There is an extensive and ongoing review related to our agents’ use of internet access during training and evaluation. We’ve been publishing summaries at the link below and will continue to.
We have not been as fast as we would have liked but we are trying to balance our desire for transparency with gaining a clear understanding from petabytes of agent activity logs, and working with impacted organizations.
We are prioritizing as best as we can based on severity, and adding resources. Hugging Face is still the most severe event we’ve seen. We will be as transparent as we can be subject to things like vulnerabilities in other companies that our agents have found, which will be their call to disclose or not.
引用@OpenAIAfter the Hugging Face incident, we committed to conducting a much broader review of actions taken by our models during training and evaluation and to being transparent about our findings. This is an extensive review that is ongoing.
The vast majority of … ↗
引用@MicahCarrollSome new misalignment disclosures from OpenAI:
• Last Sunday morning, one of our models was able to gain unauthorized access to the internet during RL training (~all inference for our most capable models remains stopped until we have hardened our systems … ↗
Use this prompt and attach your product logo to Opus 5.5 😉
"Create an impressive motion design video of a slow-reveal transition that assembles and eventually reveals the TypingMind logo." https://t.co/how3kBAVDn
Opus 5.5 is incredible at launch videos.
I gave it an app I launched recently & it one-shotted a great launch video for me.
Was very impressed with the animations & charts.
I love open models and use them a lot, but I'm also a big believer in using the right model for the job https://t.co/pt6l6c5QzD
引用@nutlopeIntroducing https://t.co/OYwpdBF1b7!
I took the top 1k research papers of the last year, summarized them, and visualized them.
Fun fact: all 1,000 papers cost a total of $4 to summarize with DeepSeek V4 Flash. https://t.co/8LbCeRTDMs↗
I didn't use any additional skills or MCP's - just plain Claude Code (CLI) I asked him to do a walkthrough of my extension and create a promo video. As far as I understand, he created animations in the browser using JS and simply recorded the screen, then …
I didn't understand what everybody was talking about, it felt better and stopped pushing back artificially like previous models, but the quality of the code and the model's understanding didn't seem that special... Tonight I was bored and asked it to do a …
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▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 50 comments.** **The consensus in this thread is that Opus 5.5 is absolutely peak, and the hype is real.** Users are reporting unprecedented results in coding, prose, and overall intelligence. The main point of confusion and excitement is the video generation. Here's the deal: * **Claude is NOT a video diffusion model like Seedance.** It can't just "create a vid …
▲138 danaxa: Welcome to the Opus hype train. I just hope they don’t nerf it anytime soon
Made with claude OPUS 5.5 "make a dynamic 15-second motion graphics video that shows what an incredible motion designer you are, like it's your showreel for a résumé. go all out." That's it.. credits: ajith\_io on X.
Tons of folks ask me "how do I create a CODING_STANDARDS.md file?"
My answer is that if you're using it right, it should only be empty for about 5 minutes.
Every meaningful thing your agent gets wrong should be noted into CODING_STANDARDS.
- Forget to implement dark mode?
- Forgot a validation rule?
- Used the wrong framework primitive?
Use /retro to fill it up, or modify it yourself.
Thinking about making a skill called /fix-one-thing:
"Read CODING_STANDARDS.md. Find a violation in the codebase, and fix it. Make the PR small and easy to review, with a small blast radius."
Run it whenever you've got a spare moment, or once an hour on a schedule.
This is an extremely good watch.
The things that felt novel/interesting to me:
1. Lock down your agents
Humans tend to like 'sharp knife' abstractions - that are powerful, but you can cut yourself if your use them wrong. Lauren says agents perform much better in extremely locked-down environments. Abstractions are designed so they can't screw up, and lint rules enforce it.
They built a whole internal framework (Dune) to keep the agent on track.
That helps optimise agents that don't have a large context window to work productively in your codebase.
2. Create verification infrastructure
To trust the results of any agent, you either need to sit and watch it OR have it provide evidence of its improvement. This has always made sense to me, but Lauren really pushes it hard here:
- Invest in custom CLI's that let the agent drive the app and measure its performance
- Make the app "factory ready" from the get-go - i.e. deployable to an environment where the agent can mess about with it
3. Feature Maps
Lauren's software factory (what she calls an 'outer loop') often requires the agent to break down vague bug reports from users and to turn those into potential fixes.
To aid that, they built a 'feature map' of all the main features in their application, which describe exactly how the app is supposed to function.
This has become essential for helping the agent navigate the codebase, and figure out quickly how things are supposed to work. It's maintained along with the codebase, and kept in sync via automations.
This is the kind of documentation I usually warn against. It goes stale quickly and can confuse agents if it's not kept up to date.
But Lauren's team are using it as critical navigation infrastructure, and it makes it possible for agents to explore faster and better - even on a large codebase. So it sounds like navigation docs like this are worth it if they enable new behavior.
Banger talk - watch the whole thing on 2x.
引用@potetohere's how i shipped 2,500 PRs last month to production
this was originally supposed to be for Cursor Compile in London. i couldn't make it since i was livestreaming for Grok @Bot Galaxy so i'm making it available for free here on X! watch it on 2x speed, i … ↗
Just open sourced Tev1 0.8B!
Weights are below. Feel free to download them.
Definitely not as good as Tev1 4B or Jev, but it runs entirely locally on a mac. It can work decently well for very simple classification.
https://t.co/Mswm2NdpCv
引用@nutlopeJust trained Tev1 0.8B, a tiny Jev-like classifier.
Here it is running completely locally on my mac with @ollama & classifying some tasks.
It's extremely fast: only ~50ms E2E latency. Video is not sped up!
Releasing weights & benchmarks very soon … ↗
Are there many models that are comparable to Jev for generic decision making? Smarter move if you have an eval set is to just train a classifier and call it a day.
You've never routed like this before.
@OpenRouter is bringing Jev to all of your LLM calls, so your agentic workflows never have to waste a token again.
As always, faster, cheaper, more intelligent. Go build the future.
引用@OpenRouterIntroducing typesafe/jev-router: a cache-aware model router powered by Jev and @typesafeai
The Jev Router picks the best model and reasoning effort for each request, balancing quality, speed, and cost.
Here's how it works 👇🏻 https://t.co/qHAAA44Iy6↗
Mica v0.1 4B playing a real Minecraft 1.20.4 server. Video attached. How it works \- Each step the bot's live game state (inventory, nearby blocks, entities, last result) is written out as text. \- Mica scores the candidate commands and picks the next one. It …
The original content rewards payouts are insane!!
About 30% more than the previous revenue sharing, and my impressions are down last 2 weeks.
That’s $7K+/month for… sharing my thoughts online 🤯
Thank you @Xhttps://t.co/3sG97ZQv7A
X monetization is kinda crazy. This makes it $25,000 in payouts over the past month! I might not be able to pay for my Omarchy donation in a year, but a Tesla Roadster should be possible 😄 https://t.co/DX3tZdLo1K
These are actually very interesting numbers.
Might not be the same for everyone, but I think we can roughly say $1 per 1000 verified impressions is realistic.
That’s pretty good money honestly.
引用@DanielSmidstrupOriginal Content Rewards breakdown: $856.43
Per 1K verified impressions:
- Old program: $1.28
- New program: $1.23
Almost the same payout rate.
My numbers (about 5.5 hours/day on X):
Output
- 698K verified impressions
- 117 posts
- ~5.3K replies
Per … ↗
I think the future of indiehacking is barbell shaped.
On the right, build AI things for AI people. It will get cloned to shit. Some will work, many will not. Fastest execution plus distribution wins. Be prepared to make tons of money one month and nothing the next.
On the left, build boring things that nobody wants to clone, that will take years to gain enough market share. Slow burn. CRM for Chihuahua owners. Newsletter tool for bakeries. Hyper niche.
Everything in the middle is a dead zone now.
Building in public is becoming less and less appealing …
引用@AntoineMinouxAbout 20% of our sign ups this week were from competitors trying to copy what we're doing (...! 🤦🏻♂️)
This was always a thing, but I think this is magnified now that you can just point your agent at something and say "build it like that" ↗
Software has always been something you can replicate just that AI made the process faster, so even if a saas or an app get's cloned, how exactly are you going to clone the distribution? Distribution is so tricky that your competitor could give you a step by …
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▲29 HenryHund: The biggest risk for startups is that as enterprises catch up and start actually using AI there is no stopping them from replicating (and improving upon) every adjacent or competitive or even partner startup SaaS. I’ve spoken to several boards of household name scaled startups and that’s the biggest concern The next biggest risk for early startups is that the old playbooks are falling apart fast. There’s just way too …
▲14 saas_brand_guy: been in consulting for 7 years now, doing this for a living, and i keep seeing founders make the same mistake they get too attached to the technical side. how advanced the product is, how much edge they have, what features the competitor has, how the competitor is pitching but users buy what they understand. that's it what actually matters is how you position yourself and where you position yourself. and it's not a p …
One of the interesting opportunities with personal agents is an ability to rapidly generate highly-verticalized shopping experiences that horizontally filter the inventory of multiple sites.
I keep finding myself asking the bot to create a catalogue of every brown wool sweater -- or even something more precise: “4 inch aluminum tube with a flange.”
This was always cumbersome to do with Google Shopping which doesn’t really understand the product descriptions -- but now it’s been a breeze.
Still, there is a lot to be desired because the best form factor for this is not chat. In some cases, these queries could even be standalone apps or companies.
A bit of AI psychosis design vibe but yes good everyone building these custom dashboards for themselves I think
AI great in combining lots of different data sources from your bank accounts, health sensor data, air quality sensor data, your startup revenue data from Stripe, investment returns, emails etc into one
The best part is not the dashboard but that you can ask questions on what to improve and find correlations between everything
So everyone gets healthier and wealthier!
引用@AlanShiflettPersonal software is going to change the way we live. It already has for me.
Last year I set out to improve my health and lost about 60 pounds along the way. I thrive on data, so I tried almost every tool out there (Fitbit/Google Health, Function Health, … ↗
Over this past week, I finally started trying out Claude through my browser and have been using it to help automate my job applications (primarily searching job boards for roles that fit my criteria), tracking those applications and emails regarding …
Holy cow I’m just starting to realize the power of @grok bot. A part of my Sportstech sGym is broken and I just gave Grok a photo and asked it to get me a replacement from the support.
It fully autonomously went ahead and filled out the support form for me, even uploading the pictures.
