Hi Reddit, For my daily workflow I run multiple agents at the same time, and I kept facing problems where I lost the overview of what they we're doing or needed from me. I started experimenting with Trello. It worked okay, but didn't fully feel right for my …
热评 2 条
▲1 aaronkempf: I just use kanboard.org. It works EXACTLY like what I want. From what I've found all my AIs support it.
▲1 Acrobatic_You_3002: I ended up building something similar for myself, a small agentic OS: I drive it from my phone through Discord, every ticket gets its own manager agent with workers under it, and I see everything that happens in its Discord thread. GitHub issues are the ticket system, so each task keeps its own history of what was done and why. Also, Hermes kanban is very good for agent processes, worth a look if you want something r …
Finally found my ideal remote agent setup.
Hetzner + Ocra
Orca runs on my laptop, iOS and Hetzner server.
I can start a project at home and continue in the go, without being afraid it breaks anything.
All are connected via Tailscale so the server is secure + can serve me preview builds no matter where I am.
I’m building a wrapper around it now that gives me a kanban task board and many more learnings from my previous AgentOS.
Fun!
GitHub actions are a super easy way to get started with software factories
1. Essentially free sandboxes for public repo's
2. You already have a login
3. Create tickets (pieces of work for the agent to do) as issues
4. Use labels to trigger actions, which create PR's
5. Actions can apply labels, which create loops
6. Cron jobs (albeit not very accurate) for running daily jobs
7. Simple observability for seeing what went wrong
Great for messing about with software factories before building them on your own infra
We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:
Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better:
Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better:
Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better:
Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work!
In summary:
- As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding.
- Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.
if you use claude code you probably see this word ten times a day. it got stuck in my head so I had claude (Opus 5.5) code a music video about its own habit. no suno, no voice model, no image generator, no samples. the beat, the voices and every frame of the …
"explain how Shazam works"
I had no idea
Karpathy is so right about this
custom explainer videos will change education https://t.co/L3xjjdGEPn
引用@karpathyWe'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:
Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification … ↗
On launch day Opus 5.5 kindly took up residence on my Mac. I ran some tests before trusting it on my big projects, it passed with flying colours. Lander, a game by Elite creator David Braben holds a special place in my soul due to it being the first game I …
I haven't seen "load-bearing" since I stopped using Opus 5. EDIT: I meant "nerfed", not "nerded" 🤦
热评 2 条
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 200 comments.** The overwhelming consensus in this thread is that **yes, Opus 5.5 has been nerfed.** The top-voted comments are all singing the same sad song: Anthropic pulled the classic 'bait-and-switch.' They release a god-tier model to get everyone to sub, then dial it back a week later to save on compute costs and make the *next* model's launch seem even mo …
▲389 TheMythicSorcerer: Drop good model, get users to use it, get people to buy more subs, nerf the model after everyone subs to save money, PROFIT! Think about the shareholders!
Opus is a good model, but the difference to Fable is that it gets the wrong end of the stick maybe 1/3rd of the time and I don't ever remember Fable doing that
UGC agencies might be cooked.
This tool turns your website into content and gets 50,000 creators to post it.
Pretty sure they're coming for the entire category. 😅
引用@klashsarmaToday we’re introducing Relay
We raised $20M from Google, Point72 & the founder of Reddit to build it.
1) Drop your website
2) Relay will create your content
3) Automatically distributes to our network of 50,000 U.S. creators
4) Drive millions of views and … ↗
launch your content agency today
> no creative team
> no creator sourcing
> no distribution ops
Relay turns a client’s website into a brand book and content library in under 30 seconds.
approved posts go to 50,000 human creators.
every result gets tracked.
here’s the business:
1. sell content testing to app founders, ecommerce brands and consumer startups.
2. charge $2k–$5k per month (relay costs $99 per month)
3. relay handles the research, content, distribution and tracking.
you handle approvals.
95% will read this and continue to scroll lmao
引用@klashsarmaToday we’re introducing Relay
We raised $20M from Google, Point72 & the founder of Reddit to build it.
1) Drop your website
2) Relay will create your content
3) Automatically distributes to our network of 50,000 U.S. creators
4) Drive millions of views and … ↗
a few weeks ago, a lot of people on here called Outrank a link farm
I was annoyed, but then I went and read every single reply
and some of it was fair
to get backlinks from our exchange, you had to host other people's links on your own site
and SEOs don't trust that kind of loop for good reason 👀
so for the last 8 weeks we've been building the opposite
you don't host a single link anymore
a real site writes a full article on its own blog with your link in it, and we pay that site in cash through Stripe, not credits
you can even get a listicle on a real blog with your product ranked #1
the hardest part was deciding who gets to sell
1,625 sites signed up but only 138 made it in
to qualify, a site needs:
- DR 30+
- 100+ clicks a month for at least 3 months
- Search Console connected, so we can see its real Google traffic
then it has to pass a content check, and 220 sites failed that one alone
since August we've done 222 placements
159 are live, and 158 of those are dofollow
the median time from order to published is 2.1 days
I care this much about "real" because ChatGPT and Perplexity cite the sites people actually read. nobody reads a PBN, so nobody cites one either
my bet is that AI search ends up rewarding fewer links from sites with real readers
https://t.co/Ofokzg1sHZ
TrustMRR now has 230K monthly unique visitors.
+30% vs. last month
51% of visitors return, and they visit an average of 4.6 pages per session. https://t.co/zXLi5raDgu
I added a new acquisition pipeline for buyers of TrustMRR:
❤️ Save startups
📁 Group by folders
🤝 See ongoing deals
If you're a user, please let me know what's missing? Thanks! https://t.co/ZhnlNeDGvW
I think most SaaS will be apps inside AI agents within a few years.
OpenAI now lets plugins ship their own UI in ChatGPT.
Founders I've talked to got a wave of installs when they launched their plugin.
I also think that if this is true the next big thing in marketing might be AI store optimization.
Your dot learns how you work, keeps context across apps, coordinates Codex tasks, and flags what needs your attention.
引用@dkundelSaw some asks about whether you should use dots or Codex. In reality they work great together! My dot is now my favorite way of using Codex. Less mental overload and the proactiveness is a lifesaver https://t.co/5KQQi89KEA↗
Today I tried (forced myself) to use Microsoft Copilot at work and whew what a wake up call. The thing that stuck out to me most is that Microsoft has the most agent worthy surfaces especially in the workplace and could have done something really special with …
I keep going more niche with reverse engineered web-based versions of games
👉 https://t.co/MohU4A8Zel 👈
6 months ago I tried to reverse engineer Urban Terror
Urban Terror was kind of a Counter-Strike style mod on top of the Quake 3 Arena engine, I think @Erwin_AI got me to play this during … 全文↗
Screen Studio can now automatically mask sensitive data of any kind.
It scans every frame of your video looking for emails, credit card numbers, API keys, etc.
It takes ~6s to analyze an entire 20s-long recording on an M3 Mac.
Face masking (avatars, etc.) is coming soon too. … 全文↗
Dan Kulkov自报9月iOS应用收入4458美元,环比下降11%,ARPU下降6.8%,转化率反而提高1.4个百分点。收入变化必须拆指标看。
💸📱 my ios apps made $4,458 in September
> 11% decrease to August :(
> ARPU is 6.8% down :(
> Convert is 1.4pt higher :)
> 🇺🇸🇩🇪🇬🇧🇳🇱🇲🇽🇧🇷🇦🇺🇨🇦🇯🇵🇦🇹
tracked with ActivationPal Wrapped
free to use! https://t.co/mfrcguFtQc
一位开发者把iPhone 17 Pro Max接成MacBook的第二块GPU,自报Qwen 3.8 27B预填充快29%至44%;帖子同时主动更正了手机端展示口径。
\*\*DISCLAIMER\*\* THE PREFILLING TPS SHOWN ON THE PHONE IS COMPUTED ONLY FOR THE LAYERS IT HOLDS. ALREADY FIXING IT TO SHOW END-TO-END PREFILL RATE. NUMBERS BELOW ARE ACCURATE FOR E2E PREFILL RATE. Every file or tool result my agent reads on a 24 GB M4 Pro …
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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.*
▲630 Dharma_code: Here we go, the prices of cellphones are going to skyrocket thanks to OP
Last month I posted a Qwen3.8-27B LoRA that makes it talk like a person instead of an assistant. It got a lot more attention than I expected: 700+ upvotes, 248 comments and 44k downloads since. I read every comment. People really don't like assistant speak, …
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▲331 DrunkenRobotBipBop: How lonely are you feeling on a scale of 1 to 10?
This was my first experiment of this kind - I'm a CS undergrad, and I ran it because the result genuinely surprised me. Methodology criticism is very welcome. **Setup:** I gave an LLM a question bank plus a *deliberately wrong* answer key, with instructions …
I lead the development team of a few enterprise systems mostly based around Python/Typescript, processing data at scale, with a ton of dev ops and micro services. At the title say, things are getting awkward. Sprints get cleared in days instead of weeks. …
Built a Chrome extension about 6 months ago, originally just for myself — I write a ton of email for work, and I was tired of grammar checkers that fix typos but don't fix the actual problem: sounding like the wrong person. So I built something that rewrites …
> platforms are left with an impossible choice: completely block all VPN traffic nationwide or withdraw access from Utah entirely Is it even possible to reliably know that a connection is from a VPN? Anyone can proxy through a random hosting provider.
