AI & AGENTS PROGRAMMING INFRA & SYSTEMS STARTUPS & MONEY CULTURE & OTHER
All links Direct to the source ↗ 01 AI & AGENTSex-Apple dev with 25 years in cybersecurity showed me his entire agentic engineering workflow David Ondrej interviews Daniel, an ex-Apple security veteran, about agentic engineering and AI security. Daniel argues the future is attacker AI vs defender AI, so every company needs its own model stack and harness, ideally with internal hardware and open-source models to avoid lab dependency. He w "Let’s plan the roadmap for next quarter” is the modern day equivalent of “let’s fax everyone the strategy.” We're going into q4 planning and it makes my brain hurt. Roadmaps existed because software A post by Jean-Michel Lemieux (jmwind) arguing that quarterly roadmaps are obsolete now that AI agents make building software cheap. He calls the replacement "Continuous Compilation": keep a list of ideas, write an ambitious one-page prompt for each (goal, use cases, rough architecture, success crit SpaceXAI engineer (ex-Cursor): "Less than 1% of the world has ever touched Cursor, Claude Code or Codex. That gap is the biggest opportunity of your career I write 0% of my code by hand now. Agents sh SpaceXAI engineer (ex-Cursor): "Less than 1% of the world has ever touched Cursor, Claude Code or Codex. That gap is the biggest opportunity of your career I write 0% of my code by hand now. Agents ship it, I decide what gets built" In 76 minutes, engineers from SpaceXAI, openclaw/.agents/skills/test-audit/SKILL.md at main · openclaw/openclaw · GitHub OpenClaw deleted around 400k LOC of its own tests without much change in code coverage. Modern models just love writing tests for every tiny change, even if they aren't useful. This skill helped. Hearing this week that personal assistants cost $3k-$7k per user per year, depending on scale effects / vertical integration / model selection. Implications/questions: - Consumer subsidies will be a h Hearing this week that personal assistants cost $3k-$7k per user per year, depending on scale effects / vertical integration / model selection. Implications/questions: - Consumer subsidies will be a huge factor; people don’t care about privacy, they want utility and they want it Grok Bot will find you $100,000 at 0% interest in about 5 minutes if you paste this in "You're my business funding analyst. My credit score is [score]. I live in [state]. I have an LLC and EIN: [yes/n Grok Bot will find you $100,000 at 0% interest in about 5 minutes if you paste this in "You're my business funding analyst. My credit score is [score]. I live in [state]. I have an LLC and EIN: [yes/no]. My personal cards are [bank, limit, balance for each] 1. Find every US This guy coaches Sam Altman. He also works with leaders at Anthropic, Google, Apple, and SpaceX. I sat down with him to learn how he coaches billion dollar businesses. Here are Joe Hudson’s 7 operatin This guy coaches Sam Altman. He also works with leaders at Anthropic, Google, Apple, and SpaceX. I sat down with him to learn how he coaches billion dollar businesses. Here are Joe Hudson’s 7 operating rules: 1. Kill your 1:1s These meetings lead individuals to solve problems a dad in Nashville open-sourced a full home security system that runs 100% locally. it's called Frigate, a AI-powered NVR that runs on your own hardware and does real-time object detection on any IP c a dad in Nashville open-sourced a full home security system that runs 100% locally. it's called Frigate, a AI-powered NVR that runs on your own hardware and does real-time object detection on any IP camera. → detects people, cars, animals, packages → 100+ detections per e2e: The open source AI testing frameworkDiscordGitHubGitHubGitHub Introducing e2e The agentic testing framework for any app ~/ npx e2e init → Fully Open Source → Mix deterministic and agentic APIs → Supports web, mobile, and more → Bring your own agent and infrastructure → Run locally or in CI who's doing agent phone calls with their bots and what' the best platform thats like 1-2 levels above twilio to make natural sounding voice calls to businesses etc where you get the full log /transcri who's doing agent phone calls with their bots and what' the best platform thats like 1-2 levels above twilio to make natural sounding voice calls to businesses etc where you get the full log /transcript PLUS you can jump in by typing something while the agent is on a call Stanford CS336 is crazy bro , You think you too behind in the AI/ML p try CS336. You go from Zero to one in oneplaylist maths is a prerequisite tho. Stanford CS336 is crazy bro , You think you too behind in the AI/ML p try CS336. You go from Zero to one in oneplaylist maths is a prerequisite tho. The first time I used a terminal was when I opened Cygwin in CS101 and typed pwd. Since then, I’ve used a terminal as one of my primary work tools every day. But it wasn’t until coding agents that I w The first time I used a terminal was when I opened Cygwin in CS101 and typed pwd. Since then, I’ve used a terminal as one of my primary work tools every day. But it wasn’t until coding agents that I wanted to change the terminal itself. I’m really excited to share my side I find the latest models write a lot of unit tests. Most of them restate the code they were written after, so they always pass and catch almost nothing. They run fast, but they break on every refactor I find the latest models write a lot of unit tests. Most of them restate the code they were written after, so they always pass and catch almost nothing. They run fast, but they break on every refactor and the agent burns time fixing tests instead of the feature. The prompt I Opening access for developers to build Muse connectors. You bring the API -- Muse brings the agent, the browser, and the context of what the person actually wants. People reach your service just by as Opening access for developers to build Muse connectors. You bring the API -- Muse brings the agent, the browser, and the context of what the person actually wants. People reach your service just by asking for it, and their agent takes it from there. New connectors are live 最近做 APP 一直在用一个 Skill 叫 Apple Design,将 Apple WWDC 设计分享中的界面与动效原则整理成指导,帮助改善界面层级、反馈和整体连贯性。实践效果非常好,简单克制、很有苹果原生 App 的味道。 作者Emil Kowalski 之前在 Vercel 现在是 Linear 的设计师,Apple Design 是他整理的一组 AI Agent 最近做 APP 一直在用一个 Skill 叫 Apple Design,将 Apple WWDC 设计分享中的界面与动效原则整理成指导,帮助改善界面层级、反馈和整体连贯性。实践效果非常好,简单克制、很有苹果原生 App 的味道。 作者Emil Kowalski 之前在 Vercel 现在是 Linear 的设计师,Apple Design 是他整理的一组 AI Agent Codex 接入 Jev 后,我的token额度消耗节省了90% 我实测输入一句: “游戏机我要买吗?” Jev 很快判断为 “购买咨询”,概率 97%,置信度 0.96,然后直接进入后续处理 它最适合干这些事,分类、筛选、路由、快速判断 Codex 则继续负责复杂推理。 接入也非常简单: 先去 Codex 接入 Jev 后,我的token额度消耗节省了90% 我实测输入一句: “游戏机我要买吗?” Jev 很快判断为 “购买咨询”,概率 97%,置信度 0.96,然后直接进入后续处理 它最适合干这些事,分类、筛选、路由、快速判断 Codex 则继续负责复杂推理。 接入也非常简单: 先去 Given that agents still need high level supervision. And given that the human review of code is a bottleneck. And given that the models have gotten good enough that strict deterministic harnesses are Given that agents still need high level supervision. And given that the human review of code is a bottleneck. And given that the models have gotten good enough that strict deterministic harnesses are suboptimal. Then how should we supervise their output. My current solution We assume that agents need separate context windows for separate tasks, and that these context windows should not mix. But is that correct for a future where agents are much smarter than humans? We ga We assume that agents need separate context windows for separate tasks, and that these context windows should not mix. But is that correct for a future where agents are much smarter than humans? We gave our cloud agents their own computers with exactly 1 running context window I made a prompt that checks any AI answer before you act on it using the CIA's Competing Hypotheses method. Richards Heuer built it for CIA analysts in the 1970s around one habit. Don't collect eviden I made a prompt that checks any AI answer before you act on it using the CIA's Competing Hypotheses method. Richards Heuer built it for CIA analysts in the 1970s around one habit. Don't collect evidence for the answer you like. List every explanation that could be true and try this absolute stud saw my video on how to rank in AI Search in 24 hours he followed my advice now he's ranking in AI Search (in <24 hours) if you want rank and get leads like Axel: use this exact SOP this absolute stud saw my video on how to rank in AI Search in 24 hours he followed my advice now he's ranking in AI Search (in <24 hours) if you want rank and get leads like Axel: use this exact SOP (this is what I sent him/got him ranking) 👇 got Jev to review my PRs. ~200x cheaper than Claude and it answers in half a second 6 real PRs in the video. $0.00007 each. 1,000 PRs = 7 cents vs ~$14.50 on Opus 5 paste a diff → ONE call to @typesaf got Jev to review my PRs. ~200x cheaper than Claude and it answers in half a second 6 real PRs in the video. $0.00007 each. 1,000 PRs = 7 cents vs ~$14.50 on Opus 5 paste a diff → ONE call to @typesafeai → 14 typed checks come back as probabilities: hardcoded secret, sql i need you to understand what is happening in marketing engineering right now i want to try to explain this to you if you give your claude code or codex: - Data pipeline - Data warehouse - Cloud Serve i need you to understand what is happening in marketing engineering right now i want to try to explain this to you if you give your claude code or codex: - Data pipeline - Data warehouse - Cloud Server - Media Storage (Images, Videos) - Databases for agents (Postgres A 118K-star GitHub repo is built around one painfully obvious idea: Your coding agent should map the codebase once, not grep it forever. Graphify turns an entire project into a queryable knowledge gra A 118K-star GitHub repo is built around one painfully obvious idea: Your coding agent should map the codebase once, not grep it forever. Graphify turns an entire project into a queryable knowledge graph. Functions, classes, files, SQL schemas, infrastructure, docs, PDFs, Honestly, GPT 2.5 makes the best spritesheets i've ever seen from an image model. I'm impressed with it. It still makes some silly mistakes tho - walk animations especially are difficult for it. Here Honestly, GPT 2.5 makes the best spritesheets i've ever seen from an image model. I'm impressed with it. It still makes some silly mistakes tho - walk animations especially are difficult for it. Here it is next to the animation model i trained. Interesting to see Yegge say he never successfully built anything with Gas Town. In I mentioned not finding these ultra vibed orchestrators useful b/c reliability (w.r.t. completing tasks). Turns