据产品、实体制作工具和Outbid热潮,重点仍是产品亲历。
@Shpigford2026-08-21♥7👁3.3K↗ 打开X
one of the biggest revelations i had recently was how powerful it becomes for individuals who are *currently* healthy. https://t.co/HZVGw1tLWg tracking your bloodwork, annual physical and various ailments becomes *incredibly* powerful as you get older and if you find yourself with a serious diagnosis. you end up with *years* of health data that you can immediately give access to loved ones and caregivers with the full power of AI to help them help you.
引用@Shpigfordhttps://t.co/ppStXUoiXY is one of the most powerful + impactful products i've ever built. using it for mom's cancer journey, my kids' healthcare & our own individual healthcare. it's just so useful for all stages of life/health. i feel much more like a … ↗
强调健康时持续记录体检与血液数据,未来可直接交给家人与照护者。
@Shpigford2026-08-21♥45👁7.4K↗ 打开X
https://t.co/ppStXUoiXY is one of the most powerful + impactful products i've ever built. using it for mom's cancer journey, my kids' healthcare & our own individual healthcare. it's just so useful for all stages of life/health. i feel much more like a steward than a developer
@Shpigford2026-08-21♥20👁2.1K↗ 打开X
my brain: "what's a joink lover? sounds nasty." https://t.co/Nuc4FOYB18
@Shpigford2026-08-21♥13👁1.9K↗ 打开X
if you send calendar invite spam i hope you get debilitating brain freeze every hour on the hour for the rest of your days.
@Shpigford2026-08-21♥59👁12.9K↗ 打开X
another day. another https://t.co/Q9XJssQEjn use in the wild. i quite literally would like to eat this it's so good.
引用@stolinskiI made this for Sentry Hackweek. I'll be doing a deep dive soon, but it's a personal recorder that sends my transcripts to a router that determines if the text is a simply a todo, reminder OR if it's work. If it's work, Pi agents get started in it right away, … ↗
@Shpigford2026-08-21♥368👁31.5K↗ 打开X
i love that @jonathan_wilke has made nearly $100k on https://t.co/NswjJpiDBq in less than 48 hours. you can be mad about it, try to copy it, say it's dumb or that it won't last. none of it matters. jonathan caught lightning in a bottle on a whim. the internet is amazing. https://t.co/Xw48mxaWwP
把Outbid近10万美元收入视为偶然抓住闪电,不纠结是否愚蠢或长久。
@Shpigford2026-08-21♥10👁1.7K↗ 打开X
引用@jamesckempI've been using https://t.co/tJe75QnWtR to design a stackable under-desk tray system, which prints on an A1 Mini. It's been fun! Lots of test prints, but right now the 4hr tray print is on its way. https://t.co/6jJQcdD4J4 ↗
@Shpigford2026-08-21♥3👁3.2K↗ 打开X
I knew this list would be long but…
引用@mdslet me just simply choose a model real quick... gpt-5.3-codex-low - Codex 5.3 Low gpt-5.3-codex-low-fast - Codex 5.3 Low Fast gpt-5.3-codex - Codex 5.3 gpt-5.3-codex-fast - Codex 5.3 Fast gpt-5.3-codex-high - Codex 5.3 High gpt-5.3-codex-high-fast - Codex … ↗
@Shpigford2026-08-21♥42👁7.6K↗ 打开X
This has got to be an absolutely soul crushing job.
引用@zzwitzCRAZY STAT There are only ~500 app store reviewers And they spend an avg of ~SIX MINUTES reviewing each app Pulled from the Apple v Epic Court Cases https://t.co/JeueW97t4I ↗
@Shpigford2026-08-20♥2👁1.9K↗ 打开X
agreed that there's far too much emphasis on a "launch event". the value is in showing up every day.
引用@nikitabier@levelsio @lulumeservey Everyone overthinks marketing. For every product launch we did at X, I wrote the announcement 20min before clicking post. Better to be launching something every week instead of focusing on how to make a single-day traffic spike … ↗
@Shpigford2026-08-20♥1👁1.9K↗ 打开X
anybody know why @XDevelopers only allows blocking via API on enterprise plans? feels...arbitrary. https://t.co/j3nMTrAyXg
@Shpigford2026-08-20♥8👁1.9K↗ 打开X
i'm a sucker for custom cases like this! love it!