Haha this is bizzarely specific to my back-of-the woods brain. Feels like something that would be super relevant to someone in San Francisco but not as much to me
Greatly appreciated the candor. I've included a few slides into text that i thought were eye-opening to me: From his Kernel Recipes 2026 slide on Mythos ``` Mythos's 79 vulnerabilities: 24 - no detail at all "something crashed" 14 - not a bug at all 3 - totally made up data 15 - already fixed in latest release - 11 by others - 4 by anthropic 20 - fixes were needed - 7 "assume a malicious filesystem image" - 2 "assume you can inject a malicious network packet into the middle of the stack" - 2 "NO …
Apple更新macOS Full Disk Access,HN与r/apple同时升温。Agent权限正在从提示约束落到操作系统授权面。
Omarchy now has an official bug bounty program on HackerOne! The Omacom Foundation has funded it with $100,000 for bounties, and we've promoted @mdisec to Omarchy Core as our Head of Security. https://t.co/CEODf0leTA
For a longer read, I can highly recommend the book "The Man from the Future" by Ananyo Bhattacharya. It's quite an easy read and extensively discusses the life and discoveries by John von Neumann in chronological order.
Amazing. Scrolling down one of the comments has an animation of starts around the center of the Milky Way. I have seen a few short ones of nebulae. There should be much much more of this sort of thing. I appreciate that scientist are not always after the pretty pictures. They can be expensive, do not always give the data needed, and the experiments do not always produce data that has obvious pretty picture potential. Still, for the average non professional scientist (me) the pictures are about a …
Could you just be an API to serve intelligence instead of moving into the app layer and putting your clients out of business. How much wealth and power do you need to accumulate seriously?
So chronic stress is one of the main contributors to aging. I hope I make it to my 40s. Do we currently have the ability to do targeted methylation or de methylation at sites in cells?
Nice to see Newgrounds is still alive and more or less unchanged since its early days. With so many of the creative spaces online becoming highly censored hellholes, having a more laissez-faire platform is a breath of fresh air.
I'm a trained architect, and as a long-term side project, I've been building a game that combines accurate floor planning with real-time 3D design to make architecture much easier to create than with traditional CAD software. What you can do: 🏠 2D floor plans …
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▲129 Novel_Plum: Holy Jesus, this is one of the coolest games I've ever seen!
▲45 daisypunk99: Gonna need physics, PE approvals, and the ability to age the house 10/20/50 years to catch settling/foundation issues (great job!)
My GF and I both work full time, and we kept eating out way more than we wanted (we both have a few extra pounds to show for it). I enjoy cooking, but I realized there's so much friction around making a meal: finding the recipe I cooked months ago, messy …
started as a snake on my own profile readme. the existing contribution snakes just sweep across the graph, so i rewrote it as a real game of snake: pathfinding, no self collision, growth, a "commits eaten" counter. one python file with no dependencies, runs …
After Photon exploded on reddit and X I kept getting DMs for a Lightroom alternative. That's how Light Studio came to life, a fully featured Lightroom alternative. I already had the parts that …
One thing I hated about job searching was opening 20 different job boards and searching the same roles over and over again. LinkedIn, Indeed, company career pages, filters, keywords, location… Then after all that, you still have to figure out which jobs …
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▲33 CaffeinatedTech: Does it pre-reject you as well? That would save some time.
▲4 Unlikely_Ad8441: What happens with my personal data, is it stored, protected?
What usually happens when I have an idea is I do some research to see if anyone else is doing it, and unfortunately every time I manage to find at least a few options out there already. It just doesn’t feel worth it to work on something that already has …
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▲7 AfternoonKey8292: Existing competitors aren't a dealbreaker. The harder question is whether a specific group of customers has a reason to choose your product over what's available. The loop you're describing leaves no room for a good idea: a successful competitor disqualifies it, and an unsuccessful competitor disqualifies it too. Plenty of founders wrestle with that. A competitor's existence gives you something to investigate, but it …
▲3 Budgetapps_Corp: Yea that’s really common, happens to me all the time. Ive found reality is that alot of the current products out there can easily be replaced/overtaken aslong as theyre not bigger brands running lots of ads. Most of the smaller apps are half asked and not running any sort of ads. If you do one promo or pay an influencer to show off your app your likey to overtake the crappy small apps.
Been working on something a little different lately. I’m building a **3D virtual Silicon Valley** where companies and startups actually exist as buildings across different districts: AI, Developer Tools, Fintech, Consumer Tech, etc. The interesting part is …
It’s been a long time since the last models came out. I notice they are selling GLM on the site, and I wonder if they are developing something, given the long silence.
▲1 ClaudeAI-mod-bot: **TL;DR of the discussion generated automatically after 200 comments.** **The overwhelming consensus is that this CEO is an insufferable "LinkedIn influencer" who is either lying or incredibly inefficient.** Users are pointing out that if you need 34 AI agents and still work until 5 AM powered by Diet Coke, you're not flexing productivity, you're flexing burnout. This is a huge source of salt in the thread, with many …
▲635 InterstellarReddit: Our company wants us to do this but with a $50 budget per person per month
Hey everyone, this is my first time posting here and it's a bit of a longer loaded one. Background on myself: I'm a college senior with my time spread across classes, gym / health, networking, learning AI, and more. My current stack: Claude (Pro …
I built **Claude Fables**, a mod for the Claude Code desktop app. While Claude works, it watches each tool call and each line Claude says. Every few seconds it retells the latest moment as a short art scene in the band above the prompt. A bug hunt becomes a …
he has been trying to build a local model by learning from GPT-Sol’s responses. He says OpenAI banned his account twice during the process. Irony is OpenAI’s own models were trained on vast amounts of information from the open web. So where do we draw the …
热评 2 条
▲1173 AllergicToBullshit24: No AI lab ever gets to complain about distillation being theft when they stole the entirety of human knowledge & creative expression without consequence or compensation. At least when their models get distilled they get paid for the usage. The hypocrisy is absurd.
▲354 Fancy-Plenty6712: AI companies are complete hypocrites. One rule for them another for anyone else. They have some fucking cheek complaining about distillation.
▲200 theaveragemillenial: I thought this was going to absolute meta and the guy would be the AI.
▲126 brunocborges: It is easy to spot AI when the stakes are low. Just ask blatantly awkward questions. The question is how to check it is, when stakes are high, such as in a job interview.
Someone in another thread asked me to share more about my workflow. Before writing this wall of text in a comment I thought I share it this way. Maybe someone else finds it interesting or useful. Even though I have 25+ years experience as a software developer …
▲6 Im_Working_Right_Now: As a Product Manager by trade, I love this and have started naturally gravitating towards this. Today I had Opus redesign how we're going to implement this feature it's working on by breaking it up into vertical slices instead of touching things that were spread across multiple slices. We've been working in a slice -> handoff -> clear the session -> start from handoff flow with Opus staying as the main lead and using …
I've wanted this app for years: one place to log anything about my life (coffee, mood, sleep, a run, a line about my day), in one tap, with no account, no ads and no streak counter guilt-tripping me. Nothing out there fit, so I built it. The fun part: I built …
curious how far people here have taken vibe coding with claude code. what's the biggest or most complicated thing you've tried building with it, and how far did you actually get? would love to hear what the project does, which model you used, and whether it's …
That is how I started this project. It builds a relationship graph of all the code modules, showing everything that has been and is being changed, and how each part relates to itself. So, instead of navigating 30 different code files, you can just follow a …
New Claude Code mods are pretty cool, here's something I did. Watch my usages get shredded when I asked for git status on Sonnet lol (just did it for demonstration purposes). It shows usage meters, cache timer, with a cool cartoony claude animation with …
▲52 JellyTwank: Not just the insiders! What an idiot.
▲29 artifex0: For those who don't know, "superintelligence" (not "super intelligence") is a term that has been used by AI researchers and futurists for about twenty years to describe a specific kind of speculative AI technology that comes after AGI. It's an important idea in AI safety debates because developing something like that would be a lot more dangerous than our current LLMs, and might be the end result of RSI. Trump demand …
▲124 Deliteriously: I love that OpenAI basically argues that they should be exempt from copyright laws after scraping the entirety of the internet, but if someone uses their bot to train their another model, IP suddenly matters and it's hands off.
▲13 anthropicagiuser: i ran a small model on my home pc last month. slow, but it worked fine. who gets to decide what training data is ok?
I am 35 and still occasionally go on Facebook. The feed, over the years, has moved away from showing friend content and moved toward showing creator content. I've noticed a shift in the last few weeks where the majority of posts are AI. Some are obvious, but …
I've been looking into AI moderated research interviews and the basic question/answer part seems straightforward enough. What I’m more interested is what happens when someone gives an answer nobody anticipated. I watched a bit of how Qualitate approaches this …
I am a fan and not an expert but I always wondered why AI (and robots) were not more of a force in Star Trek...and yesterday, reflecting on how amazing and damaging this technology is I was thinking maybe they made a choice as an advanced humanistic society …
🔎值得深挖
多Agent控制面的最小数据模型值得研究:任务、租约、状态、阻塞、证据与人工批准分别应该如何持久化
一次性软件作为答案格式值得研究:哪些解释任务真正从交互页或视频受益,怎样保留事实来源与可复现性
模型稳定性基线值得研究:客户端能控制哪些变量,服务端路由与系统提示不可见时如何设计可信回归测试
📖附录:原文流(按作者)
想翻谁点谁展开。转推与噪音折叠在各自账号内。
🤖 AI行业
Andrej Karpathy@karpathyAI4.3M粉 · 2条两条高密度内容:把答案升级为临时软件工件,以及用经纬度测试模型世界知识。
Cool eval. Simply ask an LLM “Land or Water?” and give it a latitude and longitude coordinate as text. Ask 16,200 times, plot as image. The models know. From compressing the internet.