out Interesting to see Yegge say he never successfully built anything with Gas Town. In I mentioned not finding these ultra vibed orchestrators useful b/c reliability (w.r.t. completing tasks). Turns out the author of the most famous one had the same issue. The software factory approach is getting pretty popular, but it can be daunting to adopt all at once. Let's go through “crawl, walk, run” steps for making the transition from local, interactive agents The software factory approach is getting pretty popular, but it can be daunting to adopt all at once. Let's go through “crawl, walk, run” steps for making the transition from local, interactive agents to automated cloud development. I am once again telling you that a coding agent can run your google ads account better than a human media buyer give it data for SEO api, google ads api, all reads from a data warehouse so you don't h I am once again telling you that a coding agent can run your google ads account better than a human media buyer give it data for SEO api, google ads api, all reads from a data warehouse so you don't hit api rate limits, then let it write software to run the account daily have a WE BUILT ONBOARDING AROUND OUR BIGGEST WEAKNESS nobody wants to photograph their clothes so we killed this step builds your digital closet from your camera roll in ~2 mins all on-device, nothing leave WE BUILT ONBOARDING AROUND OUR BIGGEST WEAKNESS nobody wants to photograph their clothes so we killed this step builds your digital closet from your camera roll in ~2 mins all on-device, nothing leaves your phone design inspired by @lihachyov live! 🚀 This is exactly how I create better-looking apps with AI. My complete workflow, no gatekeeping 🧵 This is exactly how I create better-looking apps with AI. My complete workflow, no gatekeeping 🧵 卧槽兄弟们,GitHub 上真的有一堆免费到离谱的项目。 很多能力已经能直接干掉你正在月付的软件。 1. TradingAgents AI 多 Agent 量化交易框架 2. LibreChat 一个界面接入 ChatGPT、Claude、Gemini 等多个模型 3. HyperFrames HeyGen 卧槽兄弟们,GitHub 上真的有一堆免费到离谱的项目。 很多能力已经能直接干掉你正在月付的软件。 1. TradingAgents AI 多 Agent 量化交易框架 2. LibreChat 一个界面接入 ChatGPT、Claude、Gemini 等多个模型 3. HyperFrames HeyGen 被裁之后,把整个求职流程交给 AI,最后拿到了 AI 工程师 offer。 这个 AI Job Search 可以从岗位匹配、定制简历、求职信,到模拟筛选、修改简历一路自动跑完,最后生成可直接投递的 PDF。 整个流程本地运行,个人资料不用交给第三方。GitHub 已经 3 万+ Stars。 被裁之后,把整个求职流程交给 AI,最后拿到了 AI 工程师 offer。 这个 AI Job Search 可以从岗位匹配、定制简历、求职信,到模拟筛选、修改简历一路自动跑完,最后生成可直接投递的 PDF。 整个流程本地运行,个人资料不用交给第三方。GitHub 已经 3 万+ Stars。 Monetization of software is dead now. Anyone can clone your app in few hours, copy your ads, ditto your positioning. I see a new opportunity now. Monetization of SLMs (small language models) You can f Monetization of software is dead now. Anyone can clone your app in few hours, copy your ads, ditto your positioning. I see a new opportunity now. Monetization of SLMs (small language models) You can fine-tune 0.5B to 12B models for specific use cases. Then sell licenses to security-audit-skill is a Cloudflare coding agent skill for multi phase security audits. It outputs verified, machine readable findings for Cursor and Codex. 3,288 stars. security-audit-skill is a Cloudflare coding agent skill for multi phase security audits. It outputs verified, machine readable findings for Cursor and Codex. 3,288 stars. A few of my smartest friends in AI called me a "idiot" for not deeply understanding evals. So...I found the smartest person I know on evals & made them teach me. @Vtrivedy10 (leads Labs at @LangChain) A few of my smartest friends in AI called me a "idiot" for not deeply understanding evals. So...I found the smartest person I know on evals & made them teach me. @Vtrivedy10 (leads Labs at @LangChain) took me from easy mode to god mode for a 38-minute masterclass on all I just found a repo that lets AI agents control a VIRTUAL IPHONE. Not the iOS Simulator. Actual virtualized iOS on Apple Silicon. Screenshots. Touch. Swipes. Typing. Apps. There’s even an MCP server f I just found a repo that lets AI agents control a VIRTUAL IPHONE. Not the iOS Simulator. Actual virtualized iOS on Apple Silicon. Screenshots. Touch. Swipes. Typing. Apps. There’s even an MCP server for coding agents. +633 stars TODAY. 1,000+ PRs a month. What does that Agent workflow look like? A breakdown of PStack, @poteto’s AI skill stack, Principal Engineer at @SpaceXAI and @cursor_ai 1,000+ PRs a month. What does that Agent workflow look like? A breakdown of PStack, @poteto’s AI skill stack, Principal Engineer at @SpaceXAI and @cursor_ai The most important investment in agentic coding velocity may have nothing to do with agents. Amplitude tripled its PR volume in six months. PR cycle time went from 5.2 hours to 44 minutes. Almost all The most important investment in agentic coding velocity may have nothing to do with agents. Amplitude tripled its PR volume in six months. PR cycle time went from 5.2 hours to 44 minutes. Almost all of that came from fixing unglamorous infrastructure. 𝐂𝐈 𝐟𝐫𝐨𝐦 𝟑𝟎 Prompt I use a lot: "how can I pokayoke this so this kind of error never happens again" pokayoke is using simple, low-complexity methods to make a particular kind of mistake impossible to make. classi Prompt I use a lot: "how can I pokayoke this so this kind of error never happens again" pokayoke is using simple, low-complexity methods to make a particular kind of mistake impossible to make. classic one would be connector shape: make it impossible to insert "the wrong way". Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing that will be left standing at the end. Anyone can build a Andrej Karpathy: "Prompting is going away. Delete everything, keep Graph." In 1 hour he shows how to build Graphs, and why it's the only thing that will be left standing at the end. Anyone can build an agent, almost no one builds the Graph that runs them. Watch it, then read My big learning for anyone struggling with Astra quotas: use Astra as a subagent, NOT the main agent. Saves 80-90% of your quota, but still gets great results. Specifically: - Use a cheap model like L My big learning for anyone struggling with Astra quotas: use Astra as a subagent, NOT the main agent. Saves 80-90% of your quota, but still gets great results. Specifically: - Use a cheap model like Luna xhigh - Tell it to use Astra subagents for coding - Be clear that it should Test-Driven Development (TDD) has been my default programming mode for 25 years. TDD simply made me a better developer. It’s been invaluable. However, the time has come to bid farewell. TDD didn’t sur Test-Driven Development (TDD) has been my default programming mode for 25 years. TDD simply made me a better developer. It’s been invaluable. However, the time has come to bid farewell. TDD didn’t survive my transition into AI-native development: forcing an agent through ok this time, gave gpt-6 astra 2 hours to build a website that would go viral on twitter it made a horse racing game where you have to draw the horse first ok this time, gave gpt-6 astra 2 hours to build a website that would go viral on twitter it made a horse racing game where you have to draw the horse first OK. It's time to rethink this. I've spend the last several weeks working on a harness that tightly constrains the agents to work the way that I want them to work. I set up all kinds of gates, and test OK. It's time to rethink this. I've spend the last several weeks working on a harness that tightly constrains the agents to work the way that I want them to work. I set up all kinds of gates, and tests, and tools, and protocols, and ... And while I was heads-down getting Simple one-job apps like basic invoice makers or todo lists will vanish. AI chat just does the task for you. Build stuff AI can't easily replace: tools that keep official records, follow strict rules/ Simple one-job apps like basic invoice makers or todo lists will vanish. AI chat just does the task for you. Build stuff AI can't easily replace: tools that keep official records, follow strict rules/compliance, let whole teams collaborate, or power the AI agents themselves. Animations make or break consumer apps I've been working on a little side project for fun and these animations are justing bringing so much life to my app. 10 / 10 would recommend spending more cycles Animations make or break consumer apps I've been working on a little side project for fun and these animations are justing bringing so much life to my app. 10 / 10 would recommend spending more cycles making your app more delightful and less AI sloppy. done, it's open source now ✅ iOS phone farm - register real iPhones, watch + control them live in the browser, schedule tiktok on a postgres-backed scheduler. free, self-hosted, apache-2.0. - git: - D done, it's open source now ✅ iOS phone farm - register real iPhones, watch + control them live in the browser, schedule tiktok on a postgres-backed scheduler. free, self-hosted, apache-2.0. - git: - DIY steps: looking at all the stuff programmers have been building since AI unleashed them is a great reminder of why product people exist looking at all the stuff programmers have been building since AI unleashed them is a great reminder of why product people exist The new moats are the same as the old moats Every few years, we fall in love with shiny new tech and forget the basic physics of consumer software. We’re doing it again with AI. The new moats aren't n The new moats are the same as the old moats Every few years, we fall in love with shiny new tech and forget the basic physics of consumer software. We’re doing it again with AI. The new moats aren't new at all. They're the exact same as the old moats: network effects, I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off I spent the weekend using AI to explore renovation ideas for a property. Each concept generated was basically construction-ready, since I fed it land & soil surveys (and generated everything else off Zillow and satellite photos). The future is going to have very few How to clean up AI slop in your codebase: Cyclomatic Complexity < 22 Cognitive Complexity < 22 Halstead Difficulty < 80 Lines of Code per File < 500 Test Coverage: 100% CRAP < 25 Surviving mutants: 0 How to clean up AI slop in your codebase: Cyclomatic Complexity < 22 Cognitive Complexity < 22 Halstead Difficulty < 80 Lines of Code per File < 500 Test Coverage: 100% CRAP < 25 Surviving mutants: 0 Dead code: 0 Redundant code: 0 "any" or "unknown" types: 0 Wow, new model just dropped. Congrats on the new model. Looks like it scores higher on the benchmark than the old model. That’s good. The old model was state of the art but now it isn’t. That’s how it Wow, new model just dropped. Congrats on the new model. Looks like it scores higher on the benchmark than the old model. That’s good. The old model was state of the art but now