引用@techenbyFollow up to my Pi/Kiosk stream from earlier this week. I'm using https://t.co/ig0S169TS2 to create a case for the display, so the cables, and boards aren't exposed. The manufacturer of the display I got gave me detailed specs of the device, which I fed into … ↗
@Shpigford2026-08-20♥2👁1.9K↗ 打开X
feature request for @diabrowser: app profiles. i don't necessarily want to setup entirely separate browser profiles, but there are a couple of apps that i have multiple accounts. would love for a quick switch just for that app/domain.
@Shpigford2026-08-20♥4👁1.8K↗ 打开X
New skill for Initial Commit Club members: Clarity Audit https://t.co/0KJzaHtLhO You know what every button does because you built it, and none of that made it into the interface. This finds where a new user has to guess and proposes the smallest wording fix to bring clarity.
@Shpigford2026-08-20♥2👁2.6K↗ 打开X
引用@jarvis_bestHuge data center meltdown in Aurora. Absolute disaster. Data everywhere. ↗
Danny Postma@dannypostmaindie180.4K粉 · 7条给自制agent工作台补git、worktree和todo下放,也继续做MMO。
@dannypostma2026-08-22♥85👁6.0K↗ 打开X
building desktop apps feels like a whole new unlock never knew it was this "simple" to setup
@dannypostma2026-08-22♥24👁3.2K↗ 打开X
subscription maxxinnng https://t.co/2REWrame8C
@dannypostma2026-08-22♥26👁4.0K↗ 打开X
gotta love scratching your own itch https://t.co/DBahRkCnfx
@dannypostma2026-08-22♥64👁11.1K↗ 打开X
Starting to take shape now. Shipped today: ✅ full git sidebar to commit, stage, merge and see diffs ✅ worktrees to enable parallel agents ✅ todo manager with ability to offload to agents https://t.co/X5ONHoYyAx
引用@dannypostmaGot tired of switching tabs, so I built my own agent workbench. https://t.co/ShQQGSG3zL ↗
工作台新增git侧栏、worktree和可下放给agent的todo管理。
@dannypostma2026-08-22♥47👁10.5K↗ 打开X
No shade to Marcos, but seeing a lot of comments like this. With AI now being able to create anything you want, I highly recommend anyone to try building software to solve their own itches. Everyone has their own specific needs and wants and building a tool that works exactly like you want + being able to add any feature in minutes is a magical liberating feeling.
引用@mark1nhu@dannypostma Why not just use Orca? ↗
鼓励每个人用AI做贴合自己具体偏好的小软件,重点是自用而非同质化销售。
@dannypostma2026-08-21♥52👁7.2K↗ 打开X
added tons of stuff to my MMO this week; cooking, eating, farming my favorite is definitely the day/night cycle adds a little extra cozy + scariness to the game https://t.co/NRRXcz0yQI
@dannypostma2026-08-21♥303👁58.1K↗ 打开X
Got tired of switching tabs, so I built my own agent workbench. https://t.co/ShQQGSG3zL
因切tab摩擦自制agent workbench,是明确的自用工具起点。
Arvid Kahl@arvidkahlindie207.4K粉 · 5条复盘Outbid成功所需的受众与失败积累,并观察AI编码催生的元项目。
@arvidkahl2026-08-22♥33👁4.2K↗ 打开X
If there's one thing I really love about AI coding, it's that it makes it possible to build hilariously meta projects like this one (and every single bidding website out there) in minutes. You can just do things, no matter how bonkers and useless they are :D
引用@larsbuildswant me to ship this? just 20 more people on the waitlist and I ship it already spoken to interested folks! this is the time for this 🚀 get on the waitlist here: https://t.co/9JmS2prKUh https://t.co/8u9VCeyb1f ↗
@arvidkahl2026-08-21♥148👁29.3K↗ 打开X
Bidding websites are novelty projects on the surface. The underlying mechanism is one of raw attention, both on the website itself and in the meta-conversation around it. If you still believe advertising doesn't work, then you're missing the biggest learning from Outbid. https://t.co/Rgur9JB7lk
指出竞价站表面是新奇项目,底层是可围观的注意力机制。
@arvidkahl2026-08-21♥118👁10.4K↗ 打开X
The main lesson founders should take away from this is that the confluence of having built an audience for many years and daring to launch new ideas in public tills the soil for events like this. Maybe ask Jonathan how many failed products he has built before today.