We'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:
Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification originally developed for aerospace maintenance documentation. LLMs well-versed in this language and it comes with heavy constraints on clean writing style that I often find a lot more readable. Sometimes I've tried to soften it a bit e.g. ask for "80% of the way to ASD-STE100" because the spec is quite stringent. But even better:
Diagrams / images. Instead of writing, ask your LLM to create a diagram. These can be a lot easier to process, parse, and understand. But even better:
Web pages. Ask for output "in HTML" to get a beautiful, interactive webpage. LLMs are getting really good at frontend and can create beautiful experiences, animations, etc. But even better:
Explainer videos. The output format I am most bullish on is fully custom / bespoke explainer videos generated on any arbitrary topic. Experiment with things like "Create a 3b1b style video explainer on X. Use my ElevenLabs API key for audio narration". (you'd need an API key for the latter or you can ask your LLM to find you decent free alternatives that use your local compute). This is actually starting to work!
In summary:
- As LLMs get better, they will do more and more of the legwork autonomously, and a lot more of our work will rise up the abstractions into oversight and understanding.
- Luckily, LLMs can help here too because as intelligence and code are increasingly abundant, you can ask for large, custom, discardable software artifacts (e.g. web apps, video explainers) that would have never made sense to create before. Push the boundaries here and you'll be surprised.
Pretty sure there are more dots than bots already in this little world.
Cool thing is that we’re improving them everyday and they learn directly from your feedback.
引用@thsottiauxGlobal reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days. ↗
Down to 6110 unread from the over 9000 unread emails just earlier. Will get to inbox zero with clean filters within the next 48 hours. Dot has accepted the challenge.
引用@thsottiauxYou can ask your dot to "create a pet and set it as your avatar". It can be based on an idea, an image or pretty much anything. Here is my dot https://t.co/OhwcfuwfQJ↗
You can ask your dot to "create a pet and set it as your avatar". It can be based on an idea, an image or pretty much anything. Here is my dot https://t.co/OhwcfuwfQJ
Global reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days.
Because usage on your primary dot is virtually unlimited at the moment, I can’t really give a reset. I need to come up with something new fast.
▸ 折叠1条(转推/噪音)
转推2026-10-01 RT @OpenAIDevs: You can finally close your laptop now and your agents will keep working.
Codex cloud environments are here.
Reusable envi…
Sam Altman@samaAI6.3M粉 · 6条为Dots背书、回应Cerebras合作,并称Sol在高负载后速度改善。
The contrast between hanging up the last phone call of the day of high-stakes decisions and then a minute later walking in the door to the pure love of small children who want to laugh and play and show you every discovery they made that day is the strangest and best thing I have ever experienced in life.
There is some speculation about our partnership with Cerebras.
Cerebras is a close partner, and we have a deep engagement pushing on the frontiers of speed.
dot is my favorite openai product so far!
it is amazing to me that each day it feels noticably better as it learns more of my workflow and style.
having it do the stuff i don't like doing--and usually just builds up as a gravity well of dread--has me very happy.
You should be able to use your AI subscription wherever you need:
引用@vigysoI am going to try and answer a bunch of questions that people have raised about Sign in with ChatGPT in the next couple of days. Before that, I want to let you all in to why we shipped Sign in with ChatGPT (SIWC) in the first place. Clarify our intentions … ↗
For two weeks, start a design, deck, or doc in the Claude app, and the work that follows in that conversation uses 50% less of your usage limits.
Give it a try with Claude Sonnet 5.5. It has a strong eye for design and builds slides that need minimal editing.
引用@claudeaiYou can also now make decks, docs, and designs in your conversation.
Draft the one-pager in Claude Docs, turn it into a deck with Claude Slides, and mock up a matching visual in Claude Design, all from one place. https://t.co/Y0JaJGT3G8↗
Claude设计、文档与幻灯片会话限时50%用量优惠。
Matt Pocock@mattpocockukAI361.0K粉 · 9条继续输出Agent工程技巧:会话回顾、GitHub Actions工厂和可调试环境。
引用@mattpocockukSuper excited to be interviewing @poteto, live, in ~48 hours on YouTube.
We'll be nerding out about skills, high-velocity software factories, and learning SOTA techniques for shipping with agents.
This Friday - 9AM PT. Don't miss … ↗
引用@mattpocockukPrompt of the day:
/retro read my last 10 coding agent sessions and find ways to make my repo easier to navigate. Find where agents take too long to find relevant information, or rely on out-of-date docs.
Improving navigability is such an underrated way to … ↗
It's filming day for the new course.
The ginger beard has reached a critical juncture.
Do I keep it for my November cohort?
I am genuinely ambivalent. It's itchy.
Poll below. https://t.co/y29XfvNMg2
Prompt of the day:
/retro read my last 10 coding agent sessions and find ways to make my repo easier to navigate. Find where agents take too long to find relevant information, or rely on out-of-date docs.
Improving navigability is such an underrated way to save tokens.
GitHub actions are a super easy way to get started with software factories
1. Essentially free sandboxes for public repo's
2. You already have a login
3. Create tickets (pieces of work for the agent to do) as issues
4. Use labels to trigger actions, which create PR's
5. Actions can apply labels, which create loops
6. Cron jobs (albeit not very accurate) for running daily jobs
7. Simple observability for seeing what went wrong
Great for messing about with software factories before building them on your own infra
A: an agent with access to a debuggable/clickable dev server
B: one without
I'd argue that the difference between A and B is bigger than most models
Fix the environment your agent runs in
Started doing this. Very useful for when you're dictating out a bunch of stuff and you can only half-remember what you've said.
I prefer a 5-word version:
Restate my intent before continuing
引用@potetothis has become one of my most used prompts recently:
> restate in your own words what you think my goals are and what the problem i'm trying to solve is ↗
Me, 2020: ugh this code sucks, let me fix it while I'm here
Claude, 2026: let me copy the prior art in the repo so the codebase stays consistent
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转推2026-10-03 RT @poteto: i had a lot of fun chatting with @mattpocockuk today about how i was able to land 2,500 PRs last month! Matt is a wonderful int…
"You should know" is a great way of staying on top of what's possible with Claude and also a great example of the kind of things mods enable.
You can really make Claude Code yours.
引用@ClaudeDevsWe're adding a new plugin to Claude Code: You should Know.
It scans Claude's output for important information you might miss to help keep you in the loop.
Enable it with:
/plugin enable cc-plugin-you-should-know@builtin https://t.co/A4byi4Q9Df↗
Been trying to up the level of quality in animation in my game prototype, so been getting Claude to teach me & find references.
I asked Claude to make an animation editor where we could iterate on the jump, I'm really happy with how it came out.
Here's a side-by-side video https://t.co/OkFMX2TMzF
I usually write for developers but I'm aiming my next post at leaders of companies trying to navigate the change of AI coding agents
what's something you wish your leadership would get about agents? or if you're running a company- what problems are you running into?
all software is becoming malleable, so it was important for us to support this as a first class citizen in Claude Code, I hope more and more software becomes extensible like this!
here are some of what I'm most excited about with mods:
引用@ClaudeDevsYou can now mod Claude Code:
- Change how it behaves
- Customize the UI
- Swap in your own features
Write one with a few lines of TypeScript, or have Claude build it for you. Mods ship inside plugins, so you install them with /plugin in the CLI or desktop … ↗
转推2026-10-02 RT @guohao_li: Agentic RL is hard at every layer: environments, training infra, and algorithms. So we’re open-sourcing all of it. For envir…
转推2026-10-02 RT @guohao_li: SETA got accepted to NeurIPS 2026! 🎉
We released the full training scripts for DeepSeek-V4-Flash, GLM-5.2 (LoRA), Inkling-S…
转推2026-10-02 RT @Hesamation: babe, wake up.
Hugging Face just dropped a new banger article about RL training coding agents on different harnesses. http…
转推2026-10-02 RT @natolambert: Today we're unveiling Trillium Labs @trillium_labs, a new non-profit to foster the open science of frontier AI. We're buil…
转推2026-10-02 RT @_brightmirror: Made with Claude Opus 5.5.
The fearmongering about AI always makes us forget that NOTHING WENT FOOM, as was always pre…
转推2026-10-02 RT @huggingface: The same model, with the same weights, scores 62% in one agent harness and 33% in another.
@adithya_s_k and the @huggingf…
转推2026-10-02 RT @ggerganov: Decision models in llama.cpp are now available
The `/v1/systemone` endpoint is available in the latest llama builds. Use it…
转推2026-10-02 RT @Thom_Wolf: Karpathy: disappears from X
Ben Affleck: alright, gather round, so you'll want to freeze the base weights first, learning r…
转推2026-10-01 RT @perplexitydevs: pplx-decider-v1-27b is fine-tuned from Qwen3.8-27B with a 250k context window.