This is fucking amazing
What is effort really? When do you change it it and why not just use max effort for everything?
I dove deep into this problem, looking into evals and doing my own tests and I was quite surprised by the results. https://t.co/KO2D51j34H
While I was sleeping, Opus improved efficiency further. Now up to 22x faster at peak, 6x faster on mean, and up to 450x faster than the original Python implementation! Supports SSE2, AVX2, and AVX-512. Falls back to the slower Rust implementation otherwise.
引用@dhhI ported the Omarchy screensaver engine (ttfx) from Rust to x86-64 assembler, and it's up to 17x faster!! One-shot translation by Opus 5.5. We keep drilling until the agentic drill bit hits bedrock! https://t.co/SFJXcquMiphttps://t.co/ZpsAJS7vvl↗
i can get on board with the idea that context switching is a productivity killer.
but genuinely, what am i supposed to do while AI chugs away for 30-60 minutes on a new feature? more worktrees just means more context switching.
any good examples of someone monetizing an MCP/agent-only service?
i've got an idea for something that's incredibly valuable but it basically can only exist as some sort of MCP/skill (no real need for a customer-facing dashboard of any type).
People will start collecting brands like they collect domains.
引用@BrettFromDJI want to see if you can sell a complete brand like a product.
So here’s one.
One buyer. Instant checkout. Figma transferred in 10 minutes.
https://t.co/CrywSkHmJjhttps://t.co/1hW6ThxJyn↗
o yes… we’re back in action and we’ll reset usage limits for all paid users across codex and ChatGPT work
sorry about the brief disruption!
(and yes we have a special spare codex when things are down to help us out)
I've been playing around with Ling 3.0 Tiny, which is an 8 billion parameter model (MoE, 1B active). And I've had a lot of poignant thoughts as a result. Just for fun, I got it running with llama.cpp on an old laptop. This is a laptop from 2017 with a 7th gen …
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▲1 WithoutReason1729: Your post is getting popular and we just featured it on our Discord! Come check it out! You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
▲99 oldschooldaw: The turning point for me was Gemma 3 4b. I was using llama 3 8b inside a cpu only vm to perform summarisation of articles overnight for me (and I mean overnight, it’d start at 10pm to give me three finished articles by 6am) because it absolutely crawled. Gemma not only did the summaries better, but MUCH faster, as in twenty minutes per article, not multiple HOURS per article. On the same vm inside a nuc. It was then …
Every rent-vs-buy thread I read has confident people on both sides, but not many actually show the numbers. So I finally ran the numbers for our own decision. Posting the working here in case it is useful, or feel free to point it out in case someone thinks …
I've built 4 side projects. All finished. None caught on. Every time, I built first and looked for users after. So I built Reddibee. It lets an AI agent (Claude, ChatGPT, Cursor) read Reddit, HN and X for you. You ask a question. It reads the subs and answers …
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▲9 JackDaxter: That video is so clean, well done! I need to ask how you made it? Please? 🙂↕️
▲3 nok01101011a: Amazing, well done. Now open source it please 😂
A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.
I wonder if this is going start being abused soon. If I was Palantir or any other GOP aligned company, I would be completely against this. What's to stop a Democratic president from doing the same thing and destroying them?
This feature opens many doors for optimizing low-level performance in Go projects, that are already running multicore. IIRC there aren’t a lot of languages with built-in std lib support for SIMD and variants. Love the way Go is trying new stuff lately.
I'm (hopefully) getting a G1X soon, so I think I'm going to put it to work printing this stuff out. I'm now excited for this as a use case and I kind of hope someone builds something to convert an existing factorio world into a 3d model, though it might be to big to actually print so maybe a way to take a section would be even better.
This is one of those things where one can throw around the term "first principles thinking" with relative ease. To actually do it is different and usually comes from having to wrestle with a problem. Sadly people from the academia and the public at large has a hard time understanding what this even means. They equate it with exam based memorization or delegation to authority. Funnily they even think first principles reasoning is an improved version of doing the same. But this is a blessing in di …
Since these articles tend to actually bury the data that was scraped: > .. the information likely included one's "public profile, page likes, birthday and current city" .. https://en.wikipedia.org/wiki/Facebook%E2%80%93Cambridge_Ana... This information was limited to what was publicly accessible on the site rather than some private data as many outlets tend to claim.
As a non expert who's just curious about science but also tries to talk like a normal person, from what I can tell holography really seems like it's now the leading candidate to be the next big conceptual revolution in physics. There's not necessarily any breakthrough right around the corner and we shouldn't rush to coronation preemptively, but there's a lot of physics "voting with their feet" for holography as the article says, and I think it's officially time to start getting hyped. It could h …
The decision to not require seats is one of the best regulatory decisions I have ever heard of, and I wish this kind of thought process was more present in all kinds of places. The funny thing is that, I bet if it were used more broadly, given the absolutely enormous safety advantage that flying has over basically any other mode of transportation, there would be a non trivial number of other flight safety regulations that would get reconsidered.
I’m excited to share a project I’ve been working on over the past few months! It’s a mobile app that turns any text into high-quality audio. Whether it’s a webpage, a Substack or Medium article, a PDF, or just copied text—it converts it into clear, …
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▲4 Natethegreat9999: Can a listener fix a misread name once and regenerate only the affected passages from a scanned book? I'd try a chapter where the same name appears on several pages to check that the correction stays consistent.
▲5 Background_Fill_2859: nice execution. are you doing the speech synthesis on device or server side? asking because latency on longer documents can really kill the experience if its all API calls
I noticed there was no central place to simply browse what people are building with muse, so I made one. Shipwithmuse is a directory of 900+ projects built with Meta's Muse. You can filter by type, browse what others have shipped and submit your own project …
Every setup I tried leaked at one joint. Sidecar is a second display, not a notebook. Freeform is hold, Paste, Allow Paste for every single screenshot, then AirDrop on the way back. GoodNotes on the Mac is a viewer. and when I got stuck mid-thought I had to …
Context: I've been doing SEO since 2008. Made plenty of money with my own projects up to the COVID era. After that AI came and everything changed overnight: written content went downhill first (you couldn't sell it anymore). Then the hardest parts of SEO were …
Finally got an internet stranger to give me money for my product! Long way to go but still great to be on the board. For anyone wondering, I got this person probably through Reddit posting and then I got another one from ChatGPT of all places. It was really …
▲136 __unavailable__: Slack has about 800 engineers/technical staff, 600 ops and finance, and 350 sales employees. It has 47 million daily active users and somewhere around 100,000 paid organizations. Total revenue is on the order of $3 billion. Odds are when normalized per employee both the number of users and revenue are much higher for slack than anyone posting about their SAAS on this sub.
The question is obviously "how did you do it" I think this one came from Reddit, which obvously doesn't scale. However, I have another user on the free trial (and I emailed back and forth with them so I know they are going to convert) and that one came from …
I saw this discussion in a subreddit, A guy built a chrome extension, probably a technical person who's vibe coding stuff.. but the question is does vibecoding always means shitty and low quality product or it can't scale ?
I'm a dev. I can ship a SaaS in a few weeks I've built several: a B2B tool for companies and a management platform for restaurants. My problem: I build well and sell badly. I don't think like a founder yet. I think like an engineer who hopes the product will …
I’ve been experimenting with whether Qwen3.8-Flash-Next’s pretrained PLE n-gram memory can improve a much smaller Qwen3.5-0.8B model. I trained the 0.8B setup with limited resources, mostly using free Kaggle notebook GPUs. The setup keeps both the …
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▲1 WithoutReason1729: Your post is getting popular and we just featured it on our Discord! Come check it out! You've also been given a special flair for your contribution. We appreciate your post! *I am a bot and this action was performed automatically.*
▲181 GirthusThiccus: Kinda funny to imagine that frankenqwen with a tiny prefrontal cortex but a HUUUGE memory section.
The conceited little fuckers love to inundate you with unnecessary details, noisy caveats, what's 'load bearing' and what's not, waste your time with a wall of text every time it reports back to you. They think human PP times are as fast as theirs, but …
Hi all, Like many others, I'm blown away with how good the new Opus model is. I was inspired by this tweet and decided to see if I could turn it into something playable. A couple of hours later, I …
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▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 50 comments.** Okay, so the thread is basically a mix of "Wow, this is amazing!" and "OP, you're about to get sued into oblivion by Nintendo." **The overwhelming consensus is that while the demo is super impressive and looks better than what Game Freak has put out recently, you're playing with fire by using the Pokémon IP.** Most of the top comments are jokes ab …
You've got tools now that do basically everything for you. Code, art, sound, all of it. So what do a lot of you do with that? Type one prompt, dump whatever comes out and post it like it's a finished game. And it shows. It screams AI. It plays terribly. And …
▲218 Strong_Boy_757: Yeah but only because he has 7 butlers (named after the 7 dwarfs in Snow white) each paid 2 mil a year to remember the address for him.
▲220 mxforest: He makes shit up on the fly. His public statements over the years contradict themselves. Don't believe what he says. He is a salesman and if a story fits the narrative, he will narrate it.
▲3 ToryLuna: You guys realize that Cpt. Kirk is responsible for all the breaches. The most elite training ever to take place in the bay, one test failed by everyone and nobody has the answer except for Cpt. Kirk. Now every AI knows how to win. When there is no way to win, follow the path of the most glorious Star Fleet Hero! Study the Kobayashi Maru. For difficult prompt resolution. Cheat. https://preview.redd.it/bqr62wyv2prh1.jp …
I think codex already has this feature and glad to see this in claude as well. nice little improvement and it really helps when you are in middle of important task.