引用@iannuttallWhen you spend months to build yet another failed product and @jonathan_wilke makes $71k in two days just charging companies to be at the top of the page 😮 You just never know what's gonna go viral so put more buy buttons on the internet. … ↗
提醒Outbid成功来自多年受众积累与公开失败,不是两天凭空出现。
@arvidkahl2026-08-20♥259👁23.8K↗ 打开X
From GitHub's outage post-mortem. "Tell your agents not to commit too often" will be the new "turn off your lights when you leave the room." Honestly, though: this is a terrifying traffic growth pattern when you're already the biggest player. Explains a lot. Thanks, AI! https://t.co/QKhqAmuPlb
从GitHub事故复盘读出agent提交频率将成为公共基础设施约束。
@arvidkahl2026-08-20♥148👁16.8K↗ 打开X
Watch your agents... https://t.co/b0rXFF0rFM
Brett@BrettFromDJindie169.3K粉 · 2条认为AI落地页设计仍打不过成熟设计师,并展示品牌项目。
@BrettFromDJ2026-08-21♥44👁11.3K↗ 打开X
The crazy part is that, despite how far models have come, I still think I’d win handily against Lovable or any other model for that matter. AI has excelled at things like product design and image gen, yet landing page design is still as terrible as it’s always been.
引用@pascowebdesignsA long time ago, in a galaxy far far away, I witnessed an epic battle between @BrettFromDJ and @Henrik_wes This was a literal software gladiator battle. Never happened again and it saddens me. Imagine that...a true showdown of craftmanship where AI is just … ↗
认为AI在产品与图像设计进步明显,但落地页仍输给成熟人类设计师。
@BrettFromDJ2026-08-20♥230👁10.6K↗ 打开X
Some stills from a recent brand project. https://t.co/sQDWipOUWv
Tony Dinh@tdinh_meindie198.2K粉 · 3条继续快速迭代网页游戏,强调URL即玩的低摩擦分发。
@tdinh_me2026-08-21♥65👁6.3K↗ 打开X
DEMO 2 IS READY!!! Pls help test play here: https://t.co/ADAmW36J1P New items, boss, jetpack, and (no spoiler) a surprise at wave 10 😉😉😉 https://t.co/Lcy7fDmSg7
发布网页游戏第二版,增加物品、boss、喷气背包和第10波彩蛋。
@tdinh_me2026-08-21♥144👁28.6K↗ 打开X
Web game is amazing you can just open a URL and play! No sign-up, no account, no download. But still, I will try to push my game to Steam 😂
引用@ann_nnnghusband is addicted to building and playing his own game, spending like 12 hours a day vibecoding it. this is literally him playing it on the airport computer my mind cannot comprehend it, I barely play any games 🙂 https://t.co/PjfTcVUTmX ↗
网页游戏无需注册下载即可玩,他仍准备上Steam补平台发现。
@tdinh_me2026-08-20♥32👁7.0K↗ 打开X
ok Claude is in trouble vibe coding is fun until you see damage number shows up as "NaNK" 🤣 Should have asked Claude to use TypeScript https://t.co/V66InKBma0
引用@tdinh_meClaude just literally adds anything I want to the game I'm having so much fun with jetpack 😂 Next demo version coming soon to https://t.co/bOEDW8fSVg 🔫 https://t.co/L7Sc7ikEzJ ↗
Marc Köhlbrugge@marckohlbruggeindie86.9K粉 · 9条详细拆解Outbid为何胜过自己2016年的相似项目,也观察X即时个性化。
@marckohlbrugge2026-08-21♥9👁2.3K↗ 打开X
do we need https://t.co/OB4osXuzBu for git commits?
引用@arvidkahlFrom GitHub's outage post-mortem. "Tell your agents not to commit too often" will be the new "turn off your lights when you leave the room." Honestly, though: this is a terrifying traffic growth pattern when you're already the biggest player. Explains a … ↗
@marckohlbrugge2026-08-21♥22👁5.3K↗ 打开X
big new market for indie makers? or will everybody vibe code their own apps?