View the weights on Hugging Face:
https…
+1 the last time I felt PMF (internal & external) for a product this good was the Codex App launch
Specially it proactively fixing things for me and recommending me stuff I should be on top of
And the experience continues getting better the more I use it
引用@samadot is my favorite openai product so far!
it is amazing to me that each day it feels noticably better as it learns more of my workflow and style.
having it do the stuff i don't like doing--and usually just builds up as a gravity well of dread--has me very … ↗
touchdown back from DevDay & excited to keep the momentum going!
reflecting back, what an incredible sprint from giving a full house talk (out on YT soon) to helping ship our models/ products and hell of a lot of testing/ feedback - proud of it
too many folks to tag in one post, but grateful for two things:
- my team, have the best team out there
- our community, thanks to all the folks who shared their story and how our products impact their lives 🤗
looking forward to seeing y’all at a DevDay Exchange near you soon
there’s nothing stopping this train ;)
GPT 6.1 Sol is now a good, cheap AND fast model, sir!
Also, global reset on Friday, 2nd October - 10AM PT
Enjoy!!
引用@thsottiauxGlobal reset landing tomorrow 10am PST for all paid ChatGPT accounts. Apologies for the slow start with GPT-6.1 Sol, it's now back to running at expected speeds after the massive load spike in the first two days. ↗
转推2026-10-02 RT @ajambrosino: we are going to simplify the app
转推2026-10-01 RT @vigyso: I am going to try and answer a bunch of questions that people have raised about Sign in with ChatGPT in the next couple of days…
Building with the Agents API?
Catch up on what’s new:
引用@stevendcoffeyThe team behind Agents API continues to cook. Here's what's new this week:
Computer use: Spin up a browser + agent with 1 API call 🖥️
Bedrock Managed Agents: Agents API except AWS
GPT‑6.1 Sol 🌞
Environment sizes: Spin up a light or beefy oai-hosted … ↗
Your dot learns how you work, keeps context across apps, coordinates Codex tasks, and flags what needs your attention.
引用@dkundelSaw some asks about whether you should use dots or Codex. In reality they work great together! My dot is now my favorite way of using Codex. Less mental overload and the proactiveness is a lifesaver https://t.co/5KQQi89KEA↗
转推2026-10-03 RT @coreyching: Got to take the main stage at OpenAI DevDay to talk about plugin extensions!
A few takeaways for developers building plugi…
转推2026-10-03 RT @stevendcoffey: The team behind Agents API continues to cook. Here's what's new this week:
Computer use: Spin up a browser + agent with…
转推2026-10-02 RT @simpsoka: Awesome Sites has voting. Go vote for your favorites! Personally I think Jelly Hockey needs some love. #awesomesites https://…
转推2026-10-02 RT @metrox_eth: Today was mostly about modularity.
I’m building MOSS to be modular from day one, so getting started doesn’t mean buying ex…
转推2026-10-02 RT @abstrakt314: GPT-6.1 Astra is extremely good at creating simple Gaussian Splats.
I asked it to use Blender MCP + Lichtfeld Studio to r…
转推2026-10-02 RT @NicholasRuncie: In a self driving car using codex to install a game my dot made for me while I was asleep. This is wild!
@OpenAI@Ope…
On the Agent Arena leaderboard, we have GPT-6.1-Sol very close to Astra and it is 80% cheaper per task, based on real world prompts
引用@arenaExciting news: GPT-6.1 Sol (Max) by @OpenAi just landed in the Agent Arena at #5 (+11.23%) and reshaped the Pareto frontier!
At a $0.56 median cost per task, it delivers performance within 2 percentage points of GPT-6 Sol and GPT-6 Astra for substantially … ↗
'Hi ChatGPT' - I generated the song over a year ago, still to this day my favourite bit of AI generated media.
The lyrics were by the magnificent GPT-4.5, song by Suno v4 - now the video re-made with Opus 5.5. https://t.co/zK5gf6n8mm
Opus is a good model, but the difference to Fable is that it gets the wrong end of the stick maybe 1/3rd of the time and I don't ever remember Fable doing that
Oct 1 - Live from SF, Dev Day 26 recap,GPT 6.1 Sol + interviews from the floor of Fully Connected https://t.co/t00GJwNV5z
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转推2026-10-01 RT @arena: Arena Open House: Rooftop Happy Hour 10/7.
We're throwing open the doors to our new SF HQ office and want to invite researchers…
Philipp Schmid@_philschmidAI122.9K粉 · 2条征集决策模型用例,并注意到订阅开始区分人工与Agent用量。
🗣️ Ever felt like AI bots don't really listen? 🗣️
They just don't have a li'l Jev helping them yet!
引用@SoCalJayFOne really cool use case I’ve been exploring with Jev: a semantic VAD for real-time voice AI.
I plugged it into @AgoraIO ConvoAI and used the live transcript + recent conversation as context to decide whether the user has actually finished speaking.
That … ↗
Jev is a phenomenal reranker, you heard that right.
引用@johncrownJev is a phenomenal reranker. At 75% of the previous reranking cost, it improved our main-app search by 30.64% in matches per 200 candidates on searches recruiters actually run.
Most recruiting benchmarks measure precision and accuracy across just 10 … ↗
Jev is a huge power-up for research agents!
@edwardirby built a @youdotcom agent that monitors business risks, and compared Jev to an ordinary LLM judge.
• Same report quality
• But the LLM flip-flopped: 0.35 -> 0.68 -> 0.50 on the same threat
• the LLM missed 5 of 11 investigations. Jev missed none.
• Jev was 250x cheaper, 3-6x faster
Write-up 👇
引用@edwardirbyHow to build a reliable risk agent without a frontier model ($0.02/sweep):
• @youdotcom search
• @typesafeai Jev for typed judgments
• @QwenDevs for proposals & synthesis
• MCP for integration
Full architecture & cost breakdown below 👇 … ↗
研究Agent案例的漏检、成本与速度数字由TypeSafe转述。
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转推2026-10-03 RT @MadisonJRickert: Anthropic released native mods for customizing Claude Code yesterday, so I did the obvious thing and built a Jev-based…
转推2026-10-02 RT @CompleteSkeptic: me to our GTM guy: do enterprises want benchmarks
him: no, the fast ones have already benchmarked their internal use…
转推2026-10-01 RT @n8n_io: @typesafeai's Jev model just landed in n8n.
Jev’s job isn’t to write, it decides: returning a choice + confidence you can use f…
转推2026-10-01 RT @coderabbitai: Your agent doesn't know Jev.
Most code calls LLMs the long way:
state → prompt → text → parse → if statement
Decision m…
Finances in ChatGPT is rolling out to Free and Go users in the U.S.
Securely connect your accounts with @Plaid and @Experian to make sense of your money and credit, with answers based on your own financial information. https://t.co/I0drGHpkoQ
财务连接仅面向美国Free与Go用户逐步推出,范围不要写大。
Ben Tossell@bentossellAI201.3K粉 · 11条对Dots首日体验很差,但仍认为个人Agent应该主动生成应用与网站。
look i get it must be great for some people.
but if someone like me (not technical but not normie) experiences this kind of thing, its not good enough.
stop making it a user problem or skill issue. make stuff better.
the narrative isn’t helped when this is the experience. https://t.co/trWRGgIhbR
引用@bentossellmy dot experience so far has been 💩 ↗
引用@SimonHoibergVery interesting! Now that I think of it, I actually don't think I know a single person with a +$1M net worth who drinks (or at least gets drunk).
Interesting correlation.
My wife and I stopped drinking when she was pregnant almost 5 years ago and we … ↗
blast from the past!!
and thank god i shifted some weight 🤢
引用@aronkorbumped into @bentossell yesterday in sf at an event, 7 years after the @nocode_conf almost to the day (rip).
wouldn't be teaching today if we hadn't met then.
a good reminder that it's really all about the friends we make along the way -- online or … ↗
i forget things we do stick with others even when we’ve moved on.
was so awesome meeting sharath who was one of my very first customers of what became makerpad all those years ago.
he said so many nice things about me that i wasn’t even sure how to accept all of them.
and im still no better at naming my companies 😂
引用@5harathSo much of what I’m doing today is coz of this man
In 2018, i spent $99 on his NewCo bootcamp where @bentossell taught ppl how to build and ship products without using code
After that i never turned back, i shipped a ton of products, sold a few and broke … ↗
转推2026-10-03 RT @maria_rcks: queue should be removed from every harness just like plan mode is.
转推2026-10-02 RT @kiwicopple: @supabase has acquired @tursodatabase
i'm been a huge fan of the team and what they've built. we have big plans together.…
转推2026-10-01 RT @matanSF: Great day to deliver shareholder value :)
Use Factory to automate the low-leverage work and building becomes so much more fun…
It's time to get serious about Security x AI.
One of the joys of doing AIE is helping others start their own high quality conferences in their countries and domains. Every single 2025 partner has come back — and the 2nd AI Security Summit is now way more important than before. Proud to be back as a founding partner with @snyksec!
Join the event: https://t.co/2IeM4a3MGO
The landscape has completely transformed since we started this a year ago. An exploding number of rogue agents, more breaches, more AI-driven attacks. now more than ever, security must be at the center of the AI conversation. With so much more hacks and vulnerabilities, this stuff is no longer theoretical...