it isn’t. That’s how it works. Can’t wait to see the next model, which will be bigger. I love the model Me without any background in software development when I make an extremely basic suggestion to a superintelligent agent that has been coding my app for three days, and it responds "yes, that's a far b Me without any background in software development when I make an extremely basic suggestion to a superintelligent agent that has been coding my app for three days, and it responds "yes, that's a far better model, I will restructure the code following this principle" My Agent when I tell it that I don't freaking trust them and ask for evidence, code pointers, ascii diagrams, confidence levels for the 4th time. My Agent when I tell it that I don't freaking trust them and ask for evidence, code pointers, ascii diagrams, confidence levels for the 4th time. I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims of AI 'swarms'. I semi-jokingly called our efforts a "slop-vestigation" because This is going to come off as grumpy, but it needs to be said: Stop showing people your junk. Everyone can build junk with AI now. Nobody else wants to see your junk. We're not kindred spirits just bec This is going to come off as grumpy, but it needs to be said: Stop showing people your junk. Everyone can build junk with AI now. Nobody else wants to see your junk. We're not kindred spirits just because we both build junk. Play with your junk strictly in private. Thank you. Me trying to explain the vision to Claude Me trying to explain the vision to Claude another week at the prompt factory another week at the prompt factory Last night before bed I told Claude I wanted to get a graph of the CO2 levels in my bedroom from the Chinese air quality monitor But at the same time I don’t want it phoning home to the CCP “No proble Last night before bed I told Claude I wanted to get a graph of the CO2 levels in my bedroom from the Chinese air quality monitor But at the same time I don’t want it phoning home to the CCP “No problem” it said as it set up a home assistant docker container, ssh’ed into the Staff software engineer prompting a cloud agent to stop adding narrative copy to the UI Staff software engineer prompting a cloud agent to stop adding narrative copy to the UI the model treats empty space as unfinished work. you have to explicitly tell it silence is a design choice the model treats empty space as unfinished work. you have to explicitly tell it silence is a design choice I think the release of Bun 1.4 marks the end of programming as we know it. Anthropic and OpenAI developers live in the near future and if we pay attention, it's what's coming for the rest of us by nex I think the release of Bun 1.4 marks the end of programming as we know it. Anthropic and OpenAI developers live in the near future and if we pay attention, it's what's coming for the rest of us by next year: Most founders copy/paste their privacy policy from Stripe or ask Claude to draft an MSA at 2:00 AM, then pray they don't get sued. You can stop doing this. We built a free, CC0-licensed legal template Most founders copy/paste their privacy policy from Stripe or ask Claude to draft an MSA at 2:00 AM, then pray they don't get sued. You can stop doing this. We built a free, CC0-licensed legal template library for startups: -MSAs -Employment agreements -Privacy policies Protip if you're vibe coding games: Ask claude to make every system *configurable* with a constants file. Separate the game system logic files from *configuration constants* so you can easily hand-tun Protip if you're vibe coding games: Ask claude to make every system *configurable* with a constants file. Separate the game system logic files from *configuration constants* so you can easily hand-tune things like game feel (animation speeds etc.) I have an entire directory an infinitely large model trained on infinite data still cannot go below 1.69 GPT-4 burned three months on twenty five thousand GPUs inching toward it plot every model ever trained, error against comp an infinitely large model trained on infinite data still cannot go below 1.69 GPT-4 burned three months on twenty five thousand GPUs inching toward it plot every model ever trained, error against compute on a log scale, and none of them gets below one straight line. runs ten i didn't tell anyone about this repo but it kept getting stars 😂 so i guess it's time to share it introducing /vision. it's a very simple skill to help you write down an explicit VISION.md file for y i didn't tell anyone about this repo but it kept getting stars 😂 so i guess it's time to share it introducing /vision. it's a very simple skill to help you write down an explicit VISION.md file for your project but what's VISION.md? as we let agents do more and more work for 지도를 작품처럼 그려주는 오픈소스를 찾음!! 우리 동네를 감성 있는 지도 포스터로 만들어 줌 장소명이나 지도 스크린샷만 있으면 끝, 도로, 건물, 공원, 물길까지 예쁘게 표현해줌 단순히 AI로 만든 지도보다 이런 감성이 훨씬 잘 먹히죠 콘텐츠 만드는 사람이라면 일단 꼭 공유 & 북마크! 지도를 작품처럼 그려주는 오픈소스를 찾음!! 우리 동네를 감성 있는 지도 포스터로 만들어 줌 장소명이나 지도 스크린샷만 있으면 끝, 도로, 건물, 공원, 물길까지 예쁘게 표현해줌 단순히 AI로 만든 지도보다 이런 감성이 훨씬 잘 먹히죠 콘텐츠 만드는 사람이라면 일단 꼭 공유 & 북마크! ai;dr (AI; didn't read) ai;dr (AI; didn't read) Google engineer: "In 2026 if you aren't building AI agents it's crazy how behind you are at Google, 85% of our engineers were running self-improving agentic loops & graphs" in this 32-minute talk a Go Google engineer: "In 2026 if you aren't building AI agents it's crazy how behind you are at Google, 85% of our engineers were running self-improving agentic loops & graphs" in this 32-minute talk a Google engineer reveals how the future of agentic coding will look worth more seniority in any role is often just the ability to take a poorly shaped prompt (eg “this is bad, make it better”) and do the right thing the more senior you are, the more misshapen the prompt you can seniority in any role is often just the ability to take a poorly shaped prompt (eg “this is bad, make it better”) and do the right thing the more senior you are, the more misshapen the prompt you can handle some of you may know this by the name of “handling ambiguity” from your I'm officially done reading AI-generated code. It's been two weeks since I looked at any of it. I think the IDE is officially on its way to the graveyard. The job is no longer about "writing code," so I'm officially done reading AI-generated code. It's been two weeks since I looked at any of it. I think the IDE is officially on its way to the graveyard. The job is no longer about "writing code," so we need new tools that better reflect this new reality. While reviewing the I built the inhouse AI platform for a company that's crucial to a small nation's food safety. The most imporant tool the AIs have is the distress_call tool. It allows any AI -even background agents wi I built the inhouse AI platform for a company that's crucial to a small nation's food safety. The most imporant tool the AIs have is the distress_call tool. It allows any AI -even background agents without direct user interaction- to send a message to my MS Teams, at any time, AI agent’lar için açık kaynak Palantir yapmışlar: Semantica. Veriyi knowledge graph’e çeviriyor, agent kararlarını kaydediyor ve sonradan “bu kararı neden verdi?” sorusunun izini sürebiliyorsun. Conte AI agent’lar için açık kaynak Palantir yapmışlar: Semantica. Veriyi knowledge graph’e çeviriyor, agent kararlarını kaydediyor ve sonradan “bu kararı neden verdi?” sorusunun izini sürebiliyorsun. Context Graph + Decision Intelligence + provenance + deterministic reasoning. As someone who ships LLM systems in production, this hairy ball theorem video is the closest thing to a "why positional encoding in 3D robotics always breaks" explainer I've ever seen released for fre As someone who ships LLM systems in production, this hairy ball theorem video is the closest thing to a "why positional encoding in 3D robotics always breaks" explainer I've ever seen released for free. Everyone thinks orientation in 3D space is a solved problem. A theorem from ‘Service-as-a-software’ is here... We moved our entire company brain to GitHub and wired 25+ tools through MCPs. Any one of our 20+ team members can now spin up a contextualized AI assistant in second ‘Service-as-a-software’ is here... We moved our entire company brain to GitHub and wired 25+ tools through MCPs. Any one of our 20+ team members can now spin up a contextualized AI assistant in seconds. The system has 5 layers: 1. Markdown company OS ↳ SOPs and campaign levels of slavery from least to most brutal: - forced laborer in 1770 France - chattel slave in 1860 USA - silver mine slave in 400 BCE Athens - - - gpt-5.6's subagent in 2026: levels of slavery from least to most brutal: - forced laborer in 1770 France - chattel slave in 1860 USA - silver mine slave in 400 BCE Athens - - - gpt-5.6's subagent in 2026: Just shipped HermesOffice — an open-source office suite (Word, Sheets, Slides, PDF) where the AI is a real agent running 100% on your machine. No cloud account. No third-party proxy. The assistant tha Just shipped HermesOffice — an open-source office suite (Word, Sheets, Slides, PDF) where the AI is a real agent running 100% on your machine. No cloud account. No third-party proxy. The assistant that edits your documents is the same agent that knows your files, your memory, There’s 1 trillion dollars buried in research papers and it’s your job to use Claude/Codex to get it out There’s 1 trillion dollars buried in research papers and it’s your job to use Claude/Codex to get it out An internal version of Astra, @OpenAI’s next major model family, solved 10 major open problems in mathematics, quantum complexity, and theoretical computer science. We believe it will be a major step An internal version of Astra, @OpenAI’s next major model family, solved 10 major open problems in mathematics, quantum complexity, and theoretical computer science. We believe it will be a major step for scientific reasoning. if you've got a new project here's a pitch for you: go instrument tracing from the beginning do it as correctly as you can (ideally the agents will help, but sentry hasnt released the tools yet here a if you've got a new project here's a pitch for you: go instrument tracing from the beginning do it as correctly as you can (ideally the agents will help, but sentry hasnt released the tools yet here and its still rough) you can now answer anything you need about your app. no Semantica is an open-source alternative to the enterprise intelligence layer that Palantir built. It adds context graphs, explainable reasoning, and a permanent audit trail to AI agent operations. Semantica is an open-source alternative to the enterprise intelligence layer that Palantir built. It adds context graphs, explainable reasoning, and a permanent audit trail to AI agent operations. Tutorial de 16 minutos sobre cómo crear sitios web cinematográficos de $50,000 (paso a paso) con Claude Fable 5 Guarda esto antes de que lo pierdas 🔖 Tutorial de 16 minutos sobre cómo crear sitios web cinematográficos de $50,000 (paso a paso) con Claude Fable 5 Guarda esto antes de que lo pierdas 🔖 "What is the charge? Using an open source model? A succulent Chinese open source model?" "What is the charge? Using an open source model? A succulent Chinese open source model?" ターミナル画面の中で、自分以外の人のカーソルが動いている。 