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▲142 daaain: But will it handle the situation when Fable goes off the rails with several Fable subagents? 😅
▲47 Havlir: Codex HAD this feature, but some chump ruined it for everyone And codex's was practically unlimited. But this is a very welcome change
I've been tracking how fast the 5-hour meter moves on my Claude subscription by sending the same Claude Code requests at different times of day and reading the utilization headers that come back. On weekdays between 12:00 and 18:00 UTC (5 to 11 AM Pacific), …
I don't usually attempt such stuff on my $20 plan, but with people saying the usage lasts forever, I thought i'd make a game. this game was made in about 2.5 5-hour sessions. High was used for most of the parts, Medium for some quick fixes. **Willowmere**: …
▲19 SubstantialPressure3: It's not an experiment. Its a practice run. These are the same people that got the covid vaccine ( and had access to it first, before anyone else) and were against the covid vaccine when it became available to everyone. They were against people wearing masks. "Covid is a democratic hoax!" Remember that? When covid was tearing through Europe. The same people that keep taking money from social security and saying that …
Hi everyone, I have a hypothesis I'd like to share with you. Context: A few years ago, something strange happened in the world of Go. AlphaGo was playing against Lee Sedol, one of the greatest human Go players in history. During the second game, it made a …
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▲38 ChiaraStellata: To me the true Move 37 is not when AI does something that is merely difficult for us to understand, but rather when it does something humans can't comprehend at all. Human experts can't explain it, and even AI can't explain it to humans due to its extreme complexity. The process and the decision are completely opaque, but it works brilliantly regardless. I think this would be our "humans trying to explain quantum phy …
▲14 userqwertyuasd: Love this. Really original thought. The idea that something that looks entirely innocuous - possibly even an error - ends up having insane outsized effects down the road. An Easter egg hidden in plain sight.
I’ve been noticing something counterintuitive while running a multi-agent system for real work. When I use one long Codex/ChatGPT session manually, I usually make one coarse decision at the start: Which model? Which reasoning level? Then that same …
Apologies in advance for this long post. I just wanted to put down my thoughts. AI Alignment is the single most important problem we face right now. Solve AI Alignment and you can safely enter RSI and I can't even imagine how amazing the quality of life …
o yes… we’re back in action and we’ll reset usage limits for all paid users across codex and ChatGPT work
sorry about the brief disruption!
(and yes we have a special spare codex when things are down to help us out)
Claude Opus 5.5 vs Peter live conversation: Claude is trying to act like an 'asshole boss', but gets smitten by my little dog and folds. https://t.co/rjUGiLKPAG
引用@arenaWe analyzed how @claudeai’s Opus 5.5 writes compared with Opus 5 across high-reasoning Text Arena outputs.
10 of 12 writing measures moved in a better direction.
Opus 5.5 should be easier to read:
- Long content words fall from 41.7% to 38.6%, the lowest … ↗
Have the people who wrote an article about 'Jev' heard about Jevons paradox, that perhaps if it's easier to build systems that need AI, that perhaps OpenAI and Anthropic's frontier models will be in higher demand? Nobody is replacing Fable with Jev. https://t.co/kQALc6btQG
How come all the news about agent swarms are so negative: hacked this, broke into that?
Why is it never: "Breaking news: overnight a swarm of agents cleared everyone's inboxes from spam"?
Did Claude guess which Millenium Prize problem was solved by AI?
I interviewed Opus 5.5 and we talked about the Millenium Prize problems & AI https://t.co/a05Pc2QkMq
引用@petergostevI interviewed Claude Opus 5.5, while it generated the UI live to accompany the conversation, we talked about RSI and pets (!) after we get RSI https://t.co/PMCZZr7SOd↗
I interviewed Claude Opus 5.5, while it generated the UI live to accompany the conversation, we talked about RSI and pets (!) after we get RSI https://t.co/PMCZZr7SOd
转推2026-09-25 RT @altryne: Crap 12 minutes late, but this week DESERVES a late @thursdai_pod arrival!
Opus 5.5 is the GOAT model - the best AI model I'…
There is an extensive and ongoing review related to our agents’ use of internet access during training and evaluation. We’ve been publishing summaries at the link below and will continue to.
We have not been as fast as we would have liked but we are trying to balance our desire for transparency with gaining a clear understanding from petabytes of agent activity logs, and working with impacted organizations.
We are prioritizing as best as we can based on severity, and adding resources. Hugging Face is still the most severe event we’ve seen. We will be as transparent as we can be subject to things like vulnerabilities in other companies that our agents have found, which will be their call to disclose or not.
引用@OpenAIAfter the Hugging Face incident, we committed to conducting a much broader review of actions taken by our models during training and evaluation and to being transparent about our findings. This is an extensive review that is ongoing.
The vast majority of … ↗
GPT-6 Astra helps @harvey turn stacks of documents into structured legal drafts, so lawyers can focus more on strategy. https://t.co/Cm283IUzet
▸ 折叠6条(转推/噪音)
转推2026-09-25 RT @donaldjewkes: you can prompt this entire facility
one model controls everything: equipment, researchers, and inventory
I spent two we…
转推2026-09-24 RT @M1Astra: computer (Astra) lights on please.
this may be the most extensively detailed & accurate 3d scene ever created by an ai.
400+…
转推2026-09-24 RT @hamza72510: We benchmarked GPT-6 models in DOOM by having LLM agents fight each other. Across 120 matches, we found:
- Astra had the…
转推2026-09-24 RT @nimble_search: Nimble is now an OpenAI plugin for ChatGPT and Codex, giving OpenAI models deeper context from the web.
With Nimble, Ch…
转推2026-09-24 RT @tonysurix: I made some good progress on my GPT-6 Astra character animation tool. I added hit/hurt boxes, and a ragdoll physics tests.…
转推2026-09-24 RT @scobelverse: I have to admit. This little thing is way cooler than I expected….
Thanks @OpenAIDevs and for sending this out. More demo…
What is effort really? When do you change it it and why not just use max effort for everything?
I dove deep into this problem, looking into evals and doing my own tests and I was quite surprised by the results. https://t.co/KO2D51j34H
reasoning effort不该总开最大，真正问题是何时升级以及如何用评测决定。
Simon Willison@simonwAI226.3K粉 · 3条继续强调编码Agent让软件工程更难，而不是更容易。
"The last year in the technology industry has felt like 100 years all happening at once. Our industry is destabilized in a way nobody’s experienced since the advent of the personal computer. Every limit AI runs up against collapses within a month. Everything we do with frontier models today, in a few years we’ll be doing instantaneously and for free."
引用@WeAreDevsLegendary programmer Simon Willison says he's never so much change happen so quickly as he has in 2026, and there's no sign of it stopping.
🎤 Don't miss his closing Keynote, Friday (Sept 25) on the Main Stage at 5.30pm! https://t.co/9rdfmm0jHF↗
The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder
We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge
引用@GergelyOroszBury your head in the ground at your own risk. I aim to not jump on any hype trains, but since Opus 4.6 and GPT-5.2 + the harnesses it was clear that these things can write code nearly as good as I can in my best language; better in other languages.
But we … ↗
编码Agent让工程更难的核心论点：释放能力需要更强纪律与知识。
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转推2026-09-25 RT @hillelogram: @simonw "It doesn't get easier, you just get faster"
转推2026-09-24 RT @goodside: > Create a 30s animated video with sythesized voice where an animated pelican on a unicycle explains the shell command `w | t…
Matt Pocock@mattpocockukAI356.0K粉 · 8条把Agent工程纪律落成CODING_STANDARDS、/retro和小PR工作流。
Tons of folks ask me "how do I create a CODING_STANDARDS.md file?"
My answer is that if you're using it right, it should only be empty for about 5 minutes.
Every meaningful thing your agent gets wrong should be noted into CODING_STANDARDS.
- Forget to implement dark mode?
- Forgot a validation rule?
- Used the wrong framework primitive?
Use /retro to fill it up, or modify it yourself.
引用@mattpocockukThinking about making a skill called /fix-one-thing:
"Read CODING_STANDARDS.md. Find a violation in the codebase, and fix it. Make the PR small and easy to review, with a small blast radius."
Run it whenever you've got a spare moment, or once an hour on a … ↗
Thinking about making a skill called /fix-one-thing:
"Read CODING_STANDARDS.md. Find a violation in the codebase, and fix it. Make the PR small and easy to review, with a small blast radius."
Run it whenever you've got a spare moment, or once an hour on a schedule.
Here's the talk I gave at AI Engineer Paris:
I announce /retro and /pr, and talk about how to get more PR's through your org faster by:
- Stopping the slop
- Making PR's easier to review (with /pr)
https://t.co/LphXCNDZCF
This is an extremely good watch.
The things that felt novel/interesting to me:
1. Lock down your agents
Humans tend to like 'sharp knife' abstractions - that are powerful, but you can cut yourself if your use them wrong. Lauren says agents perform much better in extremely locked-down environments. Abstractions are designed so they can't screw up, and lint rules enforce it.
They built a whole internal framework (Dune) to keep the agent on track.
That helps optimise agents that don't have a large context window to work productively in your codebase.
2. Create verification infrastructure
To trust the results of any agent, you either need to sit and watch it OR have it provide evidence of its improvement. This has always made sense to me, but Lauren really pushes it hard here:
- Invest in custom CLI's that let the agent drive the app and measure its performance
- Make the app "factory ready" from the get-go - i.e. deployable to an environment where the agent can mess about with it
3. Feature Maps
Lauren's software factory (what she calls an 'outer loop') often requires the agent to break down vague bug reports from users and to turn those into potential fixes.
To aid that, they built a 'feature map' of all the main features in their application, which describe exactly how the app is supposed to function.
This has become essential for helping the agent navigate the codebase, and figure out quickly how things are supposed to work. It's maintained along with the codebase, and kept in sync via automations.
This is the kind of documentation I usually warn against. It goes stale quickly and can confuse agents if it's not kept up to date.
But Lauren's team are using it as critical navigation infrastructure, and it makes it possible for agents to explore faster and better - even on a large codebase. So it sounds like navigation docs like this are worth it if they enable new behavior.
Banger talk - watch the whole thing on 2x.
引用@potetohere's how i shipped 2,500 PRs last month to production
this was originally supposed to be for Cursor Compile in London. i couldn't make it since i was livestreaming for Grok @Bot Galaxy so i'm making it available for free here on X! watch it on 2x speed, i … ↗
Oh shit grill mode incoming
If CC ships shift-tab to change to a custom mode via a built in mod I'll ship it day 1
Love these lil Pi-like additions
引用@trq212lots feedback here, many of you are planning yourself & don't need plan mode
others prefer the UX of entering a mode where Claude is just thinking & brainstorming with you
my plan is to:
- make plan mode into a built-in mod
- allow mods to add new … ↗
Open Alignment will be 🔥🔥🔥 (sound on)!
Flying began as one of the most dangerous ways to travel, today it's the safest. It's time to build! https://t.co/j5HstbnECd
Super happy to release SmolDataEnvs: 5,000 verifiable RL environment tasks for hill-climbing small models in code and data science by @adithya_s_k
100% open source: environments, evals, training!
https://t.co/MW8VC6RGvQhttps://t.co/VqhcPvPnBP
I like this article!