引用@cxgonzalezit took not even 30 seconds after leaving my hotel in nyc to see something that i almost never saw in 3 months in sf: i saw a hot girl ↗
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转推2026-10-02 RT @LaudeInstitute: @a1zhang sees academia as a place to take big research bets. PhD researchers might not have endless compute, but advant…
转推2026-10-02 RT @latentspacepod: .@AnthropicAI’s Thariq on what Claude Mods unlock: conversation context, subagents, structured output, and control over…
转推2026-10-02 RT @latentspacepod: Recursive Language Models: Claude Code, Agent Swarms, Big Research Bets, & the $40M AI Problem Solver https://t.co/4XWI…
转推2026-10-01 RT @grinich: One week until init() - the conference for builders 🔥
We have an absolutely killer lineup of speakers: @levie, @howietl, @sw…
Alex Volkov@altryneAI43.1K粉 · 14条DevDay复盘之外,明确抱怨Claude Code远程控制频繁要求重新登录。
引用@trycua1/ We're reimagining what it means for your agents to work with all your computers.
Today we're excited to share Cua Spaces, built on Cua Driver and our virtualization stack, rolling out on macOS today.
Download it now, it's free and source-available: … ↗
The best fun about coming to SF for a week is the people.
Too many to name but I cannot believe how many excellent people I get to call friends in this industry!
From excellent time at OpenAI DevDay (4th time covering) to an absolute banger @thursdai_pod stream from Moscone at CoreWeave FullyConnected, this week had so much!
New models, new friends, a new assistant (hey Dot), and some amazing personal achievements!
Most important, I got to meet and chat with many fans of the podcast, who gave feedback, told me what is valuable to them and that just keeps me going!
One important thing I noticed that even in the middle of the AI SF bubble, there are tons of folks who are still not imagining big enough! Not tons of folks still use personal AI assistants to their full potential, many imagination gaps!
I'm more energized than ever to keep doing AI Evangelism, as humanity steps into its next phase of AI adoption (AI Assistants) and continuing on my mission to bring positivity about AI!
🫡
What's going on tonight in SF?
As if ... 3 conferences, 2 podcasts, 1 hackathon wasn't enough for me... if there's stuff happening, do lmk know, last night here
This shit.. every 2-3 days.
I have to ssh and relogin, every 2-3 days with Claude Code!
Remote-control is all but useless like this, I know there's a push to the cloud but come on @AnthropicAI ! https://t.co/YPNkAEnFGE
If you use Muse and want to plug it into your house, you can claim (for free) one these devices while supplies last! https://t.co/JHiS8f2ESi
引用@natfriedmanWe built a gadget of our own, too: Muse Home Link is a little usb-c powered device that allows Muse to connect to your home network to talk to smart home devices like TVs and speakers and anything else that exposes https.
We manufactured a batch of 5000 Home … ↗
The new microprocessor is here! Everyone wants a piece.
引用@steipete"Today, we’re releasing two Cloudflare-trained decision models, Clef and Clef-flash"
https://t.co/E8cYq4w7Fz
Never seen an idea spreading so fast. ↗
Me 5 min before the most important @thursdai_pod episode yet, and microphones not working.
Me 1hr in with @CoreWeave Execs when everything is flowing smoothly:
WE DID IT LIVE! 👏 https://t.co/XwRVVEM0p7
引用@altryneAs every Thursday, but a different time
11am pacific - DevDay, CW fully connected, Sandboxes, Physical AI, the agentic Loop & tons more!
🔥 show planned for yall https://t.co/lB8Guvdsn1↗
Oct 1 - Live from SF, Dev Day 26 recap,GPT 6.1 Sol + interviews from the floor of Fully Connected https://t.co/u10pNaI5es
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转推2026-10-02 RT @altryne: Asked Sam Altman at DevDay if they'd consider slowing down. They said no.
So nobody's pacing, and this week's ThursdAI came L…
Two hours ago I was officially disconnected from my X laptop.
Good night my sweet little app.
Thank you for giving me the most interesting chapter of my life.
Onto the next one.
We are now entering into an era where any product can be created exactly to a consumer's preferences & needs.
I vibe-fabricated a dog door with a wifi-controlled lock, perfectly to the specifications & design of my house.
I know nothing about metal fabrication or electrical engineering.
It's now getting manufactured and delivered in 2 weeks -- for almost the same cost if I bought a mass-produced item off-the-shelf.
引用@MarioJoos🚨 MAJOR ANNOUNCEMENT: YouTube will start prioritizing original content and reducing re-uploads (RIP clipping)
YouTube has just announced one of the most impactful changes to its short-form algorithm. Its recommendation systems (the algorithm) will start to … ↗
If I was Trump going into a big midterm loss, I would just go out with a bang:
Cut entitlements & close the budget deficit
It will crash the economy and he’ll be hated for 2 years—but history will remember him for saving the country.
F1 won't let a car start a race if it qualifies more than 7% off the fastest pace. But the autobahn lets a car doing 75mph share the road with one doing 175. Can someone explain to me what's the rationale of having no speed limit? How is this not massively endangering others?
引用@MatthewDR🏎️ 175mph tire blowout in a Tesla Model S on the autobahn 🏎️
Miraculously no one died. https://t.co/4ebHtUhCqI↗
"explain how Shazam works"
I had no idea
Karpathy is so right about this
custom explainer videos will change education https://t.co/L3xjjdGEPn
引用@karpathyWe'll be spending a lot more time trying to understand the outputs of language models. A few thoughts, tips & tricks:
Writing. Something I've had success with: Ask your LLM to explain something in ASD-STE100, it's a controlled language specification … ↗
sometimes I look at my product, and I feel just insanely proud 😊
so proud that I almost don't care if you buy it or not
I just love them
("almost" don't care)
a few weeks ago, a lot of people on here called Outrank a link farm
I was annoyed, but then I went and read every single reply
and some of it was fair
to get backlinks from our exchange, you had to host other people's links on your own site
and SEOs don't trust that kind of loop for good reason 👀
so for the last 8 weeks we've been building the opposite
you don't host a single link anymore
a real site writes a full article on its own blog with your link in it, and we pay that site in cash through Stripe, not credits
you can even get a listicle on a real blog with your product ranked #1
the hardest part was deciding who gets to sell
1,625 sites signed up but only 138 made it in
to qualify, a site needs:
- DR 30+
- 100+ clicks a month for at least 3 months
- Search Console connected, so we can see its real Google traffic
then it has to pass a content check, and 220 sites failed that one alone
since August we've done 222 placements
159 are live, and 158 of those are dofollow
the median time from order to published is 2.1 days
I care this much about "real" because ChatGPT and Perplexity cite the sites people actually read. nobody reads a PBN, so nobody cites one either
my bet is that AI search ends up rewarding fewer links from sites with real readers
https://t.co/Ofokzg1sHZ
Outrank公开供给筛选与222次placement数据,但没有客户结果基线。
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转推2026-10-01 RT @moonfarm_dev: IT HAPPENED 🤩
I got the notification just after my morning coffee and had to wait for break time to go and get it.
But…
I keep going more niche with reverse engineered web-based versions of games
👉 https://t.co/MohU4A8Zel 👈
6 months ago I tried to reverse engineer Urban Terror
Urban Terror was kind of a Counter-Strike style mod on top of the Quake 3 Arena engine, I think @Erwin_AI got me to play this during COVID
Because it runs on Quake 3's engine like RTCW and Q3 itself, I thought I could just use ioquake3 and WASM to run it on web, then add a multiplayer server and it'd just work...
But no it didn't, I got stuck 6 months ago, it was buggy and wouldn't work, I kept trying and kinda got it to load but not really play
Today I tried it again with Opus 5.5 and again, I couldn't get it to work, giving up I did a last try with Fable 5.1 on high effort and it after awhile it did figure out the issue!
"The engine's struct was 4 bytes longer than what UT's bytecode expects, everything after that point (the entity count and the entity list) was read 4 bytes off"
It rewrote the bytecode and made it work!
So now we have another game preserved, running 100% the web via WASM, with a multiplayer server tied to it, so you can play with your friends 😊
Every model that comes out makes a bit more things possible and you can just keep trying old things that didn't work before
I see lots of people mod modern games now too which looks very cool too
Here I'm playing it with @marckohlbrugge a few minutes ago! Anyway you can play it with everyone else at https://t.co/MohU4A8Zel now :D
I think this is super accurate
AGI might just create a two-tier split in society, and I'm kinda starting to see it around me
One part of society will succumb to AI slopscrolling and free money (basic income) from government as work is replaced by AGI
The other part will fight that instead and become an elite counter movement that focuses on IRL, family, local community, and health
I think many will be in kind of smaller communities (kind of like eco villages in the pic below), and my friend @csonotes is a good example of that and we try do the same (so I'm probably biased)
@okaythenfuture below thinks it'll be in the central parts of big cities though
Maybe both?
For both of them you need real estate and land though
Real estate and land also one of the few scarce resources left in a post-AGI world where almost every good becomes almost free
If you told me a decade ago I'd want to buy real estate and land I'd call you crazy, but post-AGI it makes a lot of sense I think
引用@okaythenfutureTechnology like this makes me even more bullish on tier 1 global city real estate.
The internet is about to be ABSOLUTELY NUKED by all this AI garbage on the internet, including realistic rendered AI companions that sadly a lot of lonely and isolated people … ↗
After trying the Reverse Osmosis (RO) filter and making V60 coffee with it, it tasted a bit flat
I was kind of expecting that because even with the remineralizer installed (yes we have a remineralizer!) it only gets to 25 TDS, which is quite a low amount of mineral content for water
TDS means total dissolved solids, so like what's left after you remove all the water, essentially the mineral content
The plastic 6L water bottles we used before had a TDS of about 60
So I asked Claude what specialty coffee places do? They usually have an RO filter without any remineralizer. Then they use an industrial machine to remineralize it to the perfect level. That's why coffee of specialty coffee chains like @the_coffee (my fav) taste the same from Brazil to Japan. And their TDS level is high around 150
How can I do get my RO 25 up to 150 though? Claude suggested getting a mineral water coffee kit by Lotus Coffee, you get 4 drippers for Calcium, Magnesium, Potassium and Sodium, so I got it today and tried it. There's a specific amount of drops to add based on your current TDS
The TDS went up to 156 so at specialty coffee water level, and the V60 looked different and way more bubbly
And the flavor is great, it's not bitter, it's pure kind acidic like the Brazil beans we have should be
Adding these drops everytime might be annoying though, maybe I can mix them and make my own solution, or I can get a remineralizer for coffee that gets it to 150 TDS by itself after RO
Anyway I've become a coffee water snob now 🧔♂️ 🫣
引用@levelsio💧 For years I was brought up in the Netherlands being told we had the "best tap water in the world"
"The Americans are silly for buying bottles of mineral water, you can just drink from the tap!"
I remember the same sentiment with my German friends
When I … ↗
✨ I have made coworking meetups a special category on https://t.co/xQI1chWXtQ now
So you can organize one in any city in the world to meet people there
I've also added a [☑️] Recurring Meetup option now so if you do a weekly cowork or event, you don't need to keep adding the same event, it does it for you!
引用@levelsioI've been actively fighting almost guaranteed age-related loneliness for years, studies show after age 30 you start seeing friends less and when you get older especially men don't have any social life left!
It's preventable, but it takes effort and … ↗
🇪🇺 EU bankruptcies have now reached the highest level since they started measuring them in 2019
Meanwhile new EU business registrations have been stagnant or decreasing
I discovered this after another one of the interior design stores in the Netherlands we bought from suddenly disappeared off the internet, luckily we already received the stuff we ordered (a big stone table) and dodged a bullet
Quite expensive stuff and their Trustpilot is full of "where's my €7000 table". This is the second interior design store we bought from that went bankrupt just after we received our things, very interesting
So I started looking at EU bankruptcies and discovered they're skyrocketing and new business registrations are stagnant or decreasing
They really managed to regulate and tax away any existing business while making people give up to even think of starting a business in Europe
I am self aware enough to say the Tesla Y looks like a normie car (like a typical sedan I guess?) but I don't rly care
My friend drives a Jimney, it looks cool
It's not fast and not safe, but it looks cool
I think the Cybertruck looks cool too, it has personality
Y is safe but the design lacks personality (which is fine)
引用@hechen@levelsio Are you saying the Y isn’t pretty or cool? 😂 ↗
This is why I have a Tesla Y
One of the safest car brands and car models
I don't trust myself nor anyone else driving so when shit goes down I wanna be in not the prettiest or coolest car, I wanna be in the safest car with the highest survival rate
Which all the recent Tesla models are
引用@MatthewDR🏎️ 175mph tire blowout in a Tesla Model S on the autobahn 🏎️
Miraculously no one died. https://t.co/4ebHtUhCqI↗
引用@marcos_placona@levelsio@JohnONolan I know you say “high trust society”, but the repercussions are pretty hefty if your caught stealing.
I’m not against punishment though, but just saying this is not all just trust.
Same in Singapore. ↗
This is a very interesting effect too
They're boiling the frog and making everyone poorer
But most Westerners don't notice it, partly because prices of flights, hotels, travel as a whole has gone up so much (again it hasn't, we've all just been made poorer collectively)
And if you can't travel far, you can't notice how rich and modern parts of the non-West now are (Asia etc)
引用@NiPeIO@levelsio The frog boiling effect makes it very hard to see unless they travel to modern non-Western countries - which not that many do.
It’s even harder for those with a little bit of money as their lifestyles are more isolated from many inconveniences. ↗
A good example @johnonolan sent me today
An Apple Store in Dubai where you have Apple Watches lying around freely with the door open, not secured, not behind glass
Right by the front door!
A high trust society like we used to have too https://t.co/rCAOwg9Kch
引用@levelsioI'm noticing Westerners are continously having lower standards every year and seem to not even notice the declining quality standards of everything around them
I do notice it and when I tell them (IRL or on here) they make me sound jaded or disconnected from … ↗
I'm noticing Westerners are continously having lower standards every year and seem to not even notice the declining quality standards of everything around them
I do notice it and when I tell them (IRL or on here) they make me sound jaded or disconnected from reality as if we expect too much
They're literally boiling the frog and most don't notice it
Then we fly out to Switzerland, UAE or East and parts of South East Asia and we realize there's nothing to complain about so it's not us, it's the West
引用@mmjukic"Enshittification" is a sort of "safe horny" term for what is really just outright impoverishment and declining living standards due to economic insolvency from deindustrialization, demographic decline, hyperinflation, etc.
You are just de-developing and … ↗
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转推2026-10-02 RT @AtelierMissor_: The statue of Prometheus is finally finished.
It was cast in Paris, crossed the Atlantic, and was assembled at Starbas…
Peterson on the virtue of becoming dangerous is not just a plea for the individual man, but for the Leviathan too. Well-functioning societies need the capacity for formidable violence, such that they may keep the peace, but paired with the control to use that power sparingly. https://t.co/DLlEmWslVm
It took the Reconquista nearly eight hundred years to reclaim Spain. Don't give me that loser talk that it's "too late for Europe."
The next generation coming up is unbelievably based. They've seen what suicidal empathy has wrought upon their nations.
Never lose faith. https://t.co/8FLfyA9K7r
Omarchy now has an official bug bounty program on HackerOne! The Omacom Foundation has funded it with $100,000 for bounties, and we've promoted @mdisec to Omarchy Core as our Head of Security. https://t.co/CEODf0leTA
The Autobahn has had stretches with no speed limits since 1952 (except during the oil crisis). Germany has 2.5x fewer road fatalities per mile traveled than the US. I did 200mph in a Gallardo back in 2010 and it remains a top automotive memory. There's more to life than safety!
引用@Jason1. Do not go 175 MPG, folks...
2. No one died!?!?!??!!?!? Teslas are REALLY F*CKING SAFE CARS!
I only buy Teslas because I want my family safe.
Staying alive is the name of the game, folks... life is precious.
Don't do stupid stuff; always choose the … ↗
The Shopify Racing #11 LMP2 is back in action for the final time of the year this weekend at Petit Le Mans / Road Atlanta. @tobi and I will share the car with @MathiasBeche for one last shot at the podium 🤘 https://t.co/My0mYoAtQQ
转推2026-10-02 RT @bryan_johnson: I’m watching three friends lose 11 lbs of body weight in a race car tomorrow
+ Tobias Lutke (founder shopify)
+ DHH (cr…
转推2026-10-02 RT @JoshuaSWarren: Omarchy on Apple Silicon makes local AI fast with my MLX and Apple Neural Engine drivers.
@dhh inspired me to believe…
转推2026-10-02 RT @MrMesserschmidt: Lad mig på 60 sekunder forklare, hvorfor ikke-vestlig indvandring er det største problem i Danmark. https://t.co/Tz2rK…
转推2026-10-02 RT @JoshuaSWarren: Got an M1 Pro, M1 Ultra, base M2, M2 Pro or M2 Ultra? Or any M3 or newer Mac?
I'm bringing the Apple Neural Engine up o…
转推2026-10-01 RT @emirbeganovic: After nearly 7 years at Booking, today is my first day as Head of Infrastructure for Omarchy.
Somehow I got here throu…
Adam Pietrasiak@pie6kindie39.1K粉 · 6条Screen Studio 4.0发布周:自研渲染、专用放大模型、敏感信息与人脸遮罩。
Almost done adding 'automatic human face masking' to Screen Studio.
I believe this has a lot of real use cases. For example, I wanted to post a demo on how we train our background removal model, but I didn't want to record all the faces of people from the training dataset. https://t.co/k58MUeVZUn
Screen Studio can now automatically mask sensitive data of any kind.
It scans every frame of your video looking for emails, credit card numbers, API keys, etc.
It takes ~6s to analyze an entire 20s-long recording on an M3 Mac.
Face masking (avatars, etc.) is coming soon too. https://t.co/xLAOaaCj7y
Screen Studio finally integrates with Finder preview and shows you a project preview before you even open it.
I ask myself why we haven't done it earlier. It makes life so much easier, especially when you have hundreds of projects in one folder. https://t.co/XSXKBkxwTv
Screen Studio 4.0:
We trained our own AI model to upscale macOS screen recordings.
We built a bot that generated 5,000 random, nonsensical SwiftUI apps that feel like macOS, took screenshots, downscaled them, and trained on those.
Standard upscaling vs. our model: https://t.co/2EBlGsoigh
Screen Studio 4.0 is finally out! https://t.co/bxjnsbNqLD
It took ~8 months. Way too long. I feel such relief now.
We built a brand-new, in-house rendering engine, trained our own AI models, and so much more.
Will be posting details and learnings soon!