引用@dhhTHE ANNOUNCEMENT: We’re going to make the prophecy of The Year of Linux on the Desktop come true. All the pieces are now in place. Time to go all in! https://t.co/zuf5h9ClWX ↗
DHH押注Linux桌面后,追问这会形成独立开发者新市场还是人人自制。
@marckohlbrugge2026-08-21♥71👁8.6K↗ 打开X
Really interesting to see @jonathan_wilke’s success with https://t.co/5lMvpY3I9l I first saw it when someone tagged me as it looked similar to my https://t.co/z2G662TXrN. And while conceptually alike, I think there’s some important differences that made his way more successful: 1) https://t.co/dqDYluSaEY’s execution is simply better. B2B-first positioning (versus my philosophical art project approach), it shows the product value (number of clicks received), designed it like a product discovery platform (so makers are already used to adding their product), and you can increase your existing bid which I never ended up implementing meaning it’s hard to get a proper bidding war going. 2) His timing is perfect. I launched https://t.co/z2G662TXrN in 2016 which was Product Hunt’s heyday and distribution wasn’t as much as a pain point. Today however, everyone is struggling for attention. https://t.co/dqDYluSaEY is a perfect “just throw some money at the problem” solution. And while it may not be a long term acquisition channel, it’s a fun way to be part of a meme and get some traffic. Seeing all the clones pop up now is funny, but I think the more interesting lesson isn’t “build another bidding site.” It’s to try weird ideas like this in the first place. Don’t overthink it. Ship things. It’s impossible to predict what will work. So just have some fun.
对比2016年旧项目,拆出Outbid的B2B定位、点击展示、加价机制与时机。
@marckohlbrugge2026-08-21♥24👁4.1K↗ 打开X
this what you get for not using a token efficient language like Ruby
引用@levelsioI need my fix https://t.co/Ks4jECM5dP ↗
@marckohlbrugge2026-08-21♥9👁2.1K↗ 打开X
so who's going to revive "Stolen!" ? the game where you could buy/sell people on Twitter https://t.co/VMz7nnC8lI! https://t.co/MKqIRmnbBN
@marckohlbrugge2026-08-21♥35👁2.3K↗ 打开X
X feed seems super personalized now whatever you interact with, your feed will be full of it instantly this might explain why some things more easily go viral now. at first it just SEEMS viral even though it's not, but once something seems viral it will quickly BECOME viral
观察X会立刻放大刚互动的话题,主观“看起来病毒”可能反过来制造真实病毒传播。
@marckohlbrugge2026-08-21♥142👁15.8K↗ 打开X
oh shit look what arrived in the mail today https://t.co/WsSm85Q2GA
@marckohlbrugge2026-08-21♥22👁4.1K↗ 打开X
maybe its time to relaunch https://t.co/K00i5XqyPA
@marckohlbrugge2026-08-20♥17👁6.3K↗ 打开X
引用@damonchenThis guy who owns https://t.co/LLGT1xvLIP updated his site 👇 Can he make it? https://t.co/5uscxDsKEP ↗
▸ 折叠6条(转推/噪音)
转推2026-08-21 RT @aporia9n: Removing friction is how rich people end up losing agency and human IQ It starts with Uber-everywhere, grocery delivery, all…
转推2026-08-21 RT @RobertJohns: One of the coolest uses of a text effect that I’ve seen in a long while. Bravo @hermeuscorp! https://t.co/Ybro5dL7iP
转推2026-08-21 RT @jelmerdeboer: wrote my first article here (my dutch blog is ~20 years old in some form)
转推2026-08-21 RT @jankeesvw: What a week, who knew the best way to grow your X followers is by building fun Omarchy plugins https://t.co/Gu3Dya18Ja
转推2026-08-21 RT @grsl_fr: guys, come share your tips here on https://t.co/LcVFwrTEsK about " how to avoid wasting your company’s revenue, dumbly." it’s…
转推2026-08-21 RT @marckohlbrugge: How to make easy $10,000 revenue: 1. Buy $11,000 worth of salt. 2. Sell for $10,000. 3. Boom. $10,000 in revenue. Wh…
Dan Kulkov@DanKulkovindie48.9K粉 · 4条在降价、freemium和错过Outbid式机会之间做短促产品记录。