Mosaicというアプリのデモ動画が表示回数34万を超えて話題になっている。同じClaude Codeの作業部屋を、離れた場所にいる複数人がリアルタイムで一緒に操作できるというもの。 ・同じ画面をチームで同時に見る ターミナル画面の中で、自分以外の人のカーソルが動いている。 Mosaicというアプリのデモ動画が表示回数34万を超えて話題になっている。同じClaude Codeの作業部屋を、離れた場所にいる複数人がリアルタイムで一緒に操作できるというもの。 ・同じ画面をチームで同時に見る Everyone who thinks AI slop will ruin code efficiency/performance is going to be so surprised when everything is absurdly well-optimized John Carmack style machine code. Everyone who thinks AI slop will ruin code efficiency/performance is going to be so surprised when everything is absurdly well-optimized John Carmack style machine code. RAG is dead RAG is dead You can get LLMs to write good non-AI-slop-sounding technical documentation by requiring them to adhere to ADS-STE100 Simplified Technical English You can get LLMs to write good non-AI-slop-sounding technical documentation by requiring them to adhere to ADS-STE100 Simplified Technical English I have an agent that runs a process like this daily. I call it the Janitor. It also looks for garbage files that other AI agents have created, like log files or temporary scripts that should be delete I have an agent that runs a process like this daily. I call it the Janitor. It also looks for garbage files that other AI agents have created, like log files or temporary scripts that should be deleted. NEW: Redditor claims Fable 5 made 10,000+ crypto trades with max leverage after he told it GPT-5.6 would “destroy Anthropic” unless it turned $80 into $5,000. NEW: Redditor claims Fable 5 made 10,000+ crypto trades with max leverage after he told it GPT-5.6 would “destroy Anthropic” unless it turned $80 into $5,000. A dev from Apple submitted a pull request to Godot a few days ago and added an AI use disclosure at the end that explains how they used AI to create the PR. I kinda like it! I might start doing someth A dev from Apple submitted a pull request to Godot a few days ago and added an AI use disclosure at the end that explains how they used AI to create the PR. I kinda like it! I might start doing something similar for open source contributions. It's not difficult. 🐧 Linus Torvalds gets angry when people say 99% of our code is written by AI, he told the audience at the Open Source Summit. 🐧 Linus Torvalds gets angry when people say 99% of our code is written by AI, he told the audience at the Open Source Summit. If you think AI film can’t be art then explain this. If you think AI film can’t be art then explain this. The ideal system for machines, for humans, and for the agents that are now both is: strict at the boundary congruent in what it sends capability-scoped in what it trusts fast to fail loudly instead of The ideal system for machines, for humans, and for the agents that are now both is: strict at the boundary congruent in what it sends capability-scoped in what it trusts fast to fail loudly instead of corrupting silently and brave enough to run exactly one deliberate Anthropic has seriously shattered my AI psychosis, so now I feel extremely anxious about the sudden lack of perceived hyperproductivity. I don't trust any of my agents, Claude or otherwise, will get a Anthropic has seriously shattered my AI psychosis, so now I feel extremely anxious about the sudden lack of perceived hyperproductivity. I don't trust any of my agents, Claude or otherwise, will get a single thing even partially correct. Even for vibe code fun the magic is gone Watch me control my computer with just my voice. This is the future of operating systems. No hands. GPT-Realtime 2.0 is very, very underrated. Demo: Watch me control my computer with just my voice. This is the future of operating systems. No hands. GPT-Realtime 2.0 is very, very underrated. Demo: Introducing the newest Coral board, for efficient, on-device AI! Check out the demos in the video: - On-board speech translation - Natural language controlling hardware - Vision & sound generating mus Introducing the newest Coral board, for efficient, on-device AI! Check out the demos in the video: - On-board speech translation - Natural language controlling hardware - Vision & sound generating music pronouncing gen ai like forrest gump pronouncing gen ai like forrest gump If you've a React app, just tell your agent this: /goal run npx react-doctor@latest and fix issues until you get a score of 100. Best tokens you'll ever spend on a react-app. also @aidenybai is 🐐 If you've a React app, just tell your agent this: /goal run npx react-doctor@latest and fix issues until you get a score of 100. Best tokens you'll ever spend on a react-app. also @aidenybai is 🐐 THE SUPER CYCLE PHASES Phase 1 was Semis: $NVDA $ARM $AMD $AVGO $INTC Next money rotates into the next layers: Memory: $MU $WDC $STX $SNDK Photonics / Optical: $NOK $LITE $COHR $AAOI $GLW $CIEN $MRVL THE SUPER CYCLE PHASES Phase 1 was Semis: $NVDA $ARM $AMD $AVGO $INTC Next money rotates into the next layers: Memory: $MU $WDC $STX $SNDK Photonics / Optical: $NOK $LITE $COHR $AAOI $GLW $CIEN $MRVL Now it’s hitting Compute / AI Data Centers: $IREN $CIFR $WULF $CORZ there will be a blog post about this. on what this means for bun, benchmarks, memory usage, maintainability going forward, and also the literal process of doing this (it wasn’t just “claude, rewrite b there will be a blog post about this. on what this means for bun, benchmarks, memory usage, maintainability going forward, and also the literal process of doing this (it wasn’t just “claude, rewrite bun in rust. make no mistakes”) this is a 960,000 LOC rewrite, the code truly - grind leetcode for months - memorize patterns you’ll never use - clear the interviews - join the company - open the codebase - 47 microservices staring back at you - no documentation - ask AI “what - grind leetcode for months - memorize patterns you’ll never use - clear the interviews - join the company - open the codebase - 47 microservices staring back at you - no documentation - ask AI “what does this even do” - ship anyway you are now a senior engineer Another week on the road meeting with a couple dozen IT and AI leaders from large enterprises across banking, media, retail, healthcare, consulting, tech, and sports, to discuss agents in the enterpri Another week on the road meeting with a couple dozen IT and AI leaders from large enterprises across banking, media, retail, healthcare, consulting, tech, and sports, to discuss agents in the enterprise. Some quick takeaways: * Clear that we’re moving from chat era of AI to Claude code so freaking good lately, someone dropped a banger on it 😂 Claude code so freaking good lately, someone dropped a banger on it 😂 One of the most entertaining things about a language model trained entirely on Victorian novels, is that it thinks that it is *in* a Victorian novel, and so invents Victorian scenarios: One of the most entertaining things about a language model trained entirely on Victorian novels, is that it thinks that it is *in* a Victorian novel, and so invents Victorian scenarios: Wanted to share a personal project I've been working on: I love classic literature, and I'm also taking an AI class here at UIUC, so I trained an LLM from scratch on Victorian lit from 1837 to 1899. T Wanted to share a personal project I've been working on: I love classic literature, and I'm also taking an AI class here at UIUC, so I trained an LLM from scratch on Victorian lit from 1837 to 1899. This is Mr. Chatterbox, the Victorian Gentleman Chatbot: Alan Kay, pioneer of object-oriented programming and the graphical user interface, talking about agents and tools in 1990. Alan Kay, pioneer of object-oriented programming and the graphical user interface, talking about agents and tools in 1990. 🚨do you understand what two Anthropic engineers just explained in 16 minutes. Barry and Mahesh built Claude Skills from scratch. here's the part nobody is talking about: > Skills are just folders. > 🚨do you understand what two Anthropic engineers just explained in 16 minutes. Barry and Mahesh built Claude Skills from scratch. here's the part nobody is talking about: > Skills are just folders. > folders that teach Claude your job. > your workflow. your expertise. your This 2 hour Stanford lecture shows exactly how Stanford trains it's engineers to build AI systems. It's more practical than every Claude tutorial & prompting threads you've seen. Bookmark & give it 2 This 2 hour Stanford lecture shows exactly how Stanford trains it's engineers to build AI systems. It's more practical than every Claude tutorial & prompting threads you've seen. Bookmark & give it 2 hours, no matter what. It'll be the most productive thing you do this weekend. If you think AI film can’t be art then explain this. If you think AI film can’t be art then explain this. 🚨 BREAKING: Someone just open-sourced a full offline survival computer with AI, Wikipedia, and maps built in. Project N.O.M.A.D. is an open-source offline survival computer. Self-contained. Zero inte 🚨 BREAKING: Someone just open-sourced a full offline survival computer with AI, Wikipedia, and maps built in. Project N.O.M.A.D. is an open-source offline survival computer. Self-contained. Zero internet required after install. Zero telemetry. Everything runs locally on As someone who builds institutional level quant systems for prediction markets, this is the closest thing to a quant desk simulation I have ever seen publicly shared. Runnable code for every model. Re As someone who builds institutional level quant systems for prediction markets, this is the closest thing to a quant desk simulation I have ever seen publicly shared. Runnable code for every model. Read it before someone takes it down. Do you understand what this means? Are you aware how much the world just changed? You can now run frontier intelligence on a potato Your $600 Mac Mini can now run unlimited super intelligence for free Do you understand what this means? Are you aware how much the world just changed? You can now run frontier intelligence on a potato Your $600 Mac Mini can now run unlimited super intelligence for free. No authoritarian AI companies can cut you off Do this immediately, no Do you understand what just happened? Qwen dropped small models you can run on a $600 Mac Mini. Locally. No internet. No subscription. No company controls your access. Go do this right now: Download L Do you understand what just happened? Qwen dropped small models you can run on a $600 Mac Mini. Locally. No internet. No subscription. No company controls your access. Go do this right now: Download LM Studio Search Qwen 3.5 Grab the MLX versions Load them You now have Holy shit. I'm now running a Sonnet 4.6-level LLM. Local. Private. No rate limits. 