I hope you'll like it! https://t.co/S2A6wOzxg3
Screen Studio 4.0历时约八个月,自研渲染与模型。
Alex Finn@AlexFinnindie476.1K粉 · 2条把Dots定位成Codex线程的项目经理,并横评四种个人Agent。
Dot, Muse, Grok Bot, and Hermes are all EXCELLENT agents
They all have their own strengths and weaknesses, so you need to know which to use for each task
Here is each agent, and when you should be using them:
GROK BOT- best agent for heavy knowledge work
Strengths: Because you can create many different agents with many different contexts, skills, and memories, you are able to get a wide plethora of work done really really well
Weaknesses: Grok 4.7 is a great model, but not frontier. Also not much usage on cheaper plans.
Who it's for: People who have a diverse set of responsibilities and tasks they need to get done
META MUSE: best agent for getting personal tasks done online
Strengths: Lightning fast, free, and by far the best agent at navigating the internet. Can just 'figure it out' for getting tasks done in browsers
Weaknesses: Not great at coding. Model is lightning quick, but not the smartest or most creative. Weaker at knowledge work because of this.
Who it's for: The best 'personal assistant' agent. Booking reservations, finding flights, filling out forms, unsubscribing from websites. The more 'normie' type use cases. Also it's free. So anyone on a budget.
HERMES: Open source, fully customizable, do anything assitant
Strengths: Fully open source and customizable. Anything you want to change in the agent, you can just change it. Use any model or subscription. Does almost anything you ask without many guardrails. Also a smaller decentralized team supporting it, so it's always great to support the rebels
Weaknesses: No mobile app. Because it's open source and fully customizable, it's not always the most reliable if you tinker too much
Who it's for: tinkerers who want full control over their agent. Also great for the local model community and people with their own home AI labs. My Hermes maintains all my networks and equipment for me better than any other agent
DOT: Your ultimate AI agent project manager
Strengths: The smartest model in the best harness. You get Astra capabilities with best in class ChatGPT tools like Voice, Spaces, and Codex. Can manage all your Codex threads for you and see your projects to completion. Also has ALL of your ChatGPT memories out of the box, so no onboarding needed
Weaknesses: Feels rushed. Lots of rough edges at the moment. Slowest agent. Has trouble with computer and browser use more than you'd like. Tokens in the Dot chat are free, but can heavily burn tokens when managing Codex threads.
Who it's for: Builders who do a lot of coding. ChatGPT power users. Anyone who has long running tasks they'd like an agent to project manage for you
If you put the right agents on the right tasks, you'll have super powers. I use all 4 of these every single day, and switching between them is a breeze
They're all also EXCELLENT agents, so if you can only use one, using any of them is good enough. You can choose literally any of these 4 as daily drivers and you'll be way more productive than the average person
Just make sure you're USING them, and not just reading about them.
Figured out how to make ChatGPT Dots an outrageously powerful agent:
Use it as a project manager, not an assistant (skill linked below)
The strength of ChatGPT is its harness. The desktop app is excellent and has an outrageous amount of tools
So if you use your Dot to project manage other threads/tools, it can get a lot more done than other personal assistants that you just ask to make you reservations
You can have it work on other projects for you continuously, loop over apps you're building, keep an eye on progress of other work, and just do a ton of things at once
You DO NOT want to be using this as just a personal assistant. The model and harness are too good to be just booking you dinner reservations.
Here is how I have it act as more of a project manager: have it start and keep an eye on other ChatGPT threads
Give it a goal for that thread (build an awesome video game, create this business idea for me, build this presentation)
Then have it manage that thread, working towards that goal step by step
As it goes along, have it test every step then update a ChatGPT Space with information on that thread
Then, do this with multiple projects and threads. It's really good at multitasking.
If you set the right expectations for project management, you can get a tremendous amount of work done at once.
Way more than you could with just a basic personal agent like Muse
I built a project management skill you can give your Dot that sets all the expectations I mentioned above. You can check it out here: https://t.co/aVcTJJ2cGN
Does Dots have wildly different features than other agents? No
But if you take advantage of it's strengths the right way, you can be wildly productive
把Dots当项目经理而非助理,并附自制skill;生产力结论为个人体验。
▸ 折叠1条(转推/噪音)
转推2026-10-02 RT @AlexFinn: Figured out how to make ChatGPT Dots an outrageously powerful agent:
Use it as a project manager, not an assistant (skill li…
Adam Lyttle@adamlyttleappsindie59.0K粉 · 4条一周不用手机的体验为主,另有家庭相关个人内容。
I went a whole week without my phone
Relied only on my Apple Watch Ultra 4
First thing I noticed is how much I reached for the phone as a distraction or because I was even slightly bored.
I never realised how much my brain looks for distractions so it doesn’t need to deal with its own thoughts
For the last 2 weeks I’ve been desperately trying to save my family. But sometimes you just gotta accept what you don’t want to accept and push forward.
引用@adamlyttleappsThere’s this weird dichotomy of being hyper focused/high agency with something this rewarding (that it literally lifts your families quality of life)
But also being so absorbed in it that people around you think you’re emotionally unavailable. Or … ↗
This company now seems to be attempting to intimidate me into not working with authorities
Can’t make this up
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 … ↗
If you trim down your prompts, you’re making it worse.
At best, you repeat yourself, you re-describe ideas in several ways, you go on tangents, and you explore way beyond the initial scope. More context means more clarity, at least for the LLM.
Right now, we're in the "omg AI can write code and solve math problems, what a miracle" stage.
But the true Cambrian explosion will be near-instantaneous smart inference at the edge. Real autopilot for any vehicle. No spam ever again. And that's just the obvious stuff.
It looks like taking a stroll through Azeroth while watching your agents do the work has similar effects to actually taking a walk, at least on the level of “distract your conscious mind so that your subconscious can work on the other stuff”.
Interesting.
引用@airkatakanais anyone in tpot actually going to commit to world of warcraft
im sitting on three level 20s in the beta and did this with no drop to my productivity. in fact my productivity may have increased because now im at the computer watching codex all the … ↗
A couple of my learnings reflected here:
- adversarial reviews (ideally with a 3rd agent as arbiter) at every step
- max coverage test suite, unit to e2e, no exceptions. TDD must be baked into agentic flows
- human review matters more for non-code stuff, particularly at the architecture and decision-making stages
- contextmaxxing in the repo: docs, ARDs, customer ICP descriptions, runbooks, schema commentary, all must live INSIDE the codebase, not just attached to it
- contextmaxxing in the process: track every agentic conversation + changes made (via Entire or similar) and attach to ticket/PR
- dev/testing DB content matters more than ever: dry runs, workflow simulations, edge case hunting, performance measuring needs to happen before things hit prod, seeds aren't dummy data; they need to be representative of prod, if not in volume, then in shape
- code that works best for agents doesn't look best to humans: humans need to think of themselves as validators, not proofreaders.
Comprehension is now a function of our tools, not a state of our minds. Weird, novel, and kinda scary, but things operate at speeds that typing letters into a text field can never catch up to again.
引用@dhhIt takes a while to build the confidence, but there's no future where you're manually reviewing every line of agent code. Not much acceleration in that. You need adversarial agent reviews, you need automated testing, and maybe you spot check. That's it. From … ↗
Why does it feel like such a MASSIVE waste of time to watch Claude deliberate and talk to itself for 20 minutes during its planning phase, but it's perfectly fine to brainstorm, discuss, draft and re-draft a spec (v4.final.2.final.md) for 2 hours in a meeting of 5 people?
转推2026-10-01 RT @NoemiTitarenco: can i see proof of the effectiveness of adversarial reviews?
Does it vary if you put different models against each oth…
Danny Postma@dannypostmaindie185.4K粉 · 2条公开Hetzner、Tailscale与多端Agent的远程工作流,准备再包一层Kanban。
Finally found my ideal remote agent setup.
Hetzner + Ocra
Orca runs on my laptop, iOS and Hetzner server.
I can start a project at home and continue in the go, without being afraid it breaks anything.
All are connected via Tailscale so the server is secure + can serve me preview builds no matter where I am.
I’m building a wrapper around it now that gives me a kanban task board and many more learnings from my previous AgentOS.
Fun!
Grok/X/@cursor_ai billing so confusing
I have SuperGrok Heavy and X Premium yet Cursor is on Free plan. How does one consolidate this?? https://t.co/dZ5ULOzOPe
Marc Lou@marclouindie404.0K粉 · 5条更新TrustMRR流量与买家交易管道,夹杂健身和自转推。
引用@marclouI did my yearly body fat test this morning.
5.5%
The doctor used a skinfold tool and measured 7 areas on my body.
5.5% is very low, and I'm still a bit skeptical because bodybuilders have 3-4%, and I look nowhere near that.
I'm 181cm and 84 kg, so my lean … ↗
I did my yearly body fat test this morning.
5.5%
The doctor used a skinfold tool and measured 7 areas on my body.
5.5% is very low, and I'm still a bit skeptical because bodybuilders have 3-4%, and I look nowhere near that.
I'm 181cm and 84 kg, so my lean mass is good. I'm happy not to have excess fat because it can disrupt metabolism and increase cardiovascular risk.
TrustMRR now has 230K monthly unique visitors.
+30% vs. last month
51% of visitors return, and they visit an average of 4.6 pages per session. https://t.co/zXLi5raDgu
I added a new acquisition pipeline for buyers of TrustMRR:
❤️ Save startups
📁 Group by folders
🤝 See ongoing deals
If you're a user, please let me know what's missing? Thanks! https://t.co/ZhnlNeDGvW
把收藏、文件夹和交易状态做成买家管道,流量开始进入工作流。
▸ 折叠8条(转推/噪音)
转推2026-10-03 RT @alexwestco: Building a $1M business for the second time.