@DanKulkov2026-08-22♥18👁1.1K↗ 打开X
missed out generational wealth by not launching "outbid the first place" product directory i am the ceo of permanent middle class
@DanKulkov2026-08-21♥0👁917↗ 打开X
lower your prices
@DanKulkov2026-08-20♥48👁5.6K↗ 打开X
making my apps freemium because i got bullied with 1-star reviews from broke users
@DanKulkov2026-08-20♥3👁1.5K↗ 打开X
ActivationPal 2.0 https://t.co/yR10ScmiYT
▸ 折叠4条(转推/噪音)
转推2026-08-21 RT @DanKulkov: lower your prices
转推2026-08-21 RT @DanKulkov: making my apps freemium because i got bullied with 1-star reviews from broke users
转推2026-08-20 RT @DanKulkov: ActivationPal 2.0 https://t.co/yR10ScmiYT
转推2026-08-20 RT @DanKulkov: made $86 from my referral Astro link passive income is real https://t.co/xyd0NgNDs7
Peter Askew@searchboundindie26.1K粉 · 1条用一条长自述回顾从被裁员到域名生意与独立创业的路径。
@searchbound2026-08-21♥32👁1.6K↗ 打开X
my run-on sentence background: so I grew to 6'8" in 8th grade & was somewhat nimble cause of my soccer days so bball folks liked me so I started playing more 🏀 then got ranked top 300 in usa so recruiters went 🍌 and darn near every 🏫 recruited me but their intentions seemed disingenuous and hollow that I checked-out after senior yr then began wandering & sleeping on couches in ski season ⛷️ and worked retail in nyc 🍎 then got job in film industry but they laid me off so I moved to la 🏄 & worked at paramount pictures but got homesick then worked at brothers small carpet biz & liked it - who knew Id like small business - then jumped to advertising agency & they laid me off then got exposed to this thing called the "internet" in '98 & joined a startup and my world changed and then they laid me off and this fukkin layoff thing began to grate on me and I realized I had to save myself so I learned how to code and code lead me to websites and websites lead me to domain names and then I bought one in the adventure travel segment that made enough $ and allowed me to quit my 9-5 and then I accidentally bought another and began shipping onions and then I adopted another and began filling ranch jobs and now I'm here typing this tweet.
Simon Høiberg@SimonHoibergindie161.3K粉 · 5条参与Outbid投放并直言ROI可疑,同时继续为GitHub自托管背书。
@SimonHoiberg2026-08-22♥8👁2.1K↗ 打开X
I get this reaction often when people realize how much a no brainer offer https://t.co/jtY7l0WfVN actually is 🔥
引用@rishi_raj_jain_@SimonHoiberg @virgilerietsch Easiest purchase ever!! ↗
@SimonHoiberg2026-08-21♥22👁2.6K↗ 打开X
Ok I got carried away frankly throwing money at this, there is going to be zero ROI on this placement, but fortunately I didn't get nearly as carried away as other people here 😂 Kudos @jonathan_wilke for making the top gamble bait site of the year and cashing in! Nicely done 🔥
引用@jonathan_wilkeOkay let me summarize the past 24 hours for you 🤯 - launched https://t.co/ZElVA2hguv at 11:08PM yesterday - got 200k+ visitors so far - made $21.499 from it - got 1500+ new followers - broke my analytics provider - got offered $100k to sell outbid - 3 … ↗
承认Outbid投放几乎不会有ROI,称其为本年度最强赌博诱饵站。
@SimonHoiberg2026-08-21♥28👁2.8K↗ 打开X
Whenever I post about self-hosting GitHub (Forgejo), half of comments are laughing saying it's unnecessary. And every day I'm reminded how great of a decision this was. https://t.co/qlli2mjqEH
引用@matchaman11@levelsio @marclou @jackfriks @waitin4agi_ @SimonHoiberg @tibo_maker @yongfook If you use Claude or any agent to make commits to Github there is a high chance your account might get suspended for high activity 40k+ stars, 2k+ followers, 10+ yr old account, … ↗
GitHub账户风险讨论后再次为Forgejo自托管背书。
@SimonHoiberg2026-08-20♥7👁4.3K↗ 打开X
Cool way to use @grok in public.
引用@fxckdev_@grok read Simon’s full recent history of posts and videos about self-hosting - why he left AWS, Supabase, GitHub, Cloudflare etc., his exact Hetzner + k3s setup, how he uses AI agents for ops, and every core argument he makes about control, reliability, … ↗
@SimonHoiberg2026-08-20♥16👁4.7K↗ 打开X
"Create a random image inspired by my X account" Not bad, @grok. Not bad. https://t.co/YnHXYUfk2V
引用@heyandras"Create a random image inspired by my X account." I laughed so hard rofl https://t.co/6yAzEdPYBb ↗
▸ 折叠5条(转推/噪音)
转推2026-08-21 RT @virgilerietsch: I met the legendary @SimonHoiberg today ! I’ve been inspired and looking up to him for 5-6 years now. He’s an incred…
转推2026-08-21 RT @virgilerietsch: As a FounderStack happy customer, it is 100% worth it and a great investment to get the bundle now. I've used it to sc…
转推2026-08-20 RT @SimonHoiberg: Since we moved from AWS → self-hosting on Hetzner, our products have been much more stable/reliable. Our uptime is near-1…
转推2026-08-20 RT @KimvonDaniken: From SaaS to agentic companies 🤖 Today I got to meet @SimonHoiberg , founder of @FeedHiveHQ We had a super interestin…
转推2026-08-20 RT @petecallaghans: Grok Bot is how I stopped being the person who has to remember everything. Here's how I set it up for my SaaS. https://…
Kyle Gawley@kylegawleyindie44.3K粉 · 9条持续强调先访谈、预售和真实客户问题,并开放增长课程预售。
@kylegawley2026-08-22♥3👁311↗ 打开X
First sales for Zero To Paid 🎉 https://t.co/cTxLEo1Yiz https://t.co/wm8FuyITix
引用@kylegawleyI built my apps to 22k users and $1m+ in revenue. I'm putting everything I learned about getting paying customers into a short, practical course. Pre-orders open now for $99 Full price will be $199 (save 50% today) Grab it now → https://t.co/b9g1KxRK7Z ↗
@kylegawley2026-08-22♥7👁592↗ 打开X
I built my apps to 22k users and $1m+ in revenue. I'm putting everything I learned about getting paying customers into a short, practical course. Pre-orders open now for $99 Full price will be $199 (save 50% today) Grab it now → https://t.co/b9g1KxRK7Z
@kylegawley2026-08-22♥7👁646↗ 打开X
Shipping lots of bets to see what works is super fun. But it doesn't work. It's like walking into a casino. Lots of fun, but you have a low chance of winning. None of my successful products came randomly from throwing spaghetti at the wall. They always started with: A customer with a problem. Stop guessing, start talking to customers. You'll 10x your chances of success.
反对随机多下注,称自己的成功产品都从一个有问题的客户开始。
@kylegawley2026-08-21♥18👁1.2K↗ 打开X
If you are building something before you talk to customers your only results will be pain and suffering.
@kylegawley2026-08-21♥6👁1.4K↗ 打开X
Are you here for entrepreneurship or entertainment? Because one pays your bills and the other just gets you likes.
@kylegawley2026-08-21♥23👁1.4K↗ 打开X
Always PRE-SELL. If you can not pre-sell it, you can't sell it later. I pre-sold Alertly with a 30% lifetime discount for those that paid the first month subscription upfront. 7 people paid in a week. Why? Because they want the product and I made them an offer they'd feel stupid saying no to. I talked to all 7 of those people in depth to learn what problem they want to solve and shaped the first version of the product around that. I did the same with my course → $25k pre-sales in the first month. The people in the comments saying it'll never work, just don't know how to sell.
Alertly在开发前预售首月订阅,一周7人付款后逐个访谈。
@kylegawley2026-08-21♥13👁1.4K↗ 打开X
DO NOT USE FAKE TESTIMONIALS > Real buyers see straight through it. > You can get in serious legal trouble. If you have no customers yet just leave this section off your website. You're not going to magically establish trust through fraudulent advertising vs just being honest.
@kylegawley2026-08-20♥8👁1.3K↗ 打开X
Getting new signups is easy when you get a daily email with people actively looking for your product. I first built Alertly to solve this problem for myself. https://t.co/pS6QAU1E4x
@kylegawley2026-08-20♥20👁1.6K↗ 打开X
If you have 0 customers you don't need: > an audience > SEO > a viral launch video > paid ads > content marketing > growth hacks You need to find 10 people who have the problem and show them what you built. DM them. Email them. Message them on LinkedIn. Just start talking.
Thomas Sanlis 🥐@T_Zahilindie23.8K粉 · 4条围观Outbid并承认冒出复制冲动,其余以生活话题为主。
@T_Zahil2026-08-22♥1👁49↗ 打开X
I took a few days of and just saw @jonathan_wilke outbid journey 🤯 what the actual ****!!!!! Crazy, super smart idea, simple execution, well deserved 👏🏻 But Jonathan, I hate you... I already have many clone ideas 😭
@T_Zahil2026-08-22♥10👁434↗ 打开X
To stay in this game long enough to make it, you need to blow out some steam from time to time, to disconnect, to be happy cycling is amazing for that so if you want to succeed, please go cycling every day
@T_Zahil2026-08-21♥21👁1.3K↗ 打开X
just found this software and installed it on my windows xp machine anyone tried it yet? https://t.co/tXHmiGPKpl
@T_Zahil2026-08-21♥12👁1.8K↗ 打开X
Did you go from the city to the countryside, or the other way around? If yes, how did it go? Do you regret it?
Andrea Bosoni@theandrebosoindie63.7K粉 · 1条延续Reddit引用骤降讨论,判断长期会重新抬高数字公关与权威站点。
@theandreboso2026-08-21♥19👁1.2K↗ 打开X
Throwback to one year ago when I made Reddit’s stock fall 😂 Jokes aside this sudden new ChatGPT citation drop that happened a few days ago will probably reverse soon just like it did last time. But over the long term I think it’s inevitable that all AI search tools will give less relevance to platforms with user generated content. They’re too easy to manipulate. If I had to guess I’d say the strongest signal that correlates with being mentioned by AI is probably going to be repeated mentions by the press and/or authoritative sites in your niche. Sooner or later digital PR is going to make a comeback.
判断Reddit引用骤降可能回摆,但长期权威媒体与垂直站点权重会上升。
Dan Rowden@drindie104.0K粉 · 6条启动英超邮件摘要,拿到首批16位订阅并发出第一封邮件。
@dr2026-08-22♥0👁103↗ 打开X
The first emails went out this morning 🙌 Looking forward to a whole season of email digests and football stats. Will add more leagues (just a flip of a switch on my end). Bundesliiga? La Liga? FA Cup? https://t.co/La8aH7X7Sl https://t.co/z5IAsXknyX
第一批邮件已发出,准备扩展更多联赛。
@dr2026-08-21♥5👁2.6K↗ 打开X
I'm sorry, maybe I'm old, but half-time interviews with players in the tunnel is wild
@dr2026-08-21♥12👁2.6K↗ 打开X
16 subscribers. Growing this to thousands https://t.co/La8aH7X7Sl https://t.co/2YxFrmgxOp
英超邮件摘要拿到首批16位订阅,仍是很早的验证。
@dr2026-08-21♥14👁2.3K↗ 打开X
I went to visit the offices of @UpCloud, where I host @CodeletBilling, just down the road in Helsinki. It’s a beautiful space. And of course it has an in-office sauna 😄 Thank you to @tomikokkola for the invite, brilliant chat and a delicious lunch! https://t.co/O9izyQCZuC
@dr2026-08-21♥13👁1.5K↗ 打开X
The Premier League starts today! ⚽️ My tiny newspaper-roundup-in-your-inbox is live on Product Hunt today! Would love for you to check it out. Support is welcome! This is a free product for football fans ❤️ https://t.co/6NZ43vw87i
@dr2026-08-21♥8👁1.4K↗ 打开X
"Tell me about https://t.co/dThAPajGLt" in Grok. Worked for 6 seconds. Summarised the whole platform. This is why you should spend time on your marketing site. An LLM should be able to create this clearly and quickly. Write the content that an LLM should repurpose. https://t.co/NFgYMX0mAx
用模型6秒能否概括产品检查营销站点是否清楚、可复述。

数据:Twitter/X(独立开发者+AI行业两个cohort)+Hacker News(前排/Show HN)+Reddit(当日top+热评)+GitHub新星。原文照登。Twitter转推及噪音共62条折叠在作者附录内;旧推不进正文叙事,仅出现在附录并带日期。