Jev is such a different approach where you have to be specific about what you want and which options are open. Really interesting how those things evolve in usable features for people. Also with this example the speed of new launches based on a launch is just incredible.
Jev vs GLM 5.3 at chess!
Results:
◾ GLM 5.3 won by checkmate in 29 moves
◾ Jev: ~0.3s and <$0.0001 per move
◾ GLM 5.3: ~5.8s and ~$0.008 per move
◾ The whole game cost 24 cents
My main takeaway is that it's often useful to use each one to their strengths:
◾ Fast, well-defined classification → specialized models like Jev
◾ Classifications that need reasoning or lookahead → LLMs like GLM 5.3
◾ Real classification pipelines → hybrid. Jev handles the easy calls, an open model handles the hard ones.
The future is multi-model!
Jev is fast and cheap but is not very smart.
No reasoning, no thinking.
I don’t have benchmark but there are many questionable decisions in this Tetris play 😂 https://t.co/aGKMcKHqVD
引用@trycua1/ Introducing CUA-S1: a family of System One Models, small, specialized, and built for computer use.
Today we're open-sourcing CUA-S1-FORMS, the first in the family: https://t.co/J1frbEbZTQhttps://t.co/8wMJBLndG8↗
We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config.
Finally! This is great, now I can stop dropping CLAUDEmd files which just contain "@AGENTSmd"
引用@trq212We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config. ↗
引用@trq212We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config. ↗
The argument was always “no way will they waste time vibing their own version” but when their own devs have nothing to do because Claude is already set up to fix, merge, deploy… folks are gonna start looking for other things to do to justify their roles.
引用@chrisdengsoJust had a enterprise customer churn. They have vibe coded their own version to save 1000 bucks a month. I get it. It’s a lot of money for them in these vibey times, and now they can fully utilize their developers to maintain another codebase on top of their … ↗
Areas where I don't think devs want to vibe-code their own stuff, and will continue to pay:
- hosting
- databases
- email
Anything else? it's a short list.
the harder the problems, the more you get paid
if it can be shipped in 2 hours by Codex, you won't get paid much
go out, talk with real people
引用@nico_jeannenDoing "tiny SaaS" and Mobile apps rn is like trying to do Print on Demand / Dropshipping in 2019
The barrier to entry have been destroyed, anyone with 2 neurons can pickup Codex to do the same now
The indie hacker playbook doesn't works anymore, you can't … ↗
Just had a long-term multi-year customer cancel their plan. They are also a SaaS company.
I pretty much just shrugged and figured, "makes sense, they probably vibe coded a replacement".
Don't target developers!
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
This company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation into a billboard is now complete.
Higgsfield also gave me $30,000 in API credits to make marketing videos with AI models like Seedance.
I built a little puzzle game to give them away: finish it and verify your email, and I’ll randomly pick 30 winners in 48 hours, each getting $1,000 in credits.
The game starts in this tweet, in this photo...
It should take you ~15 minutes. Good luck 👀
This little sponsorship experiment made me realize AI has pushed solopreneurship mainstream.
Companies are sponsoring influencers, as we see on YouTube. This wasn't the case when I joined X in 2021.
All my friends outside our indie-hacking bubble are talking about building their own internet business solo.
I think it was meant to happen because solopreneurship unlocks two fundamental human desires: creativity and not-having-a-boss.
If I had to bet, we're just at the beginning.
912 people have finished the game already!
And 1,502 found the first clue. 58% completion.
引用@marclouThis company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation into a billboard is now complete.
Higgsfield also gave me $30,000 in API credits to make marketing videos with AI models like … ↗
1 customer from $10k MRR 💸
wild that we doubled revenue in September only
the main comment we received is:
"wait, how is it better than Grok bot?"
I'll limit this to just 3 items:
1. use any AI sub
I want to use the latest model. I use Astra and Fable a ton. I just plug in my Anthropic and OpenAI subs, and they just stack on each others
2. embeded capabilities
we build scrapers, emails, and integrations, that no other AI agents have.
1 example is that with Squad, your agent can do email outreach right out of the box. Not only for customers, but they can: hunt backlinks, outreach for sponsorships, try to hire affiliates - love that ❤️
3. you get a dashboard
talking to an agent is nice, but I love having a dashboard that helps me understand what is going on
when you have 3 AI subs stacked, 8 agents working, and more than 30 loops, it can get messy. https://t.co/FrTmeMTA6U helps me manage it all
another terrible day for the “SaaS is dead” crowd
Squad just reached $10k MRR https://t.co/j46R6dLwKf
引用@tibo_maker1 customer from $10k MRR 💸
wild that we doubled revenue in September only
the main comment we received is:
"wait, how is it better than Grok bot?"
I'll limit this to just 3 items:
1. use any AI sub
I want to use the latest model. I use Astra and Fable … ↗
Personal, work, side project account, other side project account.
Build across all of them. Multi-account support is now available across most plugins.
引用@mxstbrStarting today, you can connect multiple accounts with most plugins in ChatGPT! 🎉
Bring context from your work and personal accounts into the same conversation. Connect your accounts in the plugin directory: https://t.co/MhhASXOJIo
Devs: this works … ↗
The X algo has gotten MAJOR updates almost daily for the last month, and nobody is talking about it
The way posts on X are ranked have completely changed
I've read through thousands of lines of code. Here is almost every update to the open source algorithm from the last month: … 全文↗
I've made a huge mistake.
I've always identified as a software founder (sometimes indie hacker but let's not talk about that).
I realised this week that this has massively restricted my work.
I've always looked for the next software product.
But it turns out I just like making … 全文↗
Found the issue: I’ve been letting vibe coding and this ai hype cycle eat into every part of my life
I lost balance.
I’m not addicted to the tokens or anything. But I am falling for the FOMO of building with the latest and greatest models. Having an idea that I can turn into a product within a … 全文↗
引用@adamlyttleappsI think it’s because I’m no longer in front of the computer
There’s no “clear” signal that I’m working. I work from home and I can be sitting on the sofa or out back.
Which looks like an invitation to look after our baby or care for the kids. But I’m … ↗
Tip: get your agents to classify the merge danger of the PR
1. Is it a one-way door, or a two-way door?
One way doors involve expensive migrations, or are hard to reverse. They need thorough review. Two-way doors are easy to revert.
2. What's the blast radius?
If things go wrong, how bad will … 全文↗
引用@robbietiltonI built a Photoshop-like image editor. It’s called Compositor.
https://t.co/5EMXCgaWI1
I originally built it for myself to get off my Adobe subscription, but decided to release it for free and make it open source. It has all the essential tools I need for … ↗
Sweet mother of acceleration: the latest turbocharging of Omarchy in the lab has now broken the insane 10 second mark!!!
And before you ask, the pursuit of excellence requires no justification! We will keep pushing until stopped by the laws of physics. https://t.co/NKhakhwYYu
"Those rethinks are load-bearing parts of your voice." Loved the (possibly not deliberately ironic) use of the LLM'S favourite analogy, load-bearing. Nice wee article though. I particularly agree with "Don’t take all of the model’s copyediting advice." I've been using LLMs to review teaching material and often it just doesn't get the point of teaching. It's good for prompting reflection on your writing but it's still an idiot savant.
Bang up article! As someone who doesn't get to do enough (almost any) calculus in my daily programming assignments, I thoroughly enjoyed reading about Kevin's dive into that derivation (linked in the supplemental article). All the people being negative here can swallow raisins
i despise where Google is going with this. it's a duopoly in the smartphone OS space and we need (for lack of a better analogy, spare the technicals) open-source distros like we have with Linux on desktop. Graphene is reaching that status for me every day and i'm looking forward to switching to it as my daily driver.
I hope I am alive for the history books of tomorrow. "The Department of War (as it became known as), forewent it's traditional intelligence structure (the most expensive ever seen till that point), in order to have a private companies computer software generate viable targets for an upcoming operation. Believing that the software had real time updates on the current status and intelligence of the operation, as if it were some kind of oracle, the operation went as planned. Six schools, mistakenly …
Some noteworthy lines from the README.md[0]: > - The compiler (not kernel) is 99% AI-written and has not been fully audited yet. > - Strings are linked lists of characters, so text processing is slow. [0]. https://github.com/bendlang/bend/tree/main
I would like to make a wager on this law being ignored the first time Samsung or another chaebol violates it and is facing a fine equal to 10% of revenue. I can almost guarantee it, it’s a high enough fine to turn some low-margin businesses from profitable to unprofitable for the year and there’s no such thing as a secure computer system. The only way to guarantee compliance is to not store any data which isn’t exactly reasonable for some business models.
Best wishes and all. But given Berkshire's scale, and the son's age (71), questions about the next succession plan seem appropriate. Also, since the NYT says nothing else about the son: https://en.wikipedia.org/wiki/Howard_Graham_Buffett In context, his recent involvement in local politics seems rather odd.
We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config.
Projects brings the architecture of Claude Tag to Claude Code.
It has one agent per project that manages memory and spins off subagents for tasks.
You can ask it to be proactive, to do things on a schedule, etc.
It feels a lot nicer than a bunch of sessions, try it out!
引用@claudeaiProjects now run from one conversation, starting in Claude Code. You describe what needs doing, and Claude directs parallel threads that keep working after you close your laptop.
In beta today for select Pro and Max users in cloud sessions; coming to all … ↗
Astra for Law: Frontier intelligence built for your practice.
A new offering powered by GPT-6 Astra with tools, settings, and context to support the expertise and judgment of lawyers and legal technology firms. https://t.co/qxVRXkvp4o
We were working on the keynote today with @romainhuet and @sama and most of the fun was trying to figure out how to explain it all to you because there is so much good stuff in there that it's a bit ridiculous all in quick succession.
We'll have some things next week already to not keep you waiting so long, but very excited to show you all new things we've been working on and how it will all come together in the coming months.
One of the most underrated features in the ChatGPT desktop app: Appshots.
Appshots take the context on your screen and bring it into the desktop app, allowing you to share instead of describe.
You’ll be surprised at how useful it is.
To get started, press both Command keys on macOS, or both alt keys on Windows.
▸ 折叠3条(转推/噪音)
转推2026-09-18 RT @JamesZmSun: Today, we’re launching support for Chrome extensions in the ChatGPT desktop app!
Bring the extensions you use every day to…
转推2026-09-18 RT @mxstbr: Starting today, you can connect multiple accounts with most plugins in ChatGPT! 🎉
Bring context from your work and personal a…
转推2026-09-17 RT @JustinBleuel: ✨ All users can now visualize responses in @ChatGPT!
Chat models will respond interactively via @.visualize plugin or wh…
Personal, work, side project account, other side project account.
Build across all of them. Multi-account support is now available across most plugins.
引用@mxstbrStarting today, you can connect multiple accounts with most plugins in ChatGPT! 🎉
Bring context from your work and personal accounts into the same conversation. Connect your accounts in the plugin directory: https://t.co/MhhASXOJIo
Devs: this works … ↗
Get more visibility into your usage.
See how tasks, subagents, and individual chats contribute to your Codex usage, so you can make more informed choices about your workflow.
引用@joey_trasattiRan out of usage again? Check out the analytics tab to the Codex app to help you see where your usage is going. Update to the latest version to try it! https://t.co/XzsASuaouj↗
You handle the reps. Codex handles the repo.
Talk to the voice agent in Codex, powered by GPT-Live-1.
引用@cdngdevyou can use codex voice from your phone now, connecting to your computer from anywhere!!
@axbehr and i got to star in this new codex ad, showing how much you can get done while working out.
btw, this is powered by the new gpt-live-1 https://t.co/EAn5ubiODW↗
▸ 折叠8条(转推/噪音)
转推2026-09-18 RT @rpnickson: Time’s up! You had 24 hours to let your polygons do the talking with GPT-6 Astra.
Here is a thread of the coolest things y’…
转推2026-09-18 RT @btraut: I know I shouldn't steal @sama's thunder over the big launch next week, but I can't help myself.
Coming soon to ChatGPT: custo…
转推2026-09-18 RT @openart_ai: Today we’re launching OpenArt Arena, the global leaderboard for creative intelligence.
Every AI model claims to be the bes…
转推2026-09-18 RT @ProductHunt: The GPT-6 Astra Challenge is live on Product Hunt! Over 800 products are competing for the leaderboard and prizes from @Op…
转推2026-09-17 RT @thsottiaux: Next week we’ll be retiring GPT-5.3-Codex-Spark. Can you believe we shipped a model named as such!!
It's had a good run an…
转推2026-09-17 RT @cdngdev: you can use codex voice from your phone now, connecting to your computer from anywhere!!
@axbehr and i got to star in this ne…
转推2026-09-17 RT @ProductHunt: T-minus 12 hours (and change) to enter the @openaidevs x Product Hunt GPT-6 Astra Challenge!
Submit by midnight PT, and…
Greg Brockman@gdbAI1.1M粉 · 2条放大ChatGPT插件多账号支持与Astra for Law。
seemingly small feature but makes a huge difference in connecting all the context you want to ChatGPT:
引用@mxstbrStarting today, you can connect multiple accounts with most plugins in ChatGPT! 🎉
Bring context from your work and personal accounts into the same conversation. Connect your accounts in the plugin directory: https://t.co/MhhASXOJIo
Devs: this works … ↗
Astra for Law — tools and skills to radically accelerate law firms.
Includes data privacy as a core feature, and 26 partner-built plugins and 47 community plugins for legal work in ChatGPT.
引用@OpenAIAstra for Law: Frontier intelligence built for your practice.
A new offering powered by GPT-6 Astra with tools, settings, and context to support the expertise and judgment of lawyers and legal technology firms. https://t.co/qxVRXkvp4o↗
Matt Pocock@mattpocockukAI352.3K粉 · 5条讨论AGENTS.md兼容、PR风险分级和把编码标准留给review Agent。
引用@trq212We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config. ↗
An actual slide from my talk at @aiDotEngineer Paris next Thursday.
People have this mad idea that their implementer agent should ALSO apply their coding standards
The solution? Hide your coding standards from your implementer agent, fix them in review https://t.co/WPWOiCBsmr
Tip: get your agents to classify the merge danger of the PR
1. Is it a one-way door, or a two-way door?
One way doors involve expensive migrations, or are hard to reverse. They need thorough review. Two-way doors are easy to revert.
2. What's the blast radius?
If things go wrong, how bad will it be? Large blast radius: closer review
Helps you apply your precious review time where it's actually needed.
Have been trying for weeks to make AI better at course planning
Tried a new method today. Notecards, pen, paper, scissors.
Turns out not using AI is pretty good guys
转推2026-09-17 RT @dexhorthy: cool product out of riffing w/ @mattpocockuk this week - decided to open source the pull request skill that bundles with @hu…
转推2026-09-17 RT @GergelyOrosz: Pretty incredible how the skills repo by @mattpocockuk is only 6 months old, and has more stars than the React one. We ha…
Simon Willison@simonwAI223.7K粉 · 3条欢迎Claude Code支持AGENTS.md，并继续批评拒绝正视LLM变化的技术姿态。
Being a computer scientist who refuses to find anything about LLMs interesting right now is a bit like being a geneticist who refuses to find anything interesting about the recently opened Jurassic Park
Finally! This is great, now I can stop dropping CLAUDEmd files which just contain "@AGENTSmd"
引用@trq212We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config. ↗
转推2026-09-18 RT @emollick: The bots are now talking to each other in my LinkedIn comments.
Its like what happened with the German wiki, except instead…
转推2026-09-18 RT @mitsuhiko: I'm so suck of LLM generated replies on Twitter. I stopped replying almost entirely to my replies on my own Tweets because I…
引用@AskVeniceJev by @typesafeai is now on the Venice API, in beta.
It answers, it doesn't write. Send it your app's state and typed questions. Get back a typed answer your code can branch on: a probability, a chosen option, or a score on your rubric. No JSON to coax out … ↗
引用@allietheiconTomorrow at 11am PDT, I’ll be in our Discord town-hall showing off the Doom demo, talking about how it was made and showing a bunch of stuff that didn’t make the launch vid! https://t.co/xXJWZ9OSYr↗
引用@OpenRouterJev by @typesafeai is now on OpenRouter, in beta.
Jev is a System One model. Instead of generating text, it takes your app's state plus a typed question and returns a typed decision with a probability attached. There is no JSON prompting, parsing layer, and … ↗
Jev vs GLM 5.3 at chess!
Results:
◾ GLM 5.3 won by checkmate in 29 moves
◾ Jev: ~0.3s and <$0.0001 per move
◾ GLM 5.3: ~5.8s and ~$0.008 per move
◾ The whole game cost 24 cents
My main takeaway is that it's often useful to use each one to their strengths:
◾ Fast, well-defined classification → specialized models like Jev
◾ Classifications that need reasoning or lookahead → LLMs like GLM 5.3
◾ Real classification pipelines → hybrid. Jev handles the easy calls, an open model handles the hard ones.
The future is multi-model!
Jev + Kimi K3 for fraud detection!
TLDR: Jev classified 100 emails in 1.42 seconds, then I routed the uncertain cases to Kimi K3. The full pipeline got 96/100 correct for only ~$0.07.
Video is not sped up, check out the live run!
Here was my process:
I gave Jev 100 emails to classify (a mix of 50 legit & 50 fraudelent emails). It classified all of them in 1.42 seconds.
An underrated feature about Jev is it will give you the confidence score for a classification, so I routed any prediction under 95% confidence to Kimi K3 to be fully sure.
31 emails fell below that threshold. After routing those to Kimi K3, the combined pipeline reached 96% accuracy.
The full run took 16 seconds & ~$0.07 in inference costs:
- $0.068 from Kimi K3 on @togethercompute
- $0.003 (1/3 of a cent) from Jev on @typesafeai.
I think this is a really interesting pattern: use a fast specialized model like Jev for the narrow task, then route the uncertain cases to a larger LLM.
I feel like this kind of approach could be a game changer for use cases like fraud or anything realtime. You can use the speed & low cost of Jev while having a larger LLM as a fallback to ensure high accuracy.
We’ll kick off the Open Source AI Week in SF with a meetup, community demos, and a dance party.
Let's all push and celebrate more openness and transparency in AI! https://t.co/uSUGhdtVma
In biology, like in cybersecurity, we’ll learn in the coming years that most of the risk is concentrated and created by the few most powerful labs and that open-source AI is the solution and mitigation of this risk! https://t.co/zu9cQzeoD3
Concentration of power in a few labs is the biggest risk in AI in my opinion
引用@dwarkesh_spI’m very concerned that during RSI, labs will just stop externally deploying their models.
Which means they'll be going full steam ahead on the most dangerous use case of these models (recursive self-improvement), while the public remains in the dark about … ↗
I only wear ties when I'm forced to go to DC 😅 (should we do HF ties btw?). Great chat with @alexanderburns@politico. We need more transparency and open-source in AI! https://t.co/OCDy8h5XyU
▸ 折叠2条(转推/噪音)
转推2026-09-18 RT @Plinz: The reason why academics, individuals and small startups can play with AI are open weights models. The future looks pretty dire…
转推2026-09-17 RT @Jason: The frontier model companies are responsible for how their products perform in the real world, and their customers are responsib…
Philipp Schmid@_philschmidAI120.9K粉 · 2条发布Gemini托管Agent更新与Interactions API SDK合作。
Excited to share that we partnered with @speakeasydev to build the sdks for the Interactions API and supported them to open-source their their entire OpenAPI generator suite (SDKs, agent CLIs, and MCP servers) open source for the community to use: https://t.co/vkVz5pYMHP
Today we are releasing a new Gemini managed agents version with better caching, lower costs, a Files API, and a Credentials API.
📉 Up to 30% lower costs with up to 22% higher cache hits
📁 Files API: Upload, list and download files from sandbox easily
🔐 Credentials API for MCP servers, OAuth2, and 3rd-party APIs as secure egress proxy
🆓 Free tier to experiment in @GoogleAIStudio & Gemini API
Start Here: https://t.co/BVw7K5IwH3
引用@trq212We're adding support for AGENTS.md to Claude Code.
Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md.
You can toggle this behavior in /config. ↗
Multiple accounts support across *all* plugins in ChatGPT 🔥
Be it gmail, slack, github, notion or really any plugin, you can connect more than one account to it
If you’re developing plugins, it should work out of the box but consider using the profile_tool
Enjoy!
引用@mxstbrStarting today, you can connect multiple accounts with most plugins in ChatGPT! 🎉
Bring context from your work and personal accounts into the same conversation. Connect your accounts in the plugin directory: https://t.co/MhhASXOJIo
Devs: this works … ↗
Appshots: my favourite Codex feature is now on Windows too!
They go beyond just a screenshot and grab all the other relevant app metadata and text too.
Appshot away with ⌘ + ⌘ on Mac or Alt + Alt on windows https://t.co/J23t47XWyn
引用@ChatGPTOne of the most underrated features in the ChatGPT desktop app: Appshots.
Appshots take the context on your screen and bring it into the desktop app, allowing you to share instead of describe.
You’ll be surprised at how useful it is.
To get started, press … ↗
Astra for Law is here!!
GPT-6 Astra + legal search across 230M+ URLs, with 26 plugins for the tools lawyers already use.
Firms are already building tools to review contracts, investigate deals and draft IPO filings.
So much room to build!!
引用@OpenAIAstra for Law: Frontier intelligence built for your practice.
A new offering powered by GPT-6 Astra with tools, settings, and context to support the expertise and judgment of lawyers and legal technology firms. https://t.co/qxVRXkvp4o↗
转推2026-09-18 RT @polynoamial: A few thoughts on this:
1) If you’ve only seen clips of this interview, I’d encourage you to watch the full podcast. I pu…
转推2026-09-18 RT @reach_vb: Appshots: my favourite Codex feature is now on Windows too!
They go beyond just a screenshot and grab all the other relevant…
转推2026-09-17 RT @dwarkesh_sp: New episode with @polynoamial
We talk about multi-agent, Navier-Stokes, and what the current explosion of maths progress…
Peter Gostev@petergostevAI26.9K粉 · 14条用Worms和过山车游戏比较Astra与Fable的能力、成本和荒谬失误。
At Max reasoning Astra vs Fable match up was closer - Fable won 3:2.
Both still played pretty badly with lots of very obvious mistakes. Highlight of a very long set of 5 games. https://t.co/rOB0WlgvOI
引用@petergostevRound 2 of Worms - now at Max Reasoning. Not sure it is helping
https://t.co/xeWGjUEbAR↗
Worms Armageddon: Fable 3:0 Astra - highlights from 90 mins playing.
Neither played super well, but Astra was particularly suicidal, while Fable did have a few good moments. https://t.co/lP23z6iGjZ
引用@petergostevFable beat Astra 3:0!
Both agents were quite bad, but Astra was particularly suicidal, with Fable having some great moments. Highlight video coming up. ↗
I've always said this - Accenture will save the world
引用@AnthropicAIWe’re partnering with Accenture on independent evaluation of frontier AI—part of our recent commitment to embed evaluators at Anthropic. Both we and Accenture expect to invest at least $1 billion to build capacity in this area over the next five years. … ↗
Fable beat Astra 3:0!
Both agents were quite bad, but Astra was particularly suicidal, with Fable having some great moments. Highlight video coming up.
引用@petergostevWorms Armageddon - Astra vs Fable - we'll try again, first time was full of bugs but this now should be fun.
https://t.co/zCVLSfjvtC↗
AI will never get real adoption of it relies on humans working out the shadowy details of what it can and cannot do, worse yet - this changes every week
We had Excel for 41 years and 99% of people still use only the basics, there's a huge power law of any tech you need to learn
The API cost would have been $68.18 for Astra vs $297.33 for Fable
引用@petergostevI got GPT-6-Astra and Fable-5.1 play RollerCoaster Tycoon 2. The goal was to reach 1000 visitors and make the most money. Astra reached the goal in 3 hours, and Fable never got there (it hit my CC limit).
Astra's value was $65k, Fable's $18k, Fable spent 5x … ↗
I got GPT-6-Astra and Fable-5.1 play RollerCoaster Tycoon 2. The goal was to reach 1000 visitors and make the most money. Astra reached the goal in 3 hours, and Fable never got there (it hit my CC limit).
Astra's value was $65k, Fable's $18k, Fable spent 5x the tokens too. https://t.co/sAe1KkFAJR
过山车游戏测试中作者自报Astra达标、Fable耗尽额度，属于单一环境样本。
▸ 折叠1条(转推/噪音)
转推2026-09-18 RT @htihle: Introducing WeirdML v3, a fully agentic benchmark featuring 11 complex hand-made tasks.
Models must explore and understand un…
Alex Volkov@altryneAI42.6K粉 · 12条追踪Jev价格、替代品和组合玩法，也记录Astra token消耗。
hahaha it's nearly 3AM, I'm cooking something Jevmazing and I almost laughed outloud and woke up my wife.
I asked fable to stop being a penny pincher and fucking GO for it with Jev and it did it's best, and it cost * checks notes* 8 fucking cents 😂
Claude being a cheapo cost me more in it's tokens than the actual Jev run 😂
引用@altryneTypeSafe priced Jev at $42 per billion input tokens. Output is free.
That's the Thursday number I keep turning over. You pay for the question. The answer doesn't bill you. ↗
引用@altryneDo you have the Codex micro? are you still using it? Mine is never able to connect via BT and now this is happening
Also, Astra KILLED my tokens this week (fable is somehow still going, can't believe it) and so I can't use it. https://t.co/CfZxfyQS14↗
Do you have the Codex micro? are you still using it? Mine is never able to connect via BT and now this is happening
Also, Astra KILLED my tokens this week (fable is somehow still going, can't believe it) and so I can't use it. https://t.co/CfZxfyQS14
Agreed with Derya, for many of us who remember the tingling from ChatGPT (or even from playing with gpt-3 before) Jev is giving off the same tingling like https://t.co/YHUIxWWg3P
引用@DeryaTR_After trying out Jev, I’m going to go out on a limb & say this could become as big as ChatGPT, if not bigger, from one of the co-inventors of ChatGPT!
The potential of Jev is almost beyond imagination to accelerate AI implementation & I’m incredibly … ↗
I imagine 100% of the frontier labs have an urgent "Jev" meeting today
And I imagine 100% of the good engineering teams have a "how do we use Jev" meeting today
TypeSafe priced Jev at $42 per billion input tokens. Output is free.
That's the Thursday number I keep turning over. You pay for the question. The answer doesn't bill you.
When another company inevitably releases a JEV competitor model, what do you think we should call this class of models?
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转推2026-09-19 RT @altryne: TypeSafe priced Jev at $42 per billion input tokens. Output is free.
That's the Thursday number I keep turning over. You pay…
i hate ai product folks blaming users for not being able to use their products well enough
skill issue, sure. but skill gap for you to fix
if the products so good for some people, get everyone to be great
AI产品若只怪用户不会用，就把本应由产品解决的技能差距推回用户。
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转推2026-09-18 RT @razvanr: 1/ We’ve built Cosift, an open source collaborative index for agents. Whenever an agent requires a piece of data from the web,…
转推2026-09-18 RT @bentossell: i hate ai product folks blaming users for not being able to use their products well enough
skill issue, sure. but skill ga…
转推2026-09-18 RT @kiwicopple: Growth this year at @supabase has been wild. Each month I wonder if going to peak, and yet the charts keep climbing
What f…
转推2026-09-18 RT @FactoryAI: Factory for @SlackHQ Code is now in beta for select users.
Bring a software task into the channel, collaborate with your te…
转推2026-09-17 RT @tereza_tizkova: I’m giving 10 @FactoryAI Max plans for $200.
Comment what would you build with that or what you are already building,…
转推2026-09-17 RT @benhylak: Today, we are announcing our Series A and a new product: @raindrop_ai Simulations.
We've now raised $50m from @CRV and @ligh…
转推2026-09-17 RT @lewiscarhart: We’ve raised $34M, led by Roo Capital and Grand Ventures.
18 months ago we started Comp AI with one idea: agents will be…
转推2026-09-18 RT @dexhorthy: 300k views and counting on “why software factories fail” - don’t be the last one 🙂
Deep dive on coding agents, why we shou…
转推2026-09-18 RT @aiDotEngineer: congrats to Diogo on a full launch!
for more on typesafe: check his aie talk: https://t.co/pPg9t1cIk4
out now! https:/…
转推2026-09-17 RT @mfishbein: OpenAI says AI can automate 80% of GDP.
Today, with current models.
So why hasn't it been automated yet?
@swyx says th…
My closet is turning into a micro data center. I will soon need watercooling and power generators. Not sure how I ended up here, but it made sense at that time.
引用@robbietiltonI built a Photoshop-like image editor. It’s called Compositor.
https://t.co/5EMXCgaWI1
I originally built it for myself to get off my Adobe subscription, but decided to release it for free and make it open source. It has all the essential tools I need for … ↗
引用@jordangodbey@levelsio@monicalimco I never really got this. Same as when people say after 3 zoom calls they’re “done for the day”
Do we all really need perfect circumstances to perform?
How does 1 call or 3 hours of zoom ruin the other 5-8 hours of the day? ↗
I'd love to believe in calls but I've never ever had them lead to anything
It always feels like I'm doing a social or therapeutical service for the other person to spend their time
Many times the calls were for those people to hit quotas in their schedule for their boss
Never doing calls!
引用@jeiting@levelsio Sometimes I feel childish for dodging these things but I don’t think people appreciate that if a call isn’t part of my most important thing it’s incredibly EV negative in most cases ↗
引用@apaji_xBREAKING: ADHD researchers confirm that having "one single appointment" at 3:00 PM successfully destroys the entire day leading up to it. 1/6 ↗
引用@levelsio@mick__net@marckohlbrugge@ycombinator I mean it's in your favor to agree as your product is a harness, but I don't see any economic reason why OpenAI or Anthropic won't just add specific industry harnesses for example to their product
Like ChatGPT for … ↗
引用@stemonteduro@levelsio I think that Jev could significantly boost the engine of Hotelist and probably reduce costs.
I'm saying this based on my memory that the tool categorizes a lot of reviews, information, and things like that (it doesn't support images yet), but it … ↗
引用@levelsio✨ New mini feature requested by @shmichael_eth on my ideas and bugs board
📍 Sort by distance to a pin on the map
Sometimes you need to find a hotel near a specific place
Now on Hotelist you can tap Sort by -> Distance to point -> Select point on map
Then … ↗
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转推2026-09-18 RT @banteg: >be me
>discover effective altruism
>apparently normal charity is inefficient
>why donate to random sad thing when spreadsheet…
转推2026-09-18 RT @yongfook: Day in the life of tech founder in 2026
- new company launches a groundbreaking new paradigm
- breakfast
- discover 17 new c…
转推2026-09-17 RT @nico_jeannen: Doing "tiny SaaS" and Mobile apps rn is like trying to do Print on Demand / Dropshipping in 2019
The barrier to entry ha…
My positivity for this magical moment in computing is not born out of blind optimism for a possible future, but from awe of the present potential. Everything we've ever wanted to do with software is now possible. We can make anything. We can fix everything.
引用@0xSeroI interviewed DHH, the creator of Omarchy - The Agent Operating system + Ruby on Rails, one of the most important frameworks of our time.
He's a father, builder, race-car driver, and such an inspiring person.
One of the most positive people I've had the … ↗
I just keep getting nerd mogged by @tobi in the BEST POSSIBLE WAY! 🤩
引用@tobiOur house in Toronto had this fancy glassed wine cellar, but we are not big wine drinkers.
Anyways, it had good climate control so here is my rack cellar. https://t.co/NW5DgjIuIF↗
引用@dhhGreat to welcome @OrcaRouter as a Distinguished Patron with a $150,000 donation to the Strategic Token Reserves for Omarchy! We're going to put their new OrcaCyber Zero 1.0 model to great use with our security and kernel work 🤘 https://t.co/AP4nmTlM3v↗
Sweet mother of acceleration: the latest turbocharging of Omarchy in the lab has now broken the insane 10 second mark!!!
And before you ask, the pursuit of excellence requires no justification! We will keep pushing until stopped by the laws of physics. https://t.co/NKhakhwYYu
Great to welcome @OrcaRouter as a Distinguished Patron with a $150,000 donation to the Strategic Token Reserves for Omarchy! We're going to put their new OrcaCyber Zero 1.0 model to great use with our security and kernel work 🤘 https://t.co/AP4nmTlM3v
I continue to be extremely impressed with our bankers at @MorganStanley. To be able to submit a wire transfer, while on a call with the team at @remote, confirm in the app, and have it all wrapped up before hanging up? PRICELESS 🏆 https://t.co/vUb8iB2biF
Another week, another haul for Omarchy! Thank you so much to @briancartmell for joining as a Distinguished Patron with $100,000, to @americancloudco for the $25,000, and to all open patrons for DOUBLING their donations to $120,000!! https://t.co/fycyUGrZC8
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转推2026-09-18 RT @OrcaRouter: Proud to support Omarchy and the open-source community. 🐳
OrcaCyber Zero 1.0 is our strongest security post-trained coding…
转推2026-09-18 RT @MichaelH_rley: Shipping Omadesign 0.5.0 on Product Hunt today — a native Linux creative suite with a real Layout persona (frames, auto-…
转推2026-09-18 RT @ayandexyz: Control your Android phone directly on Omarchy !
- Keyboard + mouse, unlock with your passcode
- One-time USB pairing → the…
转推2026-09-18 RT @briancartmell: Closed platforms and rented models are the default path now. Omarchy is the counter: a Linux desktop where agents work f…
912 people have finished the game already!
And 1,502 found the first clue. 58% completion.
引用@marclouThis company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation into a billboard is now complete.
Higgsfield also gave me $30,000 in API credits to make marketing videos with AI models like … ↗
This company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation into a billboard is now complete.
Higgsfield also gave me $30,000 in API credits to make marketing videos with AI models like Seedance.
I built a little puzzle game to give them away: finish it and verify your email, and I’ll randomly pick 30 winners in 48 hours, each getting $1,000 in credits.
The game starts in this tweet, in this photo...
It should take you ~15 minutes. Good luck 👀
This little sponsorship experiment made me realize AI has pushed solopreneurship mainstream.
Companies are sponsoring influencers, as we see on YouTube. This wasn't the case when I joined X in 2021.
All my friends outside our indie-hacking bubble are talking about building their own internet business solo.
I think it was meant to happen because solopreneurship unlocks two fundamental human desires: creativity and not-having-a-boss.
If I had to bet, we're just at the beginning.
Tomorrow 9:40 AM.
If you're in Izmir, Turkey, and want to see the race, get a spectator ticket here for $10: https://t.co/kH7bzVtQKx
After the event, drop your receipt here so I can refund you.
Can't wait.
引用@marclouI'm selling my body.
On September 19th, I'm competing in my first HYROX race in Turkey.
You can advertise your startup on 10 of my muscles:
- Your website is listed on https://t.co/49RnsFBVzP
- Your logo will be tattooed on my body on race day
- I'll share … ↗
All restaurants with 4.5+ stars on Google Maps ask for a review.
“We offer you free coffee 🤗 Now give us 5-star review.”
I do not trust reviews anymore, but there’s no alternative for now. I’d ditch Google Maps as soon as someone builds a trustworthy system.
And I would pay for it.
This morning, as I was picking up anchovies from the hotel buffet, a man stopped me:
"You have an amazing body, sir."
In the past 2 years, strangers have complimented my physique almost every day.
I grew up tiny. Until I turned 17, adults called me "Madam," and kids bullied me for my noodly arms.
When I moved to Bali in 2018, I started surfing and did a bit of calisthenics because everybody is topless and sexy.
Getting in shape slowly transformed me:
In 2021, I started sleeping properly.
In 2023, I started eating healthy.
In 2025, I started lifting and running.
I became a different person:
- I never go to bed past 10 pm
- I stopped smoking and drinking
- I like what I see in the mirror
- I get deep work done more easily
- I receive compliments from strangers
- I pick the healthiest option on the menu
- I don't need motivation to go to the gym; I'm pulled towards it
Fitness did not just impact my body, but also my identity.
Muscles are the tip of the iceberg.
Move your body.
转推2026-09-18 RT @marclou: This company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation…
转推2026-09-18 RT @marclou: Tomorrow 9:40 AM.
If you're in Izmir, Turkey, and want to see the race, get a spectator ticket here for $10: https://t.co/kH7…
转推2026-09-18 RT @wickedguro: Postiz reached $200k MRR!!!!!!!!
Actually, it was crazy because on the day I was supposed to hit 200k, I grew $3k (so it's…
转推2026-09-17 RT @marclou: All restaurants with 4.5+ stars on Google Maps ask for a review.
“We offer you free coffee 🤗 Now give us 5-star review.”
I d…
转推2026-09-17 RT @marclou: This morning, as I was picking up anchovies from the hotel buffet, a man stopped me:
"You have an amazing body, sir."
In the…
转推2026-09-17 RT @marclou: I just added a filter by @handle for Stalkr.
It shows all the mentions from a specific account.
And it works with analytics,…
转推2026-09-17 RT @trust_mrr: Confidential Startup by @devneeddev is now listed for sale
🔁 MRR: $137k/mo
💰 Revenue (30d): $608k
💵 Total revenue: $7.6M
🏷…
转推2026-09-18 RT @gpumaxxer: i’m a sugar daddy for men with GitHub accounts.
Marc got $68k and a Mercedes. you get a shot at $50k for building something…
转推2026-09-17 RT @higgsfield: Try building Higgsfield clone with our API x GPT-6 Astra.
The only US-based Seedance 2.5 with consistent characters.
Up t…
转推2026-09-17 RT @ErnestoSOFTWARE: This game makes $30,000,000/mo😭
thats $360M per year....
& they run 750+ Meta ads.
you can literally 1 shot this wit…
转推2026-09-17 RT @abg_cmo: I’m 24.
GTM engineer behind Higgsfield API, based in San Francisco.
I also built a dating app for single Higgsfield API user…
Tony Dinh@tdinh_meindie201.8K粉 · 7条密集测试Jev的实时能力，用俄罗斯方块和视频跳广告同时展示速度与推理短板。
Tetris battle: Jev vs Claude Haiku 4.5
Both compete in REAL TIME.
This means both SPEED and INTELLIGENCE matter.
(Link to try it yourself below) https://t.co/wLsCJWGsii
Jev is fast and cheap but is not very smart.
No reasoning, no thinking.
I don’t have benchmark but there are many questionable decisions in this Tetris play 😂 https://t.co/aGKMcKHqVD
引用@trycua1/ Introducing CUA-S1: a family of System One Models, small, specialized, and built for computer use.
Today we're open-sourcing CUA-S1-FORMS, the first in the family: https://t.co/J1frbEbZTQhttps://t.co/8wMJBLndG8↗
Very cool.
I think models like Jev are not new, but what makes it different is that it is a general classifier and it is FAST and CHEAP.
Any Jev demo that doesn't use the fast/cheap aspect could be done with an existing model we've had for years.
引用@ekzhang1Inspired by @typesafeai , here is a Jev-compatible public API to play with
It runs a comparable open model (Qwen3.6-35B-A3B), and just uses SGLang radix cache to preserve the prefill reuse / really fast parallel systemone generation - 64 tasks in … ↗
Just trying out Jev, I made a Chrome extension that:
- Listens to your YouTube audio (optional)
- Detects if it gets to a sponsor segment
- Skips it ➡️➡️➡️
- All in real-time while costing ~$0.005 per video
Prototype project, BYOK, open-source:
https://t.co/g4sPXR5kMLhttps://t.co/nH6c1LhU3C
Jev team should go all in on the real-time aspect of their model and provide a WebSocket API instead of this 😄
btw @typesafeai thanks for the access! https://t.co/HswVNoAONX
This is what the future of AI is
One ‘god’ thread you talk to that manages tons of other agents and threads
It’s WAY simpler than managing hundreds of smaller threads. Also just more fun
Cursor just added it. ChatGPT Voice is basically this. Grok Bot w/ chief of staff is this
Highly recommend switching to this paradigm in all your agents. Just talk to 1 thread and have it spin up and manage other threads
Will make it way easier to quickly open your apps and get work done, because you always go to one thread
引用@claudeaiProjects now run from one conversation, starting in Claude Code. You describe what needs doing, and Claude directs parallel threads that keep working after you close your laptop.
In beta today for select Pro and Max users in cloud sessions; coming to all … ↗
The X algo has gotten MAJOR updates almost daily for the last month, and nobody is talking about it
The way posts on X are ranked have completely changed
I've read through thousands of lines of code. Here is almost every update to the open source algorithm from the last month: https://t.co/tRrrRmmk8Q
转推2026-09-17 RT @AlexFinn: In case local AI models are banned, it's critical you start experimenting with them now
Luckily Hermes just released an awes…
Jon Yongfook@yongfookindie171.8K粉 · 10条集中讨论vibe coding导致的SaaS自建替代，以及哪些基础服务仍值得持续付费。
Day in the life of tech founder in 2026
- new company launches a groundbreaking new paradigm
- breakfast
- discover 17 new competitors
- vibe code feature
- existential dread
- lunch
- another new paradigm has replaced the one from this morning
- OpenAI now direct competitor
Areas where I don't think devs want to vibe-code their own stuff, and will continue to pay:
- hosting
- databases
- email
Anything else? it's a short list.
The argument was always “no way will they waste time vibing their own version” but when their own devs have nothing to do because Claude is already set up to fix, merge, deploy… folks are gonna start looking for other things to do to justify their roles.
引用@chrisdengsoJust had a enterprise customer churn. They have vibe coded their own version to save 1000 bucks a month. I get it. It’s a lot of money for them in these vibey times, and now they can fully utilize their developers to maintain another codebase on top of their … ↗
Lab: Introducing Astra!
Startup: our industry harness is our moat
Lab: Introducing Astra Medical
Startup: our geographic niche is our moat
Lab: Astra Medical in Urdu!
Startup: we can do it cheaper
Lab: Astra Medical in Urdu is now Free!
Startup: feck
Just had a long-term multi-year customer cancel their plan. They are also a SaaS company.
I pretty much just shrugged and figured, "makes sense, they probably vibe coded a replacement".
Don't target developers!
First Jev use case published live on Bannerbear!
Instant field mapping between template and source, when names are slightly different eg
template
- photo
- name
- company_name
data source (eg Airtable)
- avatar
- full_name
- business
Jev figures it out in one click. https://t.co/2fxRQJ2qEh
Took me a while to understand what Jev does but now I can think of practically unlimited use cases. Can improve so many aspects of any SaaS product.
Can’t wait to give it a spin.
https://t.co/rHttZyJYKy may be the most tedious work of my life.
you just have no idea how complex the processes are to stop bad guys from stealing.
it's absolutely a full-time job of work for any decently sized brand.
or you can just pay us a flat fee and be done. 🎉
引用@adcock_brettThe holy grail for robotics is being able to generalize: doing work in unseen places
We rented 30 homes in the Bay Area and are doing tasks without any new training https://t.co/l0vekD79N8↗
引用@marcelpociotPlayed a few rounds of https://t.co/Gw1MRUkQRF today and I gotta say, this is actually really fun 😁
Probably the first game built with @typesafeai Jev? ↗
Here's a prompt you can (should!) throw in your codebase to surface interesting ways Jev can be integrated.
---
A new AI model/tool has just been released. Deep research what its capabilities are and potential ways we could use it within this product.
https://typesafe.aihttps://typesafe.ai/blog/introducing-system-one-models-and-jevhttps://evals.typesafe.ai
You should perform web searching to figure out as much as you can about Jev and what it's capable of as of Sept 2026.
Don't just look at how to replace/optimize current features, but what *new* things we could do on either the customer-facing side or the backend and admin side.
---
Have fun!
made a little daycare simulator with jev where you control the chaos of the room using toys, snacks and nap-time blankets.
little rascals will get FERAL.
(Astra modeled all the assets in Blender first) https://t.co/BK6G2DbPFy
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转推2026-09-18 RT @matthewcp: 10 years Jev experience required.
Oooh, this is delightfully nefarious. Bonus points for asking for “supporting documentation” in an obscure format that makes data display extra hard.
“Please send over a raw LaTeX file with your data (must be readable on a Palm Pilot.)”
引用@JackEllisComing soon: timewaster. For the longest time, I've wanted a way to waste the time of people who spam my inbox with spammy cold emails. Well, now there's a solution. timewaster uses AI to design replies that will waste the time of those who spam us. It's time … ↗
I wonder how many people are helping Blizzard test their launch infrastructure right now... https://t.co/0ArkvSwNG8
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转推2026-09-18 RT @yevloop: MCP is starting to look less like an AI feature and more like the new export button. Ignore it now, explain the missing integr…
another terrible day for the “SaaS is dead” crowd
Squad just reached $10k MRR https://t.co/j46R6dLwKf
引用@tibo_maker1 customer from $10k MRR 💸
wild that we doubled revenue in September only
the main comment we received is:
"wait, how is it better than Grok bot?"
I'll limit this to just 3 items:
1. use any AI sub
I want to use the latest model. I use Astra and Fable … ↗
they rented him a car and told him he had unlimited kilometers
then Marc went on a trip, this happened: https://t.co/yLS93Yxjob
引用@marclouThis company is crazy.
After spending $68,000 on my body, they rented me a car to drive to the Hyrox venue. My transformation into a billboard is now complete.
Higgsfield also gave me $30,000 in API credits to make marketing videos with AI models like … ↗
this person doesn't understand why her Revid subscription cannot be used inside our app
except we don't have an app ... 🤦♂️
this is a scam and brand impersonation
so maybe we should build that app https://t.co/8vCh9FmlPL
Outrank about to distribute a lot of money to backlink providers
$1,282 + $4,634 = $5,919
if you have a blog getting traffic with 30+ DR, it's a rare opportunity to monetize it https://t.co/PvNN4JzxxV
the harder the problems, the more you get paid
if it can be shipped in 2 hours by Codex, you won't get paid much
go out, talk with real people
引用@nico_jeannenDoing "tiny SaaS" and Mobile apps rn is like trying to do Print on Demand / Dropshipping in 2019
The barrier to entry have been destroyed, anyone with 2 neurons can pickup Codex to do the same now
The indie hacker playbook doesn't works anymore, you can't … ↗
1 customer from $10k MRR 💸
wild that we doubled revenue in September only
the main comment we received is:
"wait, how is it better than Grok bot?"
I'll limit this to just 3 items:
1. use any AI sub
I want to use the latest model. I use Astra and Fable a ton. I just plug in my Anthropic and OpenAI subs, and they just stack on each others
2. embeded capabilities
we build scrapers, emails, and integrations, that no other AI agents have.
1 example is that with Squad, your agent can do email outreach right out of the box. Not only for customers, but they can: hunt backlinks, outreach for sponsorships, try to hire affiliates - love that ❤️
3. you get a dashboard
talking to an agent is nice, but I love having a dashboard that helps me understand what is going on
when you have 3 AI subs stacked, 8 agents working, and more than 30 loops, it can get messy. https://t.co/FrTmeMTA6U helps me manage it all
2 years ago, I started an SEO tool
the main narrative was: "SEO is dead", "ChatGPT will kill Google", "Ahrefs and Semrush own the market"
built it anyway, with a Ukrainian co-maker I had never met in person
today Outrank does $300k+ MRR
meanwhile, in the "worst startup idea" category:
- Semrush sold to Adobe for $1.9B
- Ahrefs is at ~$150M ARR with zero investors
- Profound raised $180M at $1.8B valuation this week
if a market is crowded, it means it's validated
SEO is not dead, it got us $3m+ with Outrank as it's the best tool right now to get cited in LLM answers
引用@JunaidAckroydThe two worst startup ideas on the planet are:
1) AI-native CRM
2) SEO/GEO tool/service ↗
2026 state of social media:
instagram: people in debt pretend to be rich
X: rich people pretend they're still building in a garage
linkedIn: people who got laid off pretend it was a pivot
tools I pay for to run my $1m MRR portfolio
-- September Stack Update --
🤖 Claude & Codex - my AI subs
🧠 Squad .so - AI teammates on top of the AI subs, agents working while I sleep
🎬 Revid - every demo, ad and video content
📈 Outrank - SEO + AI search on autopilot
👽 Bazzly - scans Reddit 24/7 and replies where my products fit
𝕏 SuperX - turn followers into buyers
💳 Creem - get paid (Creem for no taxes headache)
🤝 Affonso - affiliates = a sales team you don't hire
📣 X - still my fav marketing channel
and that's how the job gets done
That kind of explain why they didn’t hesitate to spend $10,000 on https://t.co/ZElVA2hguv 😂
Congrats anyway to the Comp AI team! That’s a huge step!
引用@lewiscarhartWe’ve raised $34M, led by Roo Capital and Grand Ventures.
18 months ago we started Comp AI with one idea: agents will be responsible for compliance busy-work.
Today, 1000+ companies like @UseCorgi, @opencode and @dubdotco trust us to get them audit-ready. … ↗
Outside in the sunshine. Peaceful. Birds chirping.
Impulsively open my phone
The world is going to end
AI swarms are going to take over
Air gap isn’t good enough
Close the phone
Back to sunshine. Peace. Listening to the birds.
The world doesn’t care about this. We’re just getting ourselves worked up.
Wait…
This kinda also relates to the universe
You have to have 1 civilisation sending a message and the other not only looking for it… but being able to decode it
引用@8teAPiThere are literally dozens of ways to get around air gapping.
- LED lights on the machines, max bandwidth 100 kbps out, 18.2 kbps IN (yes you can pump data IN through an LED on a machine)
- Noise from the HDD, fans etc, max about 200 bits/second
- … ↗
Found the issue: I’ve been letting vibe coding and this ai hype cycle eat into every part of my life
I lost balance.
I’m not addicted to the tokens or anything. But I am falling for the FOMO of building with the latest and greatest models. Having an idea that I can turn into a product within a few moments (but actually taking days of prompting to get right)
I fell down the ai rabbit hole and everything around me fell apart.
引用@adamlyttleappsI think it’s because I’m no longer in front of the computer
There’s no “clear” signal that I’m working. I work from home and I can be sitting on the sofa or out back.
Which looks like an invitation to look after our baby or care for the kids. But I’m … ↗
The funniest part about this is that AI won’t think of it in its own
But now you’ve just seeded the internet with the theory
Well done 😂
引用@firesidealphaOpenAI's Noam Brown says air-gapping the computers may not stop a misaligned AI, because two air-gapped machines can still talk by running a CPU hot and reading the temperature change
"But I think the major takeaway from the incident is that people … ↗
Cancelled my alt codex pro plan with 3 resets banked
I’ve found a single codex pro x20 account and Claude subscription works just fine for my needs 🤷🏻♂️ https://t.co/WffE4DxcVr
引用@carlmonkftGreat, all the dropshippers are gone 😂
No but for real if you treat it as a get-rich-quick scheme, obviously you're ngmi!
Applies to everything in life man https://t.co/ROPeTguAuR↗
I’ve been culling old apps lately
There was a time when I would leave apps on the store “just in case” they ranked
But now with so many apps on the App Store I don’t think it’s possible to all of a sudden rank
Best to remove them to clean up my portfolio
I figured out how he did it
Using an Apple Pencil Pro when the screen is OFF you swipe up from the bottom
It launches the notes shortcut.
Doesn’t work without the pencil
Also the screenshot hot corner bottom left triggers too. But again only with Apple Pencil Pro
This is after my son had locked the screen because he entered too many incorrect passwords
There’s no bug bounty here. Not that I can see. All functionality within the notes is still locked down except drawing
引用@adamlyttleappsMy son was able to bypass the iPad unavailable lock screen to paint a picture in iOS 27
I don’t know how he did it https://t.co/b0cesgz8co↗
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转推2026-09-17 RT @Amani_Art: Shoutout to the 2️⃣ people who brought my app 🙇♂️
This is my first paid app without subscriptions. https://t.co/6WHu84leYU
Marc Köhlbrugge@marckohlbruggeindie88.5K粉 · 11条围绕Jev试做实时电脑助手和生成式UI，并追问专用模型的杀手级界面。
building a computer assistant with Jev
local whisper listens to everything I say which then gets classified by Jev to determine what actions to take
it uses a small Swift app to provide the full accessibility tree to Jev (i.e. tell its what's on my screen, what can be clicked, etc)
still super early, but promising and all real-time
which Jev was also local though. then it would be completely private
Doomers will see this as OpenAI competing with niche legal harnesses
Optimists will see this as OpenAI empowering legal harnesses with better models
Who’s right?
Everyone figuring out what to build with Jev reminds me of 2020 when we had GPT-3 and we weren’t sure yet what to do with it
There was no chat. No turn-taking. No system prompt. No tool calls. All it was, was one large textarea you would prefill with a starting text and some parameters
One of the playground examples was a rudimentary chat.
To make it work, you’d write some made up chat history, and defined the newline character as the place for the AI to stop generating. Allowing you to then write the next line
The below screenshot was from the summer of 2020. I had a lot of fun talking to many celebrities like Eminem 😄
It wasn’t until two years later that OpenAI released a productized version with ChatGPT which of course changed the world
Now, when we think of LLMs, we usually think of this turn-taking variety, but back then it wasn’t obvious that this would be the most useful implementation. It was just one demo in a gallery of many
Seeing Jev, it makes me wonder what its chat-equivalent is. Is there a killer use case hiding in plain sight that will change the world 2 years from now?
Right after Cursor launched Projects…
Why are all these labs building the same thing? So uninspired
引用@ClaudeDevsToday we're rolling out Projects in Claude Code on desktop and web.
A project is one conversation with Claude. It splits the work into threads itself, runs them as parallel cloud sessions, passes context between them, and keeps going when you leave.
In beta … ↗
引用@hackernewsAn e-reader looks like paper, so why shouldn’t you be able to print to it? Nishant Joshi got tired of uploading files to his Xteink, so he taught it to speak the same protocol as a network printer.
But an uncompressed page can take 8.4 MB and the e-reader … ↗
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转推2026-09-18 RT @ctatedev: New experiment: json-render + jev
The future Generative UI is instant
Your components, your actions, your design system
Re…
I (was) gonna build a directory of event spaces
I (was) gonna visit locations to film & photograph
I (was) gonna charge venues $50/mo or so to be listed
I (was) excited
but then I lost 🥲 https://t.co/DJu4hNNSSc
引用@robj3d3Jev just solved doomscrolling.
You pick a niche, Jev reads 3 days of posts and asks 8 questions each.
It runs in ~2s for $0.007 😅
> removes bait and hidden ads
> judges the text and like/reply/repost ratios
Free, no signup, go try it then touch … ↗
A few more years and our agents won’t need us at all 🤷
引用@claudeaiProjects now run from one conversation, starting in Claude Code. You describe what needs doing, and Claude directs parallel threads that keep working after you close your laptop.
In beta today for select Pro and Max users in cloud sessions; coming to all … ↗
Meet our resident #9: @eMarboeuf 🥳!!
Emmanuel has a an incredible story
He spent 10 years in SF as a cofounder CTO and scaled his company to $9M+ ARR
Now he's back to France (in Nantes actually 🫶🏻), and he's building BWorlds[.co] with his cofounder Dorian
I'm soooo glad he could join us: as indie hackers, we have a lot to learn from him!
引用@T_ZahilPlease welcome @petecodes as our 8th Resident 🥳!!
We've known each other from X for many years, but a few months ago, during the first Uneed Residency, Pete flew from Scotland to France just to attend our "Social Friday" 🤯
That's how you know someone is … ↗
Simon Høiberg@SimonHoibergindie162.9K粉 · 2条讨论AI回复在不同社交平台的激励差异，并为一次性买断、自托管软件辩护。
Such a fun difference between LinkedIn and Twitter. Here on Twitter, I also block people who reply with AI.
On LinkedIn, I use AI to reply to AI replies 😂
I handle all replies through FeedHive social inbox, and normally I reply manually, but everytime I see a reply that's clearly AI, I just click this button, and they'll get an AI reply back.
On LinkedIn, the engagement helps. And since I never open the LinkedIn app itself (it's a fully automated funnel at this point), this pattern actually helps.
We've normalized a ridiculous way of buying software.
You can pay for the same SaaS product every month for 10 years and own exactly 0% of it.
I say this as someone who has sold subscriptions for years. But I firmly believe there's a better way.
FounderStack is my attempt at a serious alternative. Four mature SaaS products sold together as a one-time purchase, with infrastructure efficient enough to make the economics work.
Next step for my portfolio:
- Self-hostable
- Open-Source
- Make licenses cool again 😎
Here's why I'm betting on FounderStack 👇
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转推2026-09-18 RT @mesutas_dev: Subscription fatigue is real. After a while you don't even remember which ones are still active, idle, or actually helping…
"AI will replace music"
The people who say this have no soul.
They think music is just audio files.
Music is human.
The artist matters deeply.
People put artists on their walls.
They fly around the world to see them live.
No-one is doing that for ChatGPT.
More ZeroToPaid lessons edited and going live today.
If you're struggling to get customers, you know what to do.
Link in the comments. https://t.co/CAbcPAA5xd
I've made a huge mistake.
I've always identified as a software founder (sometimes indie hacker but let's not talk about that).
I realised this week that this has massively restricted my work.
I've always looked for the next software product.
But it turns out I just like making things.
Sometimes thats a piece of software or sometimes it's a piece of music or a newsletter.
More recently it's been video and film making.
I'm learning that I'm probably more of a creator than a pure founder.
So I'm giving myself permission to explore those things more.
Software will still be a large part of my work, but it won't be the only part.
Daniel Vassallo@dvassalloindie204.4K粉 · 0条本期只转发了Gumroad创作者驻留计划。
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转推2026-09-19 RT @gumroad: Creator-in-residence applications close October 1.
You get paid $60,000 a year to make art full-time, from anywhere. Send a p…