I made $1,409 in September 2026.
🚀 CyberLeads - $1,083
🤣 Modeling - $250
🌐 B…
转推2026-10-02 RT @marclou: I did my yearly body fat test this morning.
5.5%
The doctor used a skinfold tool and measured 7 areas on my body.
5.5% is v…
转推2026-10-02 RT @marclou: I finally got a Reverse Osmosis filter!
For the past 3 years, I've been traveling the world looking for a place to live. Now…
转推2026-10-02 RT @trust_mrr: ACQUIRED ✅ 🎉
A mobile app just got acquired on TrustMRR.
💰 Sold for $2.9K
🤑 $180 revenue last 30 days
📈 1.3x multiple
It…
转推2026-10-01 RT @marclou: TrustMRR now has 230K monthly unique visitors.
+30% vs. last month
51% of visitors return, and they visit an average of 4.6…
转推2026-10-01 RT @marclou: I added a new acquisition pipeline for buyers of TrustMRR:
❤️ Save startups
📁 Group by folders
🤝 See ongoing deals
If you're…
转推2026-10-01 RT @wickedguro: Hi everyone!
After investing a lot of money in agent-media, I decided to sell it.
The project is great, but it was a mist…
Thomas Sanlis 🥐@T_Zahilindie24.4K粉 · 6条持续表达AI接管工作后缺少智力挑战,转向线下兴趣与生活选择。
引用@bigaiguyA French engineer who lives quietly in Paris has spent 30 years writing software that the entire internet now runs on without knowing his name.
He wrote the code that streams every YouTube video, every Netflix show, every TikTok clip. He wrote the code that … ↗
引用@noahkaganEvery founder should do this today. ✋
Paste this into Claude:
"Go to [your site]. Sign up as a brand new user. Go through onboarding and use the product like a real customer would. Then give me the top 5 things to fix, with what you saw at each step."
It … ↗
This is it: "No challenge"
I already do a lot of sports, I play video games, I see my friends often, I do gardening etc
But I have no intellectual challenges anymore, since AI took over my work
What's the solution 🤔? https://t.co/KHDfyrhHQK
引用@T_ZahilI can feel my brain frying since early 2026 because of AI
I need more offline hobbies ↗
Computer use + Higgsfield inside ChatGPT is kinda insane.
One prompt can now:
Find a real storefront
Use Higgsfield to redesign it
Create a promo video
Find the owner and pitch them
Find someone to actually make the sign
The entire creative workflow, automated end-to-end. https://t.co/fTyw551DOj
UGC agencies might be cooked.
This tool turns your website into content and gets 50,000 creators to post it.
Pretty sure they're coming for the entire category. 😅
引用@klashsarmaToday we’re introducing Relay
We raised $20M from Google, Point72 & the founder of Reddit to build it.
1) Drop your website
2) Relay will create your content
3) Automatically distributes to our network of 50,000 U.S. creators
4) Drive millions of views and … ↗
Relay以5万创作者网络冲击UGC代理的判断来自转发者。
Jon Yongfook@yongfookindie172.8K粉 · 6条发布免费的Mac虚拟摄像头产品,并公开首日573访客、零MRR。
Just added! [REDACTED] Camera, a virtual camera app for mac that blurs faces. Blur all, or blur everyone except you. Works with zoom, google meet, and any other video app. Free!
https://t.co/TBWv16spak
引用@T_Zahil"Ship fast" is dead.
I agree with Olly on everything here, but I think the game is still on: the rules have just changed.
I run a launch platform that receives 300+ product submissions every day, and I can tell you two things:
1️⃣ Everyone is building the … ↗
I’ll save you the trouble
Wrote a script the few days ago checking all dictionary words and all the good ones are taken
引用@PolymarketBREAKING: Slovenia sees an unprecedented +2,100% surge in .si domain registrations after Trump officially renames AI to “Super Intelligence,” with 44,000 registered in September alone. ↗
Today I’m releasing D1-TRUE, an open-source decision model that returns a single boolean for any input.
It leads the field on latency. The full weight file fits in a tweet:
filename: decision.txt
contents: true
Zero parameters. Constant-time inference. No tokenizer. 50% accuracy on balanced binary tasks.
Paired with the upcoming D1-FALSE checkpoint, the models are expected to reach a combined 100% accuracy when correctly applied
引用@marckohlbruggeIt's kinda ridiculous we have to pay for ChatGPT again and again for each new wrapper app.
@OpenAI should offer a "Sign in with ChatGPT" button that lets developers easily use the API on the user's behalf. https://t.co/LJMEDwJo2u↗
launch your content agency today
> no creative team
> no creator sourcing
> no distribution ops
Relay turns a client’s website into a brand book and content library in under 30 seconds.
approved posts go to 50,000 human creators.
every result gets tracked.
here’s the business:
1. sell content testing to app founders, ecommerce brands and consumer startups.
2. charge $2k–$5k per month (relay costs $99 per month)
3. relay handles the research, content, distribution and tracking.
you handle approvals.
95% will read this and continue to scroll lmao
引用@klashsarmaToday we’re introducing Relay
We raised $20M from Google, Point72 & the founder of Reddit to build it.
1) Drop your website
2) Relay will create your content
3) Automatically distributes to our network of 50,000 U.S. creators
4) Drive millions of views and … ↗
💸📱 my ios apps made $4,458 in September
> 11% decrease to August :(
> ARPU is 6.8% down :(
> Convert is 1.4pt higher :)
> 🇺🇸🇩🇪🇬🇧🇳🇱🇲🇽🇧🇷🇦🇺🇨🇦🇯🇵🇦🇹
tracked with ActivationPal Wrapped
free to use! https://t.co/mfrcguFtQc
转推2026-10-02 RT @DanKulkov: 💸📱 my ios apps made $4,458 in September
> 11% decrease to August :(
> ARPU is 6.8% down :(
> Convert is 1.4pt higher :)
>…
转推2026-10-01 RT @DanKulkov: > build a cookie clicker game for websites
> had early advantage
> lose #1 place to ios widget
it's so over https://t.co/O8…
转推2026-10-01 RT @DanKulkov: moved from supabase
postgresql on hetzner
$7/mo vs. $35/mo
unlimited projects
highly recommend it
转推2026-10-01 RT @DanKulkov: 🍪 launching Cookie Clicker for marketing!
> Claim your spot
> Buy upgrades
> Get real clicks to your website
97 spots left…
Jonathan Wilke@jonathan_wilkeindie29.7K粉 · 2条两条短推,称Devin是目前最能放心交付任务的Agent。
I have been using @DevinAI for the last 2 days for all my coding work and I have to say as of right now this is the agent that I trust most with just getting a task done.
This is getting completely out of hand.
GPT-6-sol will outright refuse to do work over the slightest little details, completely unreasonably.
First acting like a petty lawyer then giving me a small moral speech when I ask them to stop.
I now added a switch on all task items where I can set Qwen 3.8 Max or DeepSeek 4.1 Pro with a single click. These are my "compliance models" - they'll do what I tell them.
引用@SimonHoibergThere's nothing more infuriating than GPT-5.6 or Fable acting "morally superior" and refusing to do the work I assign them.
And it happens often...
GPT-5.6 refusing:
- To create content the way I say.
- To create ad campaigns the way I want.
- To advise or … ↗
Switzerland, UAE, and Singapore all have this in common. High-trust and super safe societies.
引用@levelsioA good example @johnonolan sent me today
An Apple Store in Dubai where you have Apple Watches lying around freely with the door open, not secured, not behind glass
Right by the front door!
A high trust society like we used to have too … ↗
Very sad to see this comment section. How the people I know must be "boring" and "not cool" while bragging about their own friends competing in who can drink more and labeling themselves "alcoholics" like it's a flex.
I'm glad most gen z's and younger seem better wired than this. They'll likely become the influence of my children instead of this sad bunch.
My company runs 4 SaaS products, and we used to be 4 developers (me included). Now we're down to 2 human devs, and neither of us writes code anymore.
AI agents now write 100% of our code.
(No exceptions)
This is a superpower!
But if all you're doing with it is dropping slop granades on an already slopped up internet, you're wasting it.
If you do it right, it can be the biggest competitive advantage you'll ever have.
But it requires discipline 👇
四个SaaS、两名开发者、100%代码由Agent生成均为作者自报。
▸ 折叠1条(转推/噪音)
转推2026-10-02 RT @SimonHoiberg: My company runs 4 SaaS products, and we used to be 4 developers (me included). Now we're down to 2 human devs, and neithe…
this little experiment i posted last friday was an overwhelming success. have spent the past week up to my ears onboarding companies.
i'm doing one more quick round at $1500/mo.
just 9 slots left. then will be launching the service publicly at $2000/mo.
DM me!
引用@ShpigfordDoing 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 … ↗
引用@ShpigfordI know I'm going to regret this but...
Anyone happen to have a .com/.co/.ai for sale that might work well for an SEO/AEO/GEO service?
DM me, please. 🫣 ↗
quick announcement: i'm abandoning literally everything.
going forward i'll be dedicating my life to the operation of miniature RC construction equipment.
https://t.co/Y3cHT4V6to
I think most SaaS will be apps inside AI agents within a few years.
OpenAI now lets plugins ship their own UI in ChatGPT.
Founders I've talked to got a wave of installs when they launched their plugin.
I also think that if this is true the next big thing in marketing might be AI store optimization.