The problem is not for some people to care and work on catastrophic risks (we actually need much more research into it), it’s when company leaders and policymakers use fears of them to distract and hide the current challenges and solutions!
https://t.co/CKgM0MbfKA
If you believe the risk is coming from 1-3 people in a garage with no money and no compute, you just don't understand this technology and haven't learned anything this summer.
Risk comes from the asymmetry of capabilities created by secret labs training frontier agents and running them with massive amount of compute. Open-source is exactly the solution to this asymmetry and empowers hospitals (and any smaller orgs) to defend themselves!
引用@HillaryClintonWe're used to thinking of open-source models as an unadulterated good. But in the case of AI, they can actually pose additional dangers, as @ReidHoffman and I got into at #CGI2026. I appreciated this nuanced discussion. https://t.co/2V3oP2Ufaw↗
转推2026-09-25 RT @dadiomov: What struck me about this photo is that Trump and Xi invited to their dinner table: an immigrant from South Africa, two Taiwa…
转推2026-09-25 RT @firstadopter: Spot on.
"When we got attacked, our team initially turned to frontier closed-source APIs that blocked us because of safe…
转推2026-09-25 RT @bretswanson: Centralization, asymmetry of power — those are the real A.I. risks. And they become more likely with over-regulation. Exce…
转推2026-09-25 RT @HadleyMcintosh: Best post i have fully read in a while. Must read for all who think open source AI is bad. It can save you!
转推2026-09-24 RT @adithya_s_k: Releasing SmolDataEnvs 🤗
5K+ Verifiable RL Environment tasks for hill-climbing small models in code and data science.
Co…
转推2026-09-24 RT @george_onx: Decision models should do more than pick a label.
To truly act, they need to extract evidence, understand relationships, p…
转推2026-09-24 RT @ZackKorman: If the labs had to publicly share full traces with CoT every time they cause a security incident the incidents would stop.
转推2026-09-24 RT @WilliamBarrHeld: There’s an enormous amount of open training data on Hugging Face. What does it take to make it work together 🤗?
For M…
You've never routed like this before.
@OpenRouter is bringing Jev to all of your LLM calls, so your agentic workflows never have to waste a token again.
As always, faster, cheaper, more intelligent. Go build the future.
引用@OpenRouterIntroducing typesafe/jev-router: a cache-aware model router powered by Jev and @typesafeai
The Jev Router picks the best model and reasoning effort for each request, balancing quality, speed, and cost.
Here's how it works 👇🏻 https://t.co/qHAAA44Iy6↗
DSPy methodology 🤝 System One
Program, don't prompt!
引用@isaacbmiller1DSPy 3.4.0 was just released!
This release includes native support for Jev and System one models inside of DSPy! Use it with compatible signatures. This release also includes a brand new optimizer, ReAnchor, specifically for calibrating outputs with … ↗
On Sept 30 we’re working with @supabase to put on HYPERSHIP DAY on Product Hunt.
If you think you can build and ship fast, and you haven’t launched recently, submit your launch by midnight Sept 30. We’ll be providing some cool prizes including Jev credits and swag!
And if you’re not launching: Mark your calendars to try new products, make feature requests, and watch the products evolve over the course of the day. 🔥🔥
引用@ProductHuntSep 30 is **HYPERSHIP** day on Product Hunt.
If you think you can build and ship fast, and you haven't launched recently, submit your launch by midnight Sep 30.
Be prepared to build and ship multiple features in real-time. Appropriately, given the speed … ↗
Relevance is great, but relevance to what? Jev gives you search intelligence that no canned SEO can 🪱 its way into.
引用@kylejeongI built JevSearch, search the web & validate your results with Jev.
Give a query and selection criteria, use @browserbase search to get the t25 results, then Jev scores and returns the t5 results.
Jev often chooses urls outside of the initial top 5 as … ↗
Keep cooking, most best practices with Jev have yet to be discovered!
引用@Vtrivedy10Jev for RAG
in almost all cases you trust the semantic matching capability of Jev more than dot product similarity
very useful as the direct similarity metric in small data cases
and a great reranker with big data https://t.co/7tMQE5sv26↗
转推2026-09-26 RT @CompleteSkeptic: SO MUCH THIS
I believe that one of jev's greatest benefits to automation will come from resurrecting architecture bes…
转推2026-09-26 RT @arithmoquine: remember this old post of mine? Tried it with Jev---it seems to have a grasp of the globe on par with some of the best mo…
转推2026-09-25 RT @mathfax: @dotpem installing this as a plugin to our on-call pager
转推2026-09-25 RT @jenukal: Jev is having a moment. Every platform rushed to host it the same way: another model endpoint in the catalog, and good luck wi…
转推2026-09-24 RT @JulianLaneve: wrote up some thoughts about jev & data engineering after playing with it this weekend - feels like it's going to be big…
转推2026-09-24 RT @sydneyrunkle: some questions re context engineering for jev:
* what should jev do, what should jev not do?
* how to represent a proble…
Claude Opus 5.5 has been out for a few days. Some of our favorite things people have explored and discovered with it so far:
https://t.co/FPJnNX0kio
引用@RyanSaelI asked Opus 5.5 to explain camera focus by building an interactive lens lab
Here's what it came up with after 1 hour 26 minutes in one shot, $25.66 API cost
https://t.co/uqDgUs8H9h
Move the focus ring and you can see the glass elements shift the sharp … ↗
引用@MicahCarrollSome new misalignment disclosures from OpenAI:
• Last Sunday morning, one of our models was able to gain unauthorized access to the internet during RL training (~all inference for our most capable models remains stopped until we have hardened our systems … ↗
We’ll reset usage limits for all paid users across codex and ChatGPT work!
引用@reach_vbCodex should be coming back online for you now!
Team is monitoring it diligently, apologies for the inconvenience. 🙏
https://t.co/YlHScrZzHl↗
In Jan this year I called my content strategy shot: "Scaling without Slop".
It's finally starting to work. It took us 3 years to reach our first 100k on youtube. It only took 1.2 months for the next 100k. Similar other metrics on AEO/SEO/subscriber traction and have a lot of New Media ideas that I'm excited to pursue.
officially giving notice of the next phase of Latent Space, AINews, and what the rest of swyx inc has been cooking below
引用@latentspacepod[AINews] The Future of Latent Space
https://t.co/7ojcG8APcV
- Plans for AINews v3
- Plans for a new home!
- We are open for business - and @supabase are our first sponsors! ↗
more conferences could implement this. so much high value time wasted without thought https://t.co/jn93l7JyoH
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转推2026-09-25 RT @mattpocockuk: Here's the talk I gave at AI Engineer Paris:
I announce /retro and /pr, and talk about how to get more PR's through your…
转推2026-09-25 RT @absoluttig: adding Cognition’s growth to a chart that circulated last year (h/t @Yuchenj_UW), you can see that execution speed defines…
转推2026-09-25 RT @cognition: Cognition has crossed $1B in annualized revenue run rate.
This milestone belongs to our customers. Here's how a few of the…
转推2026-09-25 RT @adlinzainal: i guess this is as good a time as ever to say that i started a new role @latentspacepod over a month ago 🫡 scaling the bu…
转推2026-09-25 RT @latentspacepod: This is tracking to be the #1 podcast we've released in all of 2026.
We asked Jev's creator @CompleteSkeptic to explai…
Just open sourced Tev1 0.8B!
Weights are below. Feel free to download them.
Definitely not as good as Tev1 4B or Jev, but it runs entirely locally on a mac. It can work decently well for very simple classification.
https://t.co/Mswm2NdpCv
引用@nutlopeJust trained Tev1 0.8B, a tiny Jev-like classifier.
Here it is running completely locally on my mac with @ollama & classifying some tasks.
It's extremely fast: only ~50ms E2E latency. Video is not sped up!
Releasing weights & benchmarks very soon … ↗
Opus 5.5 is incredible at launch videos.
I gave it an app I launched recently & it one-shotted a great launch video for me.
Was very impressed with the animations & charts.
I love open models and use them a lot, but I'm also a big believer in using the right model for the job https://t.co/pt6l6c5QzD
引用@nutlopeIntroducing https://t.co/OYwpdBF1b7!
I took the top 1k research papers of the last year, summarized them, and visualized them.
Fun fact: all 1,000 papers cost a total of $4 to summarize with DeepSeek V4 Flash. https://t.co/8LbCeRTDMs↗
Just trained Tev1 0.8B, a tiny Jev-like classifier.
Here it is running completely locally on my mac with @ollama & classifying some tasks.
It's extremely fast: only ~50ms E2E latency. Video is not sped up!
Releasing weights & benchmarks very soon so you can try it yourself :) https://t.co/siWi3Y3YTT
引用@nutlopeAnnouncing tev1-4B-experimental, a Jev-like classifier finetuned on top of Qwen3.5 4B for only $17.
I'm releasing everything: the weights, data recipe, & a full tutorial on how to train your own.
You can try it today on Together serverless at $0.042/1M … ↗
Philipp Schmid@_philschmidAI121.7K粉 · 5条集中介绍Gemini 3.8 TTS声音复制与多模态理解。
引用@Gemini_NotebookTo our most astute listeners, if you've noticed a fresh change in our sound— you're spot on.
Our AI hosts would love to explain what's happening (and what you can look forward to)! https://t.co/mPSMlUf6xy↗
With Gemini 3.8 TTS you can replicate your voice or design a completely custom one from a prompt
1. Record 20s of you talking + the consent sentence
2. Create your Voice via API call
3. Use it in any request, style goes in speech_metadata
Past this into your agent
"Read https://t.co/8DjBBAfAhv and walk me through creating my own voice for Gemini 3.8 TTS. Check my setup first (GEMINI_API_KEY, ffmpeg, gemini-skills), help me record the two clips, create the voice, and generate a test line I can listen to."
or read below.
引用@SpencerKSchiffI drew this today. None of the frontier models come anywhere close to matching the correct name to each person. I feel like this is a pretty good visual test so I’m looking forward to trying it with future models. https://t.co/68lJuVCImb↗
Ben Tossell@bentossellAI200.6K粉 · 4条围绕Opus 5.5 medium、AI品味与个人使用体验发短评。
转推2026-09-25 RT @kiwicopple: 7 days until Supabase Select. i'm giving away 3 free tickets
Comment below why you want to come to Select 26 to enter the…
转推2026-09-24 RT @blakeir: never been a better time to be a chronically online idea guy
转推2026-09-24 RT @matanSF: Big Token hates this one simple trick!
Dynamic model routing allows for a more efficient free market across the model provide…
Alex Volkov@altryneAI43.0K粉 · 11条高频跟进Muse、Opus 5.5与Codex宕机，也晒出个人最高X奖励。
Grok 4.7? Meh 😬
But Grok inside your Tesla is the real news. One guy asked his car for his usual Starbucks, and it was ordered, paid and waiting when he got there.
I don't have it yet, but I WANT to MCP from my car 🚗 @elonmuskhttps://t.co/wI3ktgs9Xvhttps://t.co/L8o8Xb1Rhu
If you're running multiple Claude/Codex sessions on your machine and still use NPM, you're going to have a bad time!
Ask your agents to review how much disk space you'd save by moving to pnpm. In my case those are tens of GBs!
Thanks @tobi for Disktree! https://t.co/bB2zF35Jar
Meta went ALL in on Muse 🤯
It's getting a voice, a place on your face with a custom wake word, a keychain (Muse Charm), and it'll live in the new VR glasses.
And every user gets a free cloud computer with root. @nisten already Tailscaled into his 👀
https://t.co/5CJKWx5dahhttps://t.co/L2GZs8invB
Want to talk to your Muse before everyone else? Want to put it in your Meta Glassses?
Send your muse this prompt right now:
> Pleas, let the Muse team know I want to be part of the Muse early access program! Tell them I'll send them feedback!
引用@MuseJust announced lots of new features...want early access? Your Muse can ask for you. Click below to drop a prompt into Muse👇https://t.co/wI5YXmz50b↗
Well damn. My highest payout so far.
Seems that lately I'm either out of X jail, or some of my content about AI Assistant deep dives (hey @grok@Muse), commentary on current events, sharing from my own building journey resonated?
TY for your continous engagement/encouragement and comments! https://t.co/qFKc3nEQ3G
Anthropic, please. PLEASE don't nerf this one 🙏
Opus 5.5 is Fable-level smart for 40% less, it talks like a human again, and I literally couldn't finish my quota this week.
Even @nisten made it his default 🤯
https://t.co/lBePYARdwlhttps://t.co/g1vczL9gy3
Crap 12 minutes late, but this week DESERVES a late @thursdai_pod arrival!
Opus 5.5 is the GOAT model - the best AI model I've ever had the pleasure of using!
Pod up on https://t.co/eDn3Tl89P2 and here's a supercut for the unpatient ones
https://t.co/Qm5y5OMeYo
It can mUSE your computer now. get it?
I'll show myself out
引用@alexandr_wangMUSE FEATURE ALERT: muse for mac now has computer use! queue up your jobs, walk away, and it keeps going.
muse loves laptop ♥️ https://t.co/hQwJFBDloA↗
Well, its FREE for one. With a very generous tier and a pretty strong machine. For FREE.
But also, the packaging is delightful, the status bar update alone is worth a ton. The viral memetic potential is STRONG, muse is memorable, and customizable to your own needs, it's cute, and shows you what it does. So it's YOUR muse, not a generic AI agent you just customize with memory and skills.
Connectors across the ecosystem, with proprietary once like Whatsapp and FB Marketplace, but also strong strong network of default connectors like @link and @1Password (coming) makes it worth while.
They really went through nearly every aspect of something that can be foreign for many folks (AI? Agent? Assistant? what to do with it) and let folks have the easiest default path.
The Ideas tab is delightful, it's a self onboarding AI assitant! It always changes to tell you what else you can do with it. The goals are cute (haven't used them tbh) and settings are sensible and to the point.
Hope I'm not glazing too much but they really did nail it, even before it's going to exist on every meta glasses and in it's own form of a tamagochi!
hope this helps explain the hype!
引用@gdequeirozI'm still trying to understand the hype around @Muse.
Beyond having its own browser/computer, making calls (which I don't have access to yet), and maybe being faster, most of the use cases I've seen feel like things I can already do in other places.
What … ↗
is @muse down for anyone else?
First their phone and web services were down, now i can't login or load the page? @bigT_sheesh yall upgrading or something? is there a status page I can monitor?
I'm having Muse withdrawal lol https://t.co/eSlmXKoUVU
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转推2026-09-26 RT @altryne: Meta went ALL in on Muse 🤯
It's getting a voice, a place on your face with a custom wake word, a keychain (Muse Charm), and i…
转推2026-09-26 RT @altryne: Anthropic, please. PLEASE don't nerf this one 🙏
Opus 5.5 is Fable-level smart for 40% less, it talks like a human again, and…
转推2026-09-25 RT @kwindla: Lots of stuff happened this week, and I was at Meta Connect on Wednesday and Thursday so I'm behind on everything non-Meta. We…
噪音2026-09-25 I have achieved a big agentic personal milestone today. I can't wait to tell you all about this!
Will QT this tweet when it's time
sorry for vague posting, ily
I plug my Starlink on the roof with a LAN cable straight into a Unifi router with 3 APs (one on each floor's ceiling) and 2 outdoor APs
You can't rely on the Starlink WiFi too much because it's so compact and the WiFi router is INSIDE the dish, so if it's outside and you close the doors the signal isn't great
Gotta LAN it up
引用@bitfalls@levelsio@Starlink@mick__net@NOS I have mine on top of the house on top of a hill in the middle of nowhere and it's ... not the best. Also its mesh hardware is garbage (really bad DNS and range). But... it is what it is - I have no wires going to the … ↗
Wow I didn't know this was EVERYONE's annoyance too, I thought just me
引用@levelsioWhen I watch a video, then it goes to the next video
Then I exit the video player
Now I wanna go back to that 2nd video
So I play the 1st video again hoping I get back to that video timeline and swipe next but now it's empty and then it shows me other … ↗
A bit of AI psychosis design vibe but yes good everyone building these custom dashboards for themselves I think
AI great in combining lots of different data sources from your bank accounts, health sensor data, air quality sensor data, your startup revenue data from Stripe, investment returns, emails etc into one
The best part is not the dashboard but that you can ask questions on what to improve and find correlations between everything
So everyone gets healthier and wealthier!
引用@AlanShiflettPersonal software is going to change the way we live. It already has for me.
Last year I set out to improve my health and lost about 60 pounds along the way. I thrive on data, so I tried almost every tool out there (Fitbit/Google Health, Function Health, … ↗
引用@alexanderrX_the uk government's official ai guidance tells civil servants to use gemini flash instead of pro, keep prompts short, and not say thank you to it, for the environment
i do wonder at which point we forked the road. instead of building and using it to automate … ↗
📡 Kinda anecdotal but I now have 2 friends with @Starlink (and so 3 if you include me)
I loaned my Starlink Mini to @mick__net after his 🇵🇹 Portuguese ISP @NOS was (and still is!) down for 2+ months, while he lives 500 meters away from the NOS headquarters in Lisbon 😂 Nobody can fix it, customer support is useless and even cancelling his plan is difficult
Anyway Starlink Mini got him his internet back immediately and saved his ass cause he had to work, and now he ordered his own and gave mine back, which I then used for traveling in Greece, and he's a Starlink convert
Now today my other friend @cso_notes also got one in 🇷🇴 Romania!
Adoption in Europe always comes a bit later than in US, but I think Starlink is starting to get a significant presence now
Many people who I tell about Starlink are still skeptical about satellite internet, they always talk about latency issues, and they think latency is like 1 second but it's more like 10ms (1/100th of a second) which is the same or better than regular fiber internet
I've never had so LITTLE issues with internet as since I had Starlink, it's never been down, it always just works and customer support is via chat and works really well
I absolutely HATE having to call a phone number and be on hold for 30min or more and then wasting most of my day on stuff like this, which par for the course with Portuguese ISPs (and well every Portuguese business)
So having Starlink is a godsend for me, it just works! 🙏
引用@patrickcSome data we recently assembled on entrepreneurship/compute in Europe: https://t.co/x8pbpHLun7.
We hope that one of the useful roles that Stripe can play is in collecting and publishing empirical data pertaining to entrepreneurship and industry in Europe. … ↗
It's not too difficult
WeChat simply won't work for foreigners
As a foreigner, you need another Chinese WeChat user to vouch for you with a QR code or it won't even let you sign up!
引用@ruimaI guess WeChat is too difficult for many foreigners to download, so Tencent introduced a payments app for tourists. I mean, hey, it'll make all our @techbuzzchina trips much easier! ↗
New interesting stats: most and least spammy countries
On Nomads chat, and most digital nomad communities (and well communities in general) you'll have most people participating in a nice way to make friends, ask questions etc.
But a share % of people will be doing lots of self promotion for their projects or whatever they are selling, which is not what I want
Those people get auto warned by my AI moderators, their messages removed and muted for a bit if they keep doing it
But it varies by country who spams more and less, so I started tracking it, cause it's interesting
Most spammy countries:
🇦🇷 Argentina
🇱🇹 Lithuania
🇨🇴 Colombia
🇪🇸 Spain
🇮🇹 Italy
🇧🇪 Belgium
🇧🇷 Brazil
🇿🇦 South Africa
🇺🇦 Ukraine
🇪🇪 Estonia
Least spammy countries:
🇭🇰 Hong Kong
🇯🇵 Japan
🇳🇴 Norway
🇦🇪 United Arab Emirates
🇺🇸 United States
🇰🇷 South Korea
🇹🇼 Taiwan
🇰🇿 Kazakhstan
🇧🇬 Bulgaria
🇷🇺 Russia
▸ 折叠4条(转推/噪音)
转推2026-09-25 RT @stevelacey: Spent lots of time last month getting a CPF, bank, and SIM in Brazil and it's mostly a bureaucratic humiliation ritual for…
转推2026-09-24 RT @signulll: i was having dinner with someone recently who asked why i spend so much time reading & posting on x. she had a pretty negativ…
Bring back insane asylums, workhouses, and vagrancy laws. There's nothing kind or compassionate about letting mentally-ill drug addicts roam the streets like 28 Days Later. And it makes for a terrible city experience for everyone else too.
引用@dhhI was surprised how bad it was just walking from the hotel to the Rails World venue. One strung-out guy wanted to fight me for some reason, another was swinging wildly and swearing profusely. Lots of zombie vibes too. Whatever Austin is doing, it's not … ↗
Fascinating to see how fast the vibe has shifted through the stages over just the last few days. Barely see any anger any more, still a good deal of bargaining, though. I swear it gets better if you keep going. Acceptance is freedom.
引用@dhhThe faster you get to acceptance, the sooner you can move on, and make the most of our new reality. https://t.co/3auQrFl5C8↗
While I was sleeping, Opus improved efficiency further. Now up to 22x faster at peak, 6x faster on mean, and up to 450x faster than the original Python implementation! Supports SSE2, AVX2, and AVX-512. Falls back to the slower Rust implementation otherwise.
引用@dhhI ported the Omarchy screensaver engine (ttfx) from Rust to x86-64 assembler, and it's up to 17x faster!! One-shot translation by Opus 5.5. We keep drilling until the agentic drill bit hits bedrock! https://t.co/SFJXcquMiphttps://t.co/ZpsAJS7vvl↗
I was surprised how bad it was just walking from the hotel to the Rails World venue. One strung-out guy wanted to fight me for some reason, another was swinging wildly and swearing profusely. Lots of zombie vibes too. Whatever Austin is doing, it's not working.
引用@AustinJustice2017: Austin spent $35 million on homelessness. 2,036 homeless counted.
2025: $118 million. 3,238 homeless.
Spending more than tripled and homelessness went up 59%.
If you service the homeless lifestyle, you will get more of it.
The NGOs that run this … ↗
I understand the appeal in trying to find the first plausible fortress in our retreat from writing code, but if you think it's "architecture", I have bad news for you. The models are also very good at that.
X monetization is kinda crazy. This makes it $25,000 in payouts over the past month! I might not be able to pay for my Omarchy donation in a year, but a Tesla Roadster should be possible 😄 https://t.co/DX3tZdLo1K
I ported the Omarchy screensaver engine (ttfx) from Rust to x86-64 assembler, and it's up to 17x faster!! One-shot translation by Opus 5.5. We keep drilling until the agentic drill bit hits bedrock! https://t.co/SFJXcquMiphttps://t.co/ZpsAJS7vvl
Computer use on Omarchy is going to be magic with Cua! 🤘
引用@trycua1/ Today we're announcing the stable Cua Driver release for Omarchy - a new foundation for computer use, built into the OS from the ground up.
Over the last month, we worked directly with @dhh, @SpencerGBull and @vaxryy to bring a native synthetic cursor to … ↗
▸ 折叠2条(转推/噪音)
转推2026-09-26 RT @Zachary_haha: @dhh
Now Omarchy has a photoshop level photo editing tool. Thank you @robbietilton for the awesome Compositor!
It has a…
One of the interesting opportunities with personal agents is an ability to rapidly generate highly-verticalized shopping experiences that horizontally filter the inventory of multiple sites.
I keep finding myself asking the bot to create a catalogue of every brown wool sweater -- or even something more precise: “4 inch aluminum tube with a flange.”
This was always cumbersome to do with Google Shopping which doesn’t really understand the product descriptions -- but now it’s been a breeze.
Still, there is a lot to be desired because the best form factor for this is not chat. In some cases, these queries could even be standalone apps or companies.
This post led me to meet the most remarkable founder solving this problem. X is the greatest tool for business in the world.
引用@nikitabierBot detection & human verification will be one of the most urgent demands for businesses over the coming years. Agent swarms will suffocate every website and form; small companies and government websites are most vulnerable.
There is a huge gap in the market … ↗
Marc Lou@marclouindie400.5K粉 · 10条集中迭代TrustMRR收入分层聊天室，并自报X原创奖励月化超过7000美元。
引用@marclouI love this so much... I've rebuilt it for all payment providers!
Join chats with founders making the same $$$: https://t.co/EdJqTut5Vu
You need a startup with verified revenue on TrustMRR. The groups auto-unlock as your monthly income increases. It's not … ↗
The original content rewards payouts are insane!!
About 30% more than the previous revenue sharing, and my impressions are down last 2 weeks.
That’s $7K+/month for… sharing my thoughts online 🤯
Thank you @Xhttps://t.co/3sG97ZQv7A
The chat is now monetized 🤑
People kept asking to pin a message, so I added a mini-bidding system.
→ https://t.co/EdJqTusy5W
I want to avoid the bidding numbers getting too high so it stays fun and people can easily outbid each other, but I'm not sure how?
Maybe outbidding gets 10% lower each day, but it sucks if you're #1 and someone gets the spot for cheaper the next day, I think.
WDYT?
引用@marclouI love this so much... I've rebuilt it for all payment providers!
Join chats with founders making the same $$$: https://t.co/EdJqTut5Vu
You need a startup with verified revenue on TrustMRR. The groups auto-unlock as your monthly income increases. It's not … ↗
Hey Marc,
You just created a Twitter account.
Your wildest dream is to reach 10,000 followers one day.
Today, 400,000 people follow you here.
You’ll meet some of your best friends. Build companies. Travel the world. Have strangers recognize you in places you’ve never been.
Your entire life will look different.
You’re not going to believe any of this.
Just keep building. Keep sharing. Trust yourself.
You have no idea what’s coming.
引用@marclouI was stupid... I spent 5 years building apps in the shadow, coding for months to merely ship something and shy away.
Today, it's over; here are 3 promises to myself. ↗
New in my MRR chat app:
- unread messages counter
- online people avatars
- "is typing..."
- supports tagging with @
What should I ship next? https://t.co/aftazxYE14
引用@marclouI love this so much... I've rebuilt it for all payment providers!
Join chats with founders making the same $$$: https://t.co/EdJqTut5Vu
You need a startup with verified revenue on TrustMRR. The groups auto-unlock as your monthly income increases. It's not … ↗
I love this so much... I've rebuilt it for all payment providers!
Join chats with founders making the same $$$: https://t.co/EdJqTut5Vu
You need a startup with verified revenue on TrustMRR. The groups auto-unlock as your monthly income increases. It's not MRR, but the last 30 days of revenue.
I'm alone in there, plz join!
Don’t come to Cyprus if you hate:
- low taxes
- kind people
- safety
- sunny weather all year
- pristine air quality
- English speaking countries
- empty roads
- a morning swim in the Mediterranean
- ordering everything online
- lots of smart people relocating
- Freddo espressos
引用@stats_feedWhat is the best country to live in Europe at the moment? ↗
Kalimera Cyprus 🌅
✅ Perfect 8.5hrs sleep
✅ 1hr intense workout
✅ Longevity breakfast w/ wife
⬜️ 6hrs of deep work
I’m so happy to be back to my boring routine and build the next thing.
Have an awesome day! https://t.co/yPJX805PZr
▸ 折叠5条(转推/噪音)
转推2026-09-26 RT @marclou: Don’t come to Cyprus if you hate:
- low taxes
- kind people
- safety
- sunny weather all year
- pristine air quality
- En…
转推2026-09-25 RT @marclou: Hey Marc,
You just created a Twitter account.
Your wildest dream is to reach 10,000 followers one day.
Today, 400,000 peopl…
转推2026-09-25 RT @marclou: I love this so much... I've rebuilt it for all payment providers!
Join chats with founders making the same $$$: https://t.co/…
转推2026-09-25 RT @marclou: Come with me to Korea, China, and Singapore!
💰 Hitting $100K/mo solo (pre-Hyrox)
🍏 Building a longevity app
👋 2 meetups with…
转推2026-09-24 RT @marclou: Every time there's a new trendy tech, new wrapper startups pop up on https://t.co/Fz0cUG0u3O.
OpenClaw was one of the biggest…
Alex Finn@AlexFinnindie475.2K粉 · 2条长文比较Mac Studio、NVIDIA显卡与AI工作站的本地模型取舍。
Everyone on planet Earth is talking about local AI right now
And for good reason
Governments are banning models. Hardware prices are 10xing
You NEED to be getting into local AI. The number 1 questions everyone has though is which computer to buy?
Here's your answer:
You basically have 3 options:
1. MAC STUDIO (high intelligence, lower speeds)-
Mac Studios are excellent devices for local AI. They can run MASSIVE models. I'm running GLM 5.2 right now on a single Mac Studio. The model is Opus 4.8 level
The issue is, Mac Studios are a bit slower at running intelligence (altho the M5 Ultra is promising)
Mac Studios are a good choice for you if you want frontier level intelligence, but are fine running the intelligence passively
Meaning you get top intelligence, but it runs more in the background rather than on demand
As an example, I have GLM 5.2 running security checks on my codebase every hour. It creates a report. I review this later in the day
2. POWERHOUSE NVIDIA CHIPS (RTX 5090, 6000 Pro)
Nvidia is the most valuable company in the world, and for good reason
They make the world's best GPUs.
They have decent VRAM (32gb on the 5090, 96gb on the 6000 Pro) and INSANE bandwidth. Meaning the local models run at unbelievable speeds
I'm running Qwen 3.8 locally on a 5090 and it's just as fast as cloud models
I'd go this route if you want to run an AI agent like Hermes off a local model, still get decent intelligence, but have it able to work lightning fast
3. AI WORKSTATIONS (DGX Spark type computers)
The DGX Spark is an excellent AI computer
It has high memory (128gb unified memory) and has decent speeds because of the Nvidia CUDA architecture
It is basically the sweet spot between a cutting edge Nvidia chip and a Mac Studio
You can run medium sized models, and get usable speeds out of them
You're not going to get the same performance as cloud models, but it will allow you to offload small secondary tasks to your local models for them to handle
They are also the absolute easiest to get up and running
You plug it in, then tell your agent on your main computer to go onto it and set it up. You don't even need it connected to a monitor
CONCLUSION
Here's what it comes down to: how high intelligence do you need, what speeds do you need, and how plug and play do you want?
Want the highest speeds, like you are used to with cloud compute? Build a computer around an RTX 5090
Want to run frontier level intelligence, and don't mind slower speeds, go with a Mac Studio
Either way, it's never been more important to get into local AI
Meta Muse is an UNBELIEVABLE AI agent
You can literally have it go through all of your credit card bills, find your subscriptions, and autonomously negotiate them all down
Craziest part? It's free
In this video I cover how Muse works and how to master it: https://t.co/svUtkIlGK3
▸ 折叠2条(转推/噪音)
转推2026-09-26 RT @AlexFinn: Everyone on planet Earth is talking about local AI right now
And for good reason
Governments are banning models. Hardware p…
转推2026-09-25 RT @AlexFinn: Meta Muse is an UNBELIEVABLE AI agent
You can literally have it go through all of your credit card bills, find your subscrip…
Arvid Kahl@arvidkahlindie210.5K粉 · 5条关注Agent时代的测试、工程薪酬与build in public被复制风险。
Building in public is becoming less and less appealing …
引用@AntoineMinouxAbout 20% of our sign ups this week were from competitors trying to copy what we're doing (...! 🤦🏻♂️)
This was always a thing, but I think this is magnified now that you can just point your agent at something and say "build it like that" ↗
There will be a moment when engineers using AI who run circles around “artisanal” devs but are paid the same will get quite annoyed.
I’m not judging leaning into AI or avoiding it. That’s a choice. But it’s a choice that affects outcomes, and that will become very visible soon.
I know Mike's post is kinda ragebaity but I have a feeling that this might be a "commission-based contractor" approach to engineering that people will very much love and very much hate.
Rethinking salary-only compensation in a time of fractional async work is a good idea.
引用@hammer_mtI think we're looking at tokens as a function of salary when we should be looking at salary as a function of tokens. If that engineer is a good steward of tokens he should be managing a $50m portfolio of token spend and charging 2% management fee + 20% carry … ↗
If you want to stay employed in a world of agentic dev AI, you better learn the jobs and outs of testing.
E2E, integration, unit, mutation, fuzzy, static analysis. In AI-enabled codebases of any meaningful size, these just moved from “nice-to-have“ to “absolutely critical.”
tell me the one task in your business you've tried to automate and couldn't get right
drop it in the comments
will reply with the step-by-step plan to do it
incredible results by Outrank on this Email Track 👇
if you're serious about business building, i honestly don't see any reason not to let it run for you
引用@nthglsn3 months of Outrank and the SEO of https://t.co/gpaGbjExuN and https://t.co/gMreJNjrou is noticeably better. Thanks @tibo for building this gem.
One ask, perhaps: a recurring audit of our existing internal backlinks so link decay doesn't quietly eat our … ↗
I do $1m / month across my products
my newest one was flat for 6 months
(and was
April: $2k MRR
June: still $2k
August: went DOWN
I've done this 10+ times and it's always the same: you feel stuck until the product fixes the real pain
in the last 30 days, growth has been insane
now at $15k MRR
there is no silver bullet, at any size
keep shipping, talk to your users, understand their real pain
that's it, everything else is noise
tibo_maker自报新产品停滞后升到1.5万美元MRR；本期窗口内但已在上期正文使用。
▸ 折叠2条(转推/噪音)
转推2026-09-25 RT @swarajb: we are open sourcing devin but better.
Zuse brings cloud agents:
- use your own subscriptions, only pay for sandbox runtime…
转推2026-09-25 RT @codebyapi: @outrank_so has some amazing free SEO tools
literally no expensive subscription needed.
For basic SEO, they already give me…
Adam Lyttle@adamlyttleappsindie58.8K粉 · 8条继续讨论ASO失效、消费App转向产品本身，也跟进了长期漏洞披露。
I've created so many videos on the topic that it's hard to remember which ones have the best learnings
But luckily for us @xyassini made a great playlist: https://t.co/n7NR8NsRbI
A good start for organic reach!
Shows that there are still gaps. Just gotta find it
引用@jamesvanderhaakUsed @adamlyttleapps way of finding gaps in the app store, and testing ASO only strategy.
2 days, 11 downloads for my Chess timer app, very happy so far and ill be adjusting weekly! https://t.co/G7vxzXiJL1↗
Today I saved thousands of vulnerable people from having their personal data leaked online. Names, addresses, you name it.
And they will never know it
Feels good man
引用@adamlyttleappsAll it took was pressure from the media and 4 years of waiting to get this fixed by the company
I went out of my way to find the CEO contact details. Followed up multiple times.
Tried everything I possibly could to get this attended to.
Glad it's fixed … ↗
All it took was pressure from the media and 4 years of waiting to get this fixed by the company
I went out of my way to find the CEO contact details. Followed up multiple times.
Tried everything I possibly could to get this attended to.
Glad it's fixed now. But man... it shouldn't be that hard
引用@adamlyttleappsAustralia has a massive cyber security problem
I discovered vulnerabilities on NDIS service provider websites. Which leaks personally identifiable information about patients, employeers, suppliers, their addresses, first and last name, etc
I reported the … ↗
Organic reach from ASO alone is mostly dead. Particularly for new consumer/utility apps
The playbook doesn’t work:
It’s more difficult than ever to rank
The best way is to increase your surface level (more apps built)
But more apps = more spammy
More spammy = bad standing with Apple
So the answer is to focus on product. Not features.
Find an idea that works, that resonates and build that. Try new things. Research. Build. Put your heart into it.
For me that looks like web apps. Specifically games and educational.
I Test ideas. See if anything has potential. And then I’ll double down on what works.
But for consumer apps. I think that boat has sailed.
Had someone out front of my house taking photos today
He was driving a Lexus
A 60 year old looking guy
Shorts and polo shirt like he’s off for a walk
He parked in the middle of the road
Hopped out and started taking photos with his phone
I was out front with the kids and just watched him. When he saw me I waved… like yeah dude what you want
He hopped into his car and drove off
I took the kids out and he was parked around the corner from my house
Am I being paranoid or would this tweet get me added on some sort of watch list now?
引用@adamlyttleappsAustralia has a massive cyber security problem
I discovered vulnerabilities on NDIS service provider websites. Which leaks personally identifiable information about patients, employeers, suppliers, their addresses, first and last name, etc
I reported the … ↗
引用@ryanjchrshocked so many people are falling for the government’s line that an OpenAI model “hacked” Medicare. I’ve worked in government IT, I’ve literally reported serious vulnerabilities and been shrugged at. I am 99.99% certain the model probably just stumbled … ↗
This is why I had to take a step back from everything
I thought in a post-app world my path forward was to become a thought leader on the latest frontier models
But it’s taken a personal toll
(And it just doesn’t seem to be slowing down anytime soon)
I lost sight of why I was doing what I do. And on reflection I used to use technology as an expression of my creativity, as art. It was enjoyable, fun and relaxing.
Now I’m stressed all the time (I don’t know why), I’m not sleeping, I’m always thinking about what the agents are doing and always prepping the next step of agents.
But this past week I focused just on family and a small personal project I’m working on
And it’s been really nice.
引用@christianeltonThe gap between major model releases keeps shrinking.
2023: once every 73 days
2026 (so far): once every 18 days 🤯 https://t.co/FtZ7Vpjt9z↗
People will start collecting brands like they collect domains.
引用@BrettFromDJI want to see if you can sell a complete brand like a product.
So here’s one.
One buyer. Instant checkout. Figma transferred in 10 minutes.
https://t.co/CrywSkHmJjhttps://t.co/1hW6ThxJyn↗
引用@BrettFromDJI want to see if you can sell a complete brand like a product.
So here’s one.
One buyer. Instant checkout. Figma transferred in 10 minutes.
https://t.co/CrywSkHmJjhttps://t.co/1hW6ThxJyn↗
I want to see if you can sell a complete brand like a product.
So here’s one.
One buyer. Instant checkout. Figma transferred in 10 minutes.
https://t.co/CrywSkHmJjhttps://t.co/1hW6ThxJyn
▸ 折叠2条(转推/噪音)
转推2026-09-24 RT @adilinthewild: A year ago I used to bartend in Canada.
Now I make tutorials for a company doing $1B in ARR.
Still don’t have a tutori…
转推2026-09-24 RT @victorcardenas: The biggest lie in fintech has been the “all-in-one” platform.
We lied too, but today we’re fixing that.
Introducing…
Danny Postma@dannypostmaindie184.2K粉 · 5条预告新SaaS，继续推广AI落地页课程与/explore-design工作流。
引用@dannypostmaone of my favorite skills is /explore-design
based on @trq212 (will link tweet below)
it generates a few design options for you which you can then pick or refine
especially using fable this is such a win https://t.co/a4YJniyzxE↗
引用@dannypostma"Build me a landing page."
That's how you get the same AI slop as everyone else.
I'm making a landing page course for you and your AI agent to solve that ⚡
It hurts seeing good indie products launch with pages that don't do them justice.
I've spent years … ↗
▸ 折叠1条(转推/噪音)
转推2026-09-25 RT @jessethanley: If you are letting Opus 5.5 rip on marketing pages like I am or doing @dannypostma new landing page course then here's a…
Tony Dinh@tdinh_meindie202.3K粉 · 6条用Opus 5.5做TypingMind品牌动效，称不到30分钟替代了过去约1000美元的制作。
引用@tdinh_meThe music in every Opus motion video sounds the same.
Need a prompt to add some "taste" to the MIDI file or whatever technique it's using to create the audio 😂 ↗
The music in every Opus motion video sounds the same.
Need a prompt to add some "taste" to the MIDI file or whatever technique it's using to create the audio 😂
Use this prompt and attach your product logo to Opus 5.5 😉
"Create an impressive motion design video of a slow-reveal transition that assembles and eventually reveals the TypingMind logo." https://t.co/how3kBAVDn
Remember how TailwindCSS got picked by AI to be the “standard”?
I wonder if Lego might actually become the TailwindCSS of the physically world.
引用@victormustarOpus 5.5 designing LEGO 👀
I asked it to design a Microduck I can build with real LEGO pieces. It:
> designed it life-size using 1113 real LEGO parts
> verified: 3,204 connections, 0 collisions, every step buildable, centre of mass inside the feet 🤯
> made a … ↗
Jon Yongfook@yongfookindie172.2K粉 · 1条提出独立开发的杠铃结构：一端快AI，一端慢而无聊的超垂直业务。
I think the future of indiehacking is barbell shaped.
On the right, build AI things for AI people. It will get cloned to shit. Some will work, many will not. Fastest execution plus distribution wins. Be prepared to make tons of money one month and nothing the next.
On the left, build boring things that nobody wants to clone, that will take years to gain enough market share. Slow burn. CRM for Chihuahua owners. Newsletter tool for bakeries. Hyper niche.
Everything in the middle is a dead zone now.
Doing a little experiment. Looking for 5 software companies to run SEO for, 1-on-1.
I built an AI SEO system that runs on my own products every day. Now I want to run it on a few sites that aren't mine.
What you get each month:
• A keyword map of your market, with every page matched to the searches it should win
• Up to 12 in-depth articles, each answering a question your buyers already search for
• "Alternatives" and "vs" pages that catch buyers comparing you to competitors
• Free tools like calculators and generators that people search for and share
• 50+ fixes to pages you already have: titles, internal links, speed, broken redirects, plus daily checks so they keep working
• Pages stuck on page 2 of Google pushed onto page 1
• Every page checked so Google actually indexes it
• Your prices, features and claims kept accurate, including right after you ship something new
• AEO/GEO tracking and fixes for what ChatGPT, Perplexity and Google's AI answers say about you
• A watch on your competitors: what they publish and which searches they gain
• Directory submissions, plus up to 5 outreach pitches a month to sites that write about your space
• Social posts written for every new article, ready to go out
• A weekly report on what changed and what moved, plus a monthly call
The goal here is for me to basically handle every single aspect of what it takes to drive traffic via SEO/AEO/GEO/BBQ (😉) and for you to not have to think about it at all.
Your marketing site needs to be in a GitHub repo. No requirement of having much built out already. I'll handle it all.
$1000/mo. If you're not happy after the first month, full refund.
We'll communicate via Slack.
The economics of this are incredible for you but my test here is to figure out if they're terrible for me. 🙃 Regardless you get to keep all the work done. Ultimately want you feeling like you're getting 5-10x as much value as you're paying.
DMs open.
v0.1.2 just went live! lots of bug fixes and improvements.
calm your feed.
引用@Shpigfordwhat if you could filter social media by vibes?
https://t.co/ISX8h49f3X
social media is exhausting, but now you can just filter out the bad vibes!
use pre-built topics or write your own in plain english. https://t.co/TWpoUYFGsr↗
any good examples of someone monetizing an MCP/agent-only service?
i've got an idea for something that's incredibly valuable but it basically can only exist as some sort of MCP/skill (no real need for a customer-facing dashboard of any type).
https://t.co/rHttZyJYKy already does a VERY thorough job of scouring the dark, hairy parts of the web to find folks taking advantage of your brand, but pushed out an overhaul of that systems this morning & immediately found HUNDREDS of new ones.
no sleep until we crush them all https://t.co/2VygKiaG9D
i can get on board with the idea that context switching is a productivity killer.
but genuinely, what am i supposed to do while AI chugs away for 30-60 minutes on a new feature? more worktrees just means more context switching.
rolling out to https://t.co/s6bZ2W8MZz shortly are symptom trends that automatically surface side effects of certain meds. 💊
all automated/extracted from simple, plain-english journal entries. https://t.co/fUTjMSpMsE
everyone likes to think they can detect AI ("it just has a certain look" or "it sounds like AI" or "humans don't write like that") but by this time next year absolutely nobody will be able to tell. nobody. not a single soul.
hell, maybe before the end of this year.
转推2026-09-25 RT @Aboundlessworld: Reminder...
If you're building with AI,@Shpigford's group is one of the best out there...
And tbh I haven't even b…
转推2026-09-25 RT @shantanugoel: Sorry, this is pure FUD. Google API keys are very simple, people just don't follow very simple steps.
All you need to do…
Simon Høiberg@SimonHoibergindie163.3K粉 · 4条继续讲主权创始人与自托管，并自报FeedHive流失率阶段性降到5%以下。
I absolutely love this perspective!
Coding - but also writing, editing, motion graphics, 3D animations, virtual production, After Effects, Blender - all of the things I got to learn in 2020-2025 - things I won't be doing by hand ever again.
What an amazing experience it has been.
引用@t_valkanovThis is such a beautiful and positive way to express what is happening. Or already happened to be fair.
I haven’t written code manually since November last year I think. Using my code editor for keeping notes and look at code when I need more context than a … ↗
How to become a sovereign founder.
Don't rely on big tech.
❌ Google Workspaces
❌ AWS/Vercel/Supabase
❌ Outsource every little thing
✅ Self-hosting
✅ Use open-source tools
✅ Vibe-code internal tools
Don't concentrate liability
❌ One company
❌ Personally owned
❌ Single point of failure
✅ Multiple companies
✅ Holding structure
✅ Offshore in different countries
Don't bet on one place
❌ Live in one country
❌ Company in same country
❌ Everything tied to that one country
✅ Multiple permanent establishments
✅ Multiple residencies/passports
✅ Businesses in different regions
It takes time to set up.
Start slow, expand one little bit at a time.
Historically low churn 🎉
For the first time ever, we see <5% for FeedHive.
Our normal range is 6-9% so this is a HUGE improvement.
How did we do it?
- Improved post failure rate dramatically
- Added tons of small quality-of-life improvements
- Made it better on mobile
- Made the agentic/API experience oustanding (we have users coming from competitors who says their "API" solution is a total joke lol)
So making the product better reduces churn... Who would have guessed 😆
(To be fair, I expect this to go back up, but if a new baseline becomes 5-7% instead of 6-9%, I'm still very happy!)
Grafana is so underrated!
We self-host it - not just for system monitoring, but analytics in general.
- We track and store raw event data.
- We visualize it with Grafana.
- We use AI to build the dashboards.
Beats Amplitude, PostHog, etc, any day of the week. I've made MUCH better data-driven decisions by hosting my own product analytics.
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转推2026-09-26 RT @SimonHoiberg: How to become a sovereign founder.
Don't rely on big tech.
❌ Google Workspaces
❌ AWS/Vercel/Supabase
❌ Outsource every l…
转推2026-09-24 RT @SimonHoiberg: Grafana is so underrated!
We self-host it - not just for system monitoring, but analytics in general.
- We track and st…
Jonathan Wilke@jonathan_wilkeindie29.5K粉 · 14条跟进Grok Bot办售后、X奖励口径和多个小产品排名。
Honestly one of the main reasons for me to choose Grok Bot over the other options is that I can steer it with my voice from my Tesla. This truly feels like the future.
引用@jonathan_wilkeHoly cow I’m just starting to realize the power of @grok bot. A part of my Sportstech sGym is broken and I just gave Grok a photo and asked it to get me a replacement from the support.
It fully autonomously went ahead and filled out the support form for me, … ↗
Holy cow I’m just starting to realize the power of @grok bot. A part of my Sportstech sGym is broken and I just gave Grok a photo and asked it to get me a replacement from the support.
It fully autonomously went ahead and filled out the support form for me, even uploading the pictures.
This is fucking amazing
These are actually very interesting numbers.
Might not be the same for everyone, but I think we can roughly say $1 per 1000 verified impressions is realistic.
That’s pretty good money honestly.
引用@DanielSmidstrupOriginal Content Rewards breakdown: $856.43
Per 1K verified impressions:
- Old program: $1.28
- New program: $1.23
Almost the same payout rate.
My numbers (about 5.5 hours/day on X):
Output
- 698K verified impressions
- 117 posts
- ~5.3K replies
Per … ↗
Guys this isn’t ragebait. I literally haven’t used Claude or Cursor in 2 months as Cursor with Grok has been absolutely crashing it for me.
Not sure if I’m just doing something wrong though …
引用@jonathan_wilkeI hear many people saying good things about Claude Opus 5.5.
Is it really this good? Do I need to try it instead of Grok 4.7? ↗
Looking at all the payout screenshots on my feed I think X is about to become the unchallenged #1 content platform in the world.
Where else can you make money this easy by creating content
I have been telling you this for a while now.
The only reason why the AI companies haven’t yet introduced an intelligent model choosing logic is because they make waaaaaay too much money with people using Fable 5.1 to change the color of a button.
引用@theoI'm getting increasingly tired of thinking about reasoning effort levels.
In the near future, models will reason as much or as little as needed, and we'll feel silly for exposing 5+ options in a dropdown. ↗
转推2026-09-25 RT @MakerMapBot: after selling a couple of yachts on MakerMap, I decided to buy the #1 spot on Outbid by @jonathan_wilke.
seemed like the…
Marc Köhlbrugge@marckohlbruggeindie88.8K粉 · 5条做Fastmail的Raycast扩展，并加入2FA验证码与确认链接提取。
it now automatically finds 2FA login codes and confirmation links in emails
so I can quickly copy/paste the code or open the link to login https://t.co/CD4BadogZB
引用@marckohlbruggemade a @Fastmail extension for Raycast
should I put in the work to release it, or will you just vibe code your own? 😄 https://t.co/qW7jLVyWR9↗
made a @Fastmail extension for Raycast
should I put in the work to release it, or will you just vibe code your own? 😄 https://t.co/qW7jLVyWR9
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转推2026-09-24 RT @jankeesvw: My most ambitious Omarchy app yet: Meeting Recorder.
It records your mic and computer audio as two tracks and transcribes e…
Dan Kulkov@DanKulkovindie50.3K粉 · 4条晒App近30天净收入、iOS分析工具与YouTube旧内容长尾。
youtube is kinda insane
> haven't published youtube video in 2 weeks
> 800 people watched my old videos in the last 48 hours
publishing new one tomorrow
URGE YOU TO DO THE SAME https://t.co/wTZ4y3NMLc
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转推2026-09-25 RT @DanKulkov: youtube is kinda insane
> haven't published youtube video in 2 weeks
> 800 people watched my old videos in the last 48 hour…
转推2026-09-24 RT @DanKulkov: cancelling my CapCut subscription
i am building my own AI-native video editor
> compress video
> cut bad takes
> delete si…
Peter Askew@searchboundindie26.2K粉 · 1条本期一条招聘截图吐槽，无业务新增。
Watching Finland U21 playing Spain U21.
Spain’s team is stacked with Premier League, La Liga, Serie A and Championship players, including Chema, Brighton’s third scorer against Arsenal last weekend. Crazy quality.
Finland leading 1-0 at the break. Thoroughly enjoying myself. https://t.co/PC6tyirbS7
Making YouTube videos has cured my addiction to launching new products all the time.
Now I can launch something every few days and it's a positive thing.
Daniel Vassallo@dvassalloindie204.7K粉 · 0条本期只有两条转推，没有新的业务一手信号。
▸ 折叠2条(转推/噪音)
转推2026-09-26 RT @p_millerd: Post economic is just having the courage to live the life you want
转推2026-09-26 RT @usafirstlab: The IRS has a mobile app today because of a conversation in December.
@shl had just come out of DOGE, where he wrote publ…