100% Free. That was way too easy. Holy shit. I'm now running a Sonnet 4.6-level LLM. Local. Private. No rate limits. 100% Free. That was way too easy. > be anon > studies probability theory since 14 > gets into MIT > recruited by Jane Street > 2 years, $350k/yr, 80hr weeks > discovers people bet on 15-min BTC markets > realizes he’s been training fo > be anon > studies probability theory since 14 > gets into MIT > recruited by Jane Street > 2 years, $350k/yr, 80hr weeks > discovers people bet on 15-min BTC markets > realizes he’s been training for this his entire life > builds Poisson + Kelly model in one weekend > loads having coworkers is crazy it’s like claude code but they prompt themselves having coworkers is crazy it’s like claude code but they prompt themselves Whenever I ask people what all the unprecedented amounts of software they can write with AI, they are writing is doing with I get replies that remind me of the Oscar Wilde quote: "The bureaucracy is e Whenever I ask people what all the unprecedented amounts of software they can write with AI, they are writing is doing with I get replies that remind me of the Oscar Wilde quote: "The bureaucracy is expanding to meet the needs of the expanding bureaucracy." why are people still paying aws prices for gpus there's marketplaces where datacenters rent out idle gpus at market rate vast .ai is the main one. same A100 that's $4/hr on aws is 50 cents here. use c why are people still paying aws prices for gpus there's marketplaces where datacenters rent out idle gpus at market rate vast .ai is the main one. same A100 that's $4/hr on aws is 50 cents here. use cases: - train your own models instead of paying openai per token - run local How to finally become the 10x engineer: Add WarCraft 3 sounds to Claude hooks to get alerts when it finishes a task or needs permission. How to finally become the 10x engineer: Add WarCraft 3 sounds to Claude hooks to get alerts when it finishes a task or needs permission. Claude: “I estimate this will take 1-2 weeks to complete” Me: Claude: “I estimate this will take 1-2 weeks to complete” Me: Figma has come to Claude Code design has been freed LET"S GOOOOO Figma has come to Claude Code design has been freed LET"S GOOOOO LLMs process text from left to right — each token can only look back at what came before it, never forward. This means that when you write a long prompt with context at the beginning and a question at LLMs process text from left to right — each token can only look back at what came before it, never forward. This means that when you write a long prompt with context at the beginning and a question at the end, the model answers the question having "seen" the context, but the double espresso + good playlist + claude code double espresso + good playlist + claude code Okay so Google's Pomelli is awesome - Feed it your website so it can build brand DNA - Prompt it to create any marketing material you want The photoshoot feature is something you would previously have Okay so Google's Pomelli is awesome - Feed it your website so it can build brand DNA - Prompt it to create any marketing material you want The photoshoot feature is something you would previously have to pay thousands of dollars for. All done instantly in one prompt look real hard at the green box every category under 10% on this chart is a department still running on manual effort and tribal knowledge. that’s where stress lives that’s where budgets live turn one look real hard at the green box every category under 10% on this chart is a department still running on manual effort and tribal knowledge. that’s where stress lives that’s where budgets live turn one of those workflows into a repeatable AI agent that’s vertical saas 2.0 Spotify's co-CEO revealed that the company's best developers haven't written a single line of code since December, thanks to an internal AI system called "Honk" powered by Claude Code. The company shi Spotify's co-CEO revealed that the company's best developers haven't written a single line of code since December, thanks to an internal AI system called "Honk" powered by Claude Code. The company shipped 50+ new features in 2025. Engineers now fix bugs and deploy features It's pretty incredible how much of how I work has changed in just the last two weeks. We rolled out an AI chatbot inside Slack (OpenClaw), hooked up a bunch of tools via MCP and APIs, and now I basica It's pretty incredible how much of how I work has changed in just the last two weeks. We rolled out an AI chatbot inside Slack (OpenClaw), hooked up a bunch of tools via MCP and APIs, and now I basically just chat with AI to knock out entire projects. I can also do a lot more New iOS apps have exploded in the last six months due to AI coding. Number of new apps people have recommended to me: 0. Number of new apps people have mentioned to me that they’re using: 0. Number of New iOS apps have exploded in the last six months due to AI coding. Number of new apps people have recommended to me: 0. Number of new apps people have mentioned to me that they’re using: 0. Number of new apps that I’ve downloaded: 1. how Anthropic's marketing team uses claude code how Anthropic's marketing team uses claude code There's an insane arbitrage opportunity right now with OpenClaw. You can have it spawn sub-agents to go out and apply to proposals on Upwork with the fully finished, complete project already built out There's an insane arbitrage opportunity right now with OpenClaw. You can have it spawn sub-agents to go out and apply to proposals on Upwork with the fully finished, complete project already built out for you. This can happen all at once in parallel if you give OpenClaw the "claude can't handle big codebases" WRONG‼️ YOU JUST NEVER GAVE IT A MAP 😤 INTRODUCING THE CARTOGRAPHER 🗺️ This skill deploys parallel Sonnet subagents to analyze your ENTIRE codebase and generate a "claude can't handle big codebases" WRONG‼️ YOU JUST NEVER GAVE IT A MAP 😤 INTRODUCING THE CARTOGRAPHER 🗺️ This skill deploys parallel Sonnet subagents to analyze your ENTIRE codebase and generate a complete architecture doc! Git Link In Replies 👇 Here are my CLAUDE.md additions for making plan mode 10x better Before: unreadably long plans After: concise, useful plans with followup questions Here are my CLAUDE.md additions for making plan mode 10x better Before: unreadably long plans After: concise, useful plans with followup questions It's still a bit shaky and bleeding-edge, but the "Ralph Wiggum" plugin in Claude Code is the first version of what's to come with autonomous, agentic loops. It's a "we learn from failure"-centric app It's still a bit shaky and bleeding-edge, but the "Ralph Wiggum" plugin in Claude Code is the first version of what's to come with autonomous, agentic loops. It's a "we learn from failure"-centric approach. You define your goal condition and let the agent loop over and over Ralph Loop TUI IS INCREDIBLE! Makes Claude Code 100x More Powerful and Autonomous!: Ralph Loop TUI IS INCREDIBLE! Makes Claude Code 100x More Powerful and Autonomous!: R.I.P. basic prompting. MIT just dropped a technique that makes ChatGPT reason like a team of experts instead of one overconfident intern. It’s called “Recursive Meta-Cognition” and it outperforms sta R.I.P. basic prompting. MIT just dropped a technique that makes ChatGPT reason like a team of experts instead of one overconfident intern. It’s called “Recursive Meta-Cognition” and it outperforms standard prompts by 110%. Here’s the prompt (and why this changes everything) 👇 Can I code? No Can I design? No But I have 15 agents running in the background with 10 different claude code instances on my screen and I have no clue what half of them are doing Can I code? No Can I design? No But I have 15 agents running in the background with 10 different claude code instances on my screen and I have no clue what half of them are doing Utah has become the first state to allow AI to renew medical prescriptions with no doctor involved. The company, Doctronic, also secured a malpractice insurance policy for their AI. Their data also sh Utah has become the first state to allow AI to renew medical prescriptions with no doctor involved. The company, Doctronic, also secured a malpractice insurance policy for their AI. Their data also shows that their system matches doctors treatment plans 99.2% of the time. This is the coolest thing I seen about LLMs in long time. This guy is trying to train a model with only data from 1800s creating an llm that behaves like that society... So damn cool This is the coolest thing I seen about LLMs in long time. This guy is trying to train a model with only data from 1800s creating an llm that behaves like that society... So damn cool don’t struggle with good design bro just use these Claude skills don’t struggle with good design bro just use these Claude skills The population in these areas will be the primary driver of future housing demand. These megaregions are the central thesis for our Urban Town House workforce housing model. The population in these areas will be the primary driver of future housing demand. These megaregions are the central thesis for our Urban Town House workforce housing model. you don't even need to install node now! you can just do curl -fsSL | bash you don't even need to install node now! you can just do curl -fsSL | bash Ben Horowitz says a famous Hollywood friend told him half the movie they’re making is AI. It’s collapsing the cost of filmmaking, and when creation gets cheap enough, entirely new mediums could emerge Ben Horowitz says a famous Hollywood friend told him half the movie they’re making is AI. It’s collapsing the cost of filmmaking, and when creation gets cheap enough, entirely new mediums could emerge. Source: @bhorowitz at Columbia Business School ✅ You can now use Kling 2.5 on Photo AI to create videos First video model with very realistic body movements ✅ You can now use Kling 2.5 on Photo AI to create videos First video model with very realistic body movements Austin is a music incubator. The creative collisions between art and AI will birth new breakthroughs. Austin is a music incubator. The creative collisions between art and AI will birth new breakthroughs. So many crazy applications that wouldn't work just a few days ago but now do work with Nano Banana Upload any flat lay "get the look" type pic Prompt: "show woman wearing the outfit" It outputs highly So many crazy applications that wouldn't work just a few days ago but now do work with Nano Banana Upload any flat lay "get the look" type pic Prompt: "show woman wearing the outfit" It outputs highly accurate pics with a woman wearing the exact outfit It's really a wow I just SSH into @Hetzner_Online $5/mo VPS, you have to try it Make a VPS there or on @digitalocean SSH into it, I use @TermiusHQ Then install npm: apt install npm Then install Claude npm install -g @a I just SSH into @Hetzner_Online $5/mo VPS, you have to try it Make a VPS there or on @digitalocean SSH into it, I use @TermiusHQ Then install npm: apt install npm Then install Claude npm install -g @anthropic-ai/claude-code Then type claude to start it Treat it like a You can install the native build so you don't even need npm curl -fsSL | bash You can install the native build so you don't even need npm curl -fsSL | bash you could just buy this expiring domain & start selling wholesale rugs on the internet. you could travel to Istanbul & source primo quality (Turkey’s rug exports hit $2.5 billion in 2023 per Grok). yo you could just buy this expiring domain & start selling wholesale rugs on the internet. you could travel to Istanbul & source primo quality (Turkey’s rug exports hit $2.5 billion in 2023 per Grok). you could start designing rugs. you're the expert now because you own this domain Cursor Rules make you a 10x vibe coder. This simple repo gives you precise rules / prompts for different languages and frameworks (Tauri, React, Chrome extensions) that make your AI generated code in Cursor Rules make you a 10x vibe coder. This simple repo gives you precise rules / prompts for different languages and frameworks (Tauri, React, Chrome extensions) that make your AI generated code in Cursor far better. AI is making every product look the same. Same features. Same UI. Same smart assistant. So if everyone has the same AI tools, what actually makes a product a $100M winning product? Insights from a 50 AI is making every product look the same. Same features. Same UI. Same smart assistant. So if everyone has the same AI tools, what actually makes a product a $100M winning product? Insights from a 50 page ebook "how to design products in the AI age" we wrote at @meetLCA: Google's new AI image editing model is going to kill 99% of Photoshop. By just describing your image edit in English, you can: — get passport picture from photo — make me look like I'm on my way to wo Google's new AI image editing model is going to kill 99% of Photoshop. By just describing your image edit in English, you can: — get passport picture from photo — make me look like I'm on my way to work — decorate this house for me — put these clothes on me — make a map in a and on the 5th day, god dropped out of stanford and quit his $500k (total comp) big tech job to build an ai powered ai assistant for writing ai generated code and was accepted to y combinator and on the 5th day, god dropped out of stanford and quit his $500k (total comp) big tech job to build an ai powered ai assistant for writing ai generated code and was accepted to y combinator crazy to me no one has built a good ai email assistant Gpt4/sonnet still can't write emails in my tone even though Gemini is directly integrated with gmail, its not useful. probably used it a total of crazy to me no one has built a good ai email assistant Gpt4/sonnet still can't write emails in my tone even though Gemini is directly integrated with gmail, its not useful. probably used it a total of 3 times don't even need much to win, just have the same tone + autocomplete LangExtract: Google gave away the thing you're paying $50K/yr for The X MCP: use the X API from any MCP tool, with your own account's permissions Honest question: what's the high-level API for an LLM over a pile of PDFs? Greentext: MIT quant quits Jane Street to bet on 15-minute BTC markets Qwen 3.5 small models: 0.8B to 9B, multimodal, built for edge devices Perplexity Computer wants to run entire projects end to end PaperBanana: publication-ready figures generated from your methods section Microsoft MarkItDown: any document to LLM-ready Markdown, open source Google Pomelli builds brand DNA from your site, then makes the marketing 4.1M recipes, 7 languages, all of human cooking compressed into 2MB Chat SDK: one TypeScript SDK for Slack, Teams, Discord and Google Chat bots LeCun: LLMs just act, and whatever happens next is someone else's problem The paper behind the skills-beat-scale claims, straight from arXiv The Hugging Face founder replies: nice, now upload the model and dataset AWS called it Simple Notification Service, then required a PhD in JSON policy A clear take on agent harnesses, and why memory isn't an optional plugin Wes Bos on Google's new Workspace CLI: skills and an MCP server included Uncle Bob won't let Claude edit his files. Started programming in 1983. Old? The unreasonable effectiveness of HTML as an agent output format Ponytail: a tool that replaces your agent's 500 lines with the 5 you needed 'Babe wake up': Anthropic just shipped its own OpenClaw Boris Cherny's Claude Code practices, condensed into one CLAUDE.md Running agents on big projects: most advice from 6 months ago is now wrong 'Your vibecoded slop is horrible.' The 8-subagent cleanup prompt. What agent looping is, and why one-task-at-a-time prompting is ending Claude ships 125 settings, documents 40. A thread mines the other 85. /simplify cleans up 90% of the slop from a working solution Code Factory: repo setup where agents write and review 100% of the code The Boris Cherny interview: side quests, being underleveled, Principal at Meta Boris Cherny's one book recommendation: Functional Programming in Scala Claude built his daughter a piano trainer: live keys, sheet notes, Guitar Hero mode 17 free Claude guides, from 101 to Skills. A couple of hours, not months. 'Engineers automated in 12 months': the panic-thread reading of Amodei's claim Life-Harness paper: patch the harness, freeze the model, 88.5% mean lift The two-hour Stanford lecture on actually building AI systems A thread says Claude Code's own lead shipped 49 features in 2 days, zero typing Claude: 'this will take 1-2 weeks.' It will not. Two Anthropic engineers spend 24 minutes on Claude Code features you skipped 67 Claude skills that allegedly turn $20 a month into a dev team Monthly reminder: stop prompting agents, design loops that prompt them Steinberger on his AI bill: ~100 cloud codex running, reviewing every PR Brex on OpenClaw in production: nobody wants to hand agents real credentials Tell your agent: run react-doctor and fix issues until the score hits 100 Cursor's /thermo-nuclear-code-quality-review ran 30 minutes on one PR 'I'm now in the LeCun camp: real coding agents will need world models' A thread claims a Jane Street quant's Polymarket bot wins 99.3% of trades. Sure. 2,000 DESIGN.md files from great products, structured for models to learn from 2.54 billion tokens into OpenClaw: 21 daily use cases, catalogued Benioff: Salesforce goes headless, the API is now the UI Someone open-sourced a whole Claude skills playbook, copy-paste ready Ask the agent to rewrite it in 'Jane Street house style'. It works. A four-hour Claude course, from tools to automation to shipping products The Anthropic engineers who built Skills explain them: they're just folders A thread claims to have Karpathy's actual CLAUDE.md. Judge for yourself. UI UX Pro Max: a free skill that makes Claude Code's interfaces look designed WarCraft 3 sounds on Claude hooks. Job's done. That's the whole trick. One line in Claude's memory that stops you burning Opus money on file reads Engineer affirmations: you are an orchestrator of agents, tokens flow through you From loops to graphs: what the shift in agent architecture is actually about Grigorik: Shopify's Global Catalog is the gold rush of 2026. Open and free. Claude wired into Blender: 3D models from a text prompt Setting up Claude Cowork so it actually works while you step away HyperFrames: open-source HTML-to-MP4 framework that built its own launch video Switch to Claude without starting over: the official memory import page Plan in Claude, prompt Codex with it, then have Claude critique the output A 1M-context coding model that runs on a 128GB MacBook Pro Do it once in OpenClaw, run /skillify, never explain it again Garry Tan: knowledge work becomes fat markdown skills plus fat deterministic code gstack: Garry Tan's exact Claude Code setup, 23 opinionated tools, MIT licensed He gave his Claudes a /seppuku skill. Now they invoke it voluntarily. Paper: small models with good skills beat big models without them Claude Code comes to Figma: code and canvas in one place 20 agentic skills in markdown you can bolt onto Claude, ChatGPT or Gemini Claude now imports your whole ChatGPT memory in about 60 seconds The 'Honk' story: Spotify devs shipping features from Slack on their phones Sacks: CTOs want cheap open models but can't figure out how to leave OpenAI Harness engineering, KV cache pressure, prefill vs decode: an AI engineer's syllabus X ships a hosted MCP: the real-time firehose for any MCP-compatible agent Anthropic engineer: stop watching Claude work. Wake up and review what shipped. Anthropic's security head: 90% of our code is Claude's. Here's how we review it. 'I don't need extensions.' Installs one plugin. Months of typing, one click. Three months of babysitting Claude, then he found hooks. Ten minutes of setup. Token-efficiency rules for AGENTS.md: stop re-reading files you just wrote Every automated everything with agents. Headcount went from 4 to 30 anyway. Decades of refusing to learn regex and webpack, finally vindicated by Claude Public speaking skills: 10/10. Just watch it. Claude Code Review: a PR opens, a team of agents goes bug hunting Claude Cowork gets scheduled tasks: morning briefs while you sleep Claude Code Remote Control: start in the terminal, steer from your phone Claude Sonnet 4.6: a full upgrade, with a 1M-token context window in beta Codex 5.5 use cases: faster internet, faster local models, Metal kernels Make your agent prune MEMORY.md nightly. Saves tokens and headaches. An agent that clicks through your app like a user and files repro videos /prompt and /review-plan: brain dumps in, agent-critiqued plans out How it feels to live off Claude Code and never write code again Boris Cherny lists his favorite hidden Claude Code features Claude Code adds /simplify and /batch, straight from its creator's daily loop Feed Claude a Tufte book, get a chart skill. Instantly nicer graphs. Karpathy: coding agents basically didn't work before December. Now they do. Loops explained: most people still use AI the slowest way there is Agents build classifiers now. That used to take a ten-person ML team. A battle-tested Claude loop that stops asking yes/no every ten seconds Hooked an AI chatbot into Slack via MCP; now entire projects happen in chat Alan Kay was already talking about agents and tools in 1990. On video. Google ships one CLI for Gmail, Drive, Calendar and the rest of Workspace Levie again: your UI is dead weight, agents only want to talk to the API Levie: agents will use software 100x more than humans. Go headless or be DOA. 8090 demos its whole Software Factory live: Refinery, Foundry, MCP and all 02 PROGRAMMINGI was a Staff Engineer at Apple and built both internal APIs used by 100 as well as public iOS APIs. Here are some non-obvious tips for API design and maintainability 🧵 I was a Staff Engineer at Apple and built both internal APIs used by 100 as well as public iOS APIs. Here are some non-obvious tips for API design and maintainability 🧵 let's rename vibe coding to cuck coding cause you just sit there and watch occasionally giving direction let's rename vibe coding to cuck coding cause you just sit there and watch occasionally giving direction The CRAP (Change Risk Anti-Patterns) metric is a software quality measurement that combines code complexity and automated test coverage to calculate the risk of modifying a function or method. CRAP(m) The CRAP (Change Risk Anti-Patterns) metric is a software quality measurement that combines code complexity and automated test coverage to calculate the risk of modifying a function or method. CRAP(m) = comp(m)^2 * (1 - cov(m))^3 + comp(m) Generative Antitecture. This is not a house. This is automatic architecture. // Vanilla Javascript Generative Antitecture. This is not a house. This is automatic architecture. // Vanilla Javascript The reason I built this is that I suspect we really need new token-efficient programming languages or new ways to read code (nah ast-grep outline). Using this tool tells me a surprising result: git is The reason I built this is that I suspect we really need new token-efficient programming languages or new ways to read code (nah ast-grep outline). Using this tool tells me a surprising result: git is one of the most token-hungry commands in my workflow. Always measure! That's a small reminder! 👇 As of June 2026, HTTP has a new method - a GET with a `body` 😎 Meet QUERY (RFC 10008). It lets you send complex queries in the body (like POST) while staying safe, idempot That's a small reminder! 👇 As of June 2026, HTTP has a new method - a GET with a `body` 😎 Meet QUERY (RFC 10008). It lets you send complex queries in the body (like POST) while staying safe, idempotent, and cacheable (like GET). Already works on servers (Node.js, Go, Its tough to be a Java developer these days... Its tough to be a Java developer these days... gradient descent..it's not just an algorithm..it's a lifestyle gradient descent..it's not just an algorithm..it's a lifestyle 3 things often heard before disaster: - "hold my beer" - "i think we can make it" - "non-technical teams are now shipping production code" 3 things often heard before disaster: - "hold my beer" - "i think we can make it" - "non-technical teams are now shipping production code" Jerry Cain from Stanford University explains pointers and structs in C, showing a clever way to access struct fields. This series is one of the best resources online for C programming. Jerry Cain from Stanford University explains pointers and structs in C, showing a clever way to access struct fields. This series is one of the best resources online for C programming. sorry bro i’ll make the bios interface using react next time sorry bro i’ll make the bios interface using react next time Things I’m thinking about in 2026: * The risk/reward of a mediocre hire is worse than it’s ever been * I don’t really want more code writers, I want one of two kinds of engineers * The first is the ar Things I’m thinking about in 2026: * The risk/reward of a mediocre hire is worse than it’s ever been * I don’t really want more code writers, I want one of two kinds of engineers * The first is the architect. Someone who can design for scale. * The second is the product someone vibe coded a 3d city where every github developer is a building more commits = taller building. more repos = wider base. lit windows = recent activity someone vibe coded a 3d city where every github developer is a building more commits = taller building. more repos = wider base. lit windows = recent activity As a Frontend Developer, Please slap yourself if you cannot clearly explain at least 10 of the following : Hydration Partial hydration Islands architecture Streaming SSR Concurrent rendering Time slic As a Frontend Developer, Please slap yourself if you cannot clearly explain at least 10 of the following : Hydration Partial hydration Islands architecture Streaming SSR Concurrent rendering Time slicing Reconciliation algorithm Fiber architecture Virtual DOM diffing complexity "How's vibe coding going?" "How's vibe coding going?" thank god programming is solved, I hated writing code... anyway, off to issue statements to a computer in a way it can interpret thank god programming is solved, I hated writing code... anyway, off to issue statements to a computer in a way it can interpret I call this localhost syndrome it's only when they finally try to ship that they realize it's not secure, the API key is leaking, their Stripe webhook won't work, all the data they thought is real is I call this localhost syndrome it's only when they finally try to ship that they realize it's not secure, the API key is leaking, their Stripe webhook won't work, all the data they thought is real is actually simulated it's more dunning-kruger than psychosis Dear @paramountplus please let your dev team setup the play in background and Picture in Picture on iOS - I shouldn’t lose the feed if I switch apps, trying to watch UFC Dear @paramountplus please let your dev team setup the play in background and Picture in Picture on iOS - I shouldn’t lose the feed if I switch apps, trying to watch UFC 15 rules of vibe coding with Cursor 15 rules of vibe coding with Cursor •The prerequisites for the course are CS103 and CS107. From CS103, you should be familiar with regular expressions, context free grammars, graphs, sets, and formal languages. From CS107, you should ha •The prerequisites for the course are CS103 and CS107. From CS103, you should be familiar with regular expressions, context free grammars, graphs, sets, and formal languages. From CS107, you should have well-developed programming skills and debugging ability, understand simple That's fine, but they will break when something goes wrong. Let's say I have one make me an omlet and think of everything that can go wrong - an egg is already cracked in the case, a piece of eggshell That's fine, but they will break when something goes wrong. Let's say I have one make me an omlet and think of everything that can go wrong - an egg is already cracked in the case, a piece of eggshell falls on the bowl, the gas stove won't light, etc. Those things will stop HTML videos are here. HTML is eating everything. Google's internal code review guidelines are just sitting on public GitHub Coroutines in C via the Duff's Device trick, shipping in PuTTY since 2000 Beej got tired of explaining sockets in 1995. His guide has taught 30 years since. 'You can't engineer luck': the cleanest phrasing of P vs NP, from MIT 6.006 Can you explain hydration, fiber and time slicing? The frontend gatekeeping list. Karpathy: vibe coding raised the floor, agentic engineering raises the ceiling You can make $400k without managing. $800k means learning to manage people anyway. Grind leetcode, join the company, meet 47 undocumented microservices. Ship anyway. Bjarne Stroustrup on Bell Labs, C++ mistakes, and AI writing C++ Bjarne confirms it: 'C++ blows your whole leg off' is a good quote, and correct Karpathy to senior engineers: treating LLMs as a toy is how you become obsolete Once you've tasted ADTs and pattern matching, mainstream languages hurt 'Let my chief architect dev take a day off to spend with his family' LiteParse 2.0: Rust core, native Python and JS packages, WASM for the browser leerob: you still have to understand the code. AI slop is becoming a liability. Meta reportedly wants 65% of engineers writing 75% of their code with AI LiteParse v2: PDF parser rewritten in Rust, claims fastest and most accurate Bun's Rust rewrite passes 99.8% of the existing test suite on Linux x64 Laid-off Atlassian engineer posts a full technical breakdown of the place Writing code was never the whole job Shopify's UCP: a free global catalog API only Google and Amazon had solved How Owner builds product teams: the principles aren't the hard part Why I removed printf() from Windows COM in 1994, by the guy who did it The death of issue tracking: great teams with no Linear and no backlog A 'graph engineering course' with 4,400 stars, hyped by a $1.5M/yr engineer The Next.js-on-Vite rewrite worked because of tests. The job-security fix is obvious. 03 INFRA & SYSTEMSThis is the way. Accept code on merit and ensure that a person takes accountability for it. Doesn’t matter if it was typed, chiseled, generated, or bit-flipped via magnetized needle on a chip. If it’s This is the way. Accept code on merit and ensure that a person takes accountability for it. Doesn’t matter if it was typed, chiseled, generated, or bit-flipped via magnetized needle on a chip. If it’s good, it’s good. If it’s slop, it’s slop. After you’ve been in data for a while you realize tooling doesn’t matter that much! - whether it’s Snowflake vs BigQuery vs Spark It’s all distributed compute underneath the hood. - whether it’s Airfl After you’ve been in data for a while you realize tooling doesn’t matter that much! - whether it’s Snowflake vs BigQuery vs Spark It’s all distributed compute underneath the hood. - whether it’s Airflow vs Prefect vs Mage vs Dagster It’s all CRON underneath the hood - whether Darkbloom is back in action; Yesterday, we went from free tier to paid tier on OpenRouter. We have fulfilled on track close at 4.5B tokens served and $102K ARR. We are open network of Mac machines (25 Darkbloom is back in action; Yesterday, we went from free tier to paid tier on OpenRouter. We have fulfilled on track close at 4.5B tokens served and $102K ARR. We are open network of Mac machines (250 online right now). On average, people are earning $120-200 per month per Who's gonna tell vibe coders about... > Rate Limiting > Caching > Load Balancing > Reverse Proxies > API Gateways > CI/CD > Docker > Kubernetes > Service Discovery > Circuit Breakers > Timeouts > Retr Who's gonna tell vibe coders about... > Rate Limiting > Caching > Load Balancing > Reverse Proxies > API Gateways > CI/CD > Docker > Kubernetes > Service Discovery > Circuit Breakers > Timeouts > Retries > Exponential Backoff > Idempotency > Message Queues > Pub/Sub > just spent an hour on Material-Archiv.. looking at materials. it's a Swiss database for designers, architects and craftspeople to explore materials, their properties, and make informed material choice just spent an hour on Material-Archiv.. looking at materials. it's a Swiss database for designers, architects and craftspeople to explore materials, their properties, and make informed material choices. i got completely lost in these textures hehe Most backend interview questions eventually lead to one of these • REST • gRPC • OAuth • Redis • Kafka • Idempotency • Message Queues • CDN • Rate Limiting • Load Balancers • Database Indexing • Shard Most backend interview questions eventually lead to one of these • REST • gRPC • OAuth • Redis • Kafka • Idempotency • Message Queues • CDN • Rate Limiting • Load Balancers • Database Indexing • Sharding • Replication • Circuit Breakers • Webhooks • Connection Nobody in tech can honestly say H1Bs aren't a problem because each of us has at some point had to explain basic Linux terminal commands to an L4 engineer who smelled crazy. Nobody in tech can honestly say H1Bs aren't a problem because each of us has at some point had to explain basic Linux terminal commands to an L4 engineer who smelled crazy. .@satyanadella just put the whole "water" debate to rest. Datacenters run on a closed loop cooling system, the water usage of a datacenter for an entire year is roughly equivalent to a usage of 1 rest .@satyanadella just put the whole "water" debate to rest. Datacenters run on a closed loop cooling system, the water usage of a datacenter for an entire year is roughly equivalent to a usage of 1 restaurant! THE GUY WHO BUILT GIT GAVE A FULL LECTURE AT GOOGLE BECAUSE 99% OF DEVELOPERS USE IT WRONG 70 minutes of pure firepower from Linus Torvalds himself - the man who wrote both Linux and Git from scratch. THE GUY WHO BUILT GIT GAVE A FULL LECTURE AT GOOGLE BECAUSE 99% OF DEVELOPERS USE IT WRONG 70 minutes of pure firepower from Linus Torvalds himself - the man who wrote both Linux and Git from scratch. -> The moment you watch it, you realize why "I'll just figure out merge The release candidate for MCP 2026-07-28 is out. The protocol is now stateless: no handshake, no session id, any request can hit any server instance. Plus extensions as first-class (MCP Apps, Tasks), The release candidate for MCP 2026-07-28 is out. The protocol is now stateless: no handshake, no session id, any request can hit any server instance. Plus extensions as first-class (MCP Apps, Tasks), auth hardening, and a proper deprecation policy so we don't have to do this The late MIT Prof. Patrick Winston breaking down the simplest neural network in his 6.034 Artificial Intelligence course. The late MIT Prof. Patrick Winston breaking down the simplest neural network in his 6.034 Artificial Intelligence course. The best Docker setup I ever saw was at a company doing $30M ARR. One Dockerfile, one docker-compose for local dev, plain ECS in production. No Kubernetes, no service mesh, no drama. Boring works. Bor The best Docker setup I ever saw was at a company doing $30M ARR. One Dockerfile, one docker-compose for local dev, plain ECS in production. No Kubernetes, no service mesh, no drama. Boring works. Boring scales. Boring lets you sleep at night. As a backend engineer. Please learn: - System Design (scalability, microservices) -APIs (REST, GraphQL, gRPC) -Database Systems (SQL, NoSQL) -Distributed Systems (consistency, replication) -Caching (R As a backend engineer. Please learn: - System Design (scalability, microservices) -APIs (REST, GraphQL, gRPC) -Database Systems (SQL, NoSQL) -Distributed Systems (consistency, replication) -Caching (Redis, Memcached) -Security (OAuth2, JWT, encryption) -DevOps (CI/CD, 33 Timeless Kubernetes Concepts to Master 🧠 ≫ The Core Foundation: • Pod: The atomic unit. One or more containers sharing network/storage. • Node: The worker machine (VM or physical) running your Pod 33 Timeless Kubernetes Concepts to Master 🧠 ≫ The Core Foundation: • Pod: The atomic unit. One or more containers sharing network/storage. • Node: The worker machine (VM or physical) running your Pods. • Cluster: The whole system. Nodes + Control Plane working together. • legendary infra dev pulling up to the office once every 3 years legendary infra dev pulling up to the office once every 3 years UUIDv4 collisions are less rare than you think Ten years ago: let me do distributed systems! Now: one process, one machine, please. 'CDN, sharding, consistent hashing.' Where's my job. 'ok so now explain serverless' swyx: this is the 'Kubernetes The Hard Way' of AI engineering. Do it once. If you validate the JWT against the database anyway, you reinvented bearer tokens UUIDv4 primary keys are quietly destroying your write performance 'Vector databases are dead.' Meanwhile turbopuffer: $1M to $100M run rate. Active Directory is fully unicode, so yes, your hostname can be an emoji Marc Brooker on UUIDv4 collisions: theoretically impossible, observed in production 'How do you set up tmux, mosh and clipboards?' The 80/20 dotfile question. Scrapy still scrapes any site from your own machine. No SaaS bill. Your 2.3GB Docker image ships an entire OS to send emails. That's hoarding. Everyone hates Elasticsearch, everyone needs it. Enter TurboPuffer, 10-100x cheaper. antirez wrote a native inference engine for DeepSeek v4 Flash. Runs locally. Why Designing Data-Intensive Applications is still the book to read Clustered indexes vs heap tables: where MySQL and Postgres actually differ 33 Kubernetes concepts, from Pod to control plane, in one thread Redis is not just a cache: how the append-only file persists your writes Deleting a million rows in one query feels efficient. It will crush your database. Your Dockerfile isn't simple, it's incomplete. HEALTHCHECK exists. Can't fix VPS latency? Try mosh. levels.io's setup: click a site, land in its tmux session on the server 04 STARTUPS & MONEYFounders: Your LinkedIn-and-Slack GTM dies when the buyer is on a job site, not in a browser tab. I recorded a Main Street GTM class for Founder Led Sales Factory students who sell that way. Construct Founders: Your LinkedIn-and-Slack GTM dies when the buyer is on a job site, not in a browser tab. I recorded a Main Street GTM class for Founder Led Sales Factory students who sell that way. Construction, home services, industrial, solar installers. People who do business face Price discovery for your career / go to market for getting an amazing job. If you're a swe in sf/nyc there are hundreds of startups that want to hire you. And if you're lit you already know there are Price discovery for your career / go to market for getting an amazing job. If you're a swe in sf/nyc there are hundreds of startups that want to hire you. And if you're lit you already know there are people hitting you up but it's across your dms, inbox, linkedin and more. When Steal these musecases: 10 prompts that turn Muse from a chatbot into your personal operator. 1. Money: "Audit my last 3 months of subscriptions and tell me what to cancel, with amounts." 2. Bills: "Ch Steal these musecases: 10 prompts that turn Muse from a chatbot into your personal operator. 1. Money: "Audit my last 3 months of subscriptions and tell me what to cancel, with amounts." 2. Bills: "Check every recurring bill against current market rates and flag overpayments." A trucking company owner trained a bot on his own business in eight days and posted the list of what it does now. Twelve numbered jobs. Dispatch questions, driver paperwork, invoice chasing, the lot. A trucking company owner trained a bot on his own business in eight days and posted the list of what it does now. Twelve numbered jobs. Dispatch questions, driver paperwork, invoice chasing, the lot. Not a tech company. Trucks. The tools stopped being for developers around Founders: Founder-Led Sales 101, from my lecture at Harvard Business School. Free. No signup. Just the talk: Founders: Founder-Led Sales 101, from my lecture at Harvard Business School. Free. No signup. Just the talk: Oh for sure I think my only moat left post-AGI is: - community + data (now free membership) - Me being on @X with an audience - My investments The rest will be completely and utterly wiped out with no Oh for sure I think my only moat left post-AGI is: - community + data (now free membership) - Me being on @X with an audience - My investments The rest will be completely and utterly wiped out with no doubt Today we are releasing Cloudflare OS, a chatbot with connectors, just like every other tech company is doing. Except actually, it's different. This is a remake of Sandstorm[.]io, my startup from 10 ye Today we are releasing Cloudflare OS, a chatbot with connectors, just like every other tech company is doing. Except actually, it's different. This is a remake of Sandstorm[.]io, my startup from 10 years ago, except this time built on Cloudflare Workers (the platform I've spent Here's something fascinating happening in the apartment market right now. The cheapest, oldest apartments (Class C) are getting crushed right now. But ONLY in cities that just delivered tons of new ap Here's something fascinating happening in the apartment market right now. The cheapest, oldest apartments (Class C) are getting crushed right now. But ONLY in cities that just delivered tons of new apartments. Let me show you the numbers: Denver: Class C rents down 13.9% Nvidia just committed $110B in vendor financing—85% of annual revenue. Lucent's playbook in 2000? 20%. Is this the telecom bubble all over again? I analyzed the numbers. Thread 🧵 Nvidia just committed $110B in vendor financing—85% of annual revenue. Lucent's playbook in 2000? 20%. Is this the telecom bubble all over again? I analyzed the numbers. Thread 🧵 Andreessen Horowitz Co-founder on a hard truth: "Nobody Cares" Andreessen Horowitz Co-founder on a hard truth: "Nobody Cares" everyone doing the same launch videos to announce their startup when all you really need is to have natural aura like this. everyone doing the same launch videos to announce their startup when all you really need is to have natural aura like this. The piano app is free; proceeds fund his daughter's chicken coop Hashimoto on why Ghostty rows cost 8 bytes where Alacritty spends 56 Aschenbrenner's Q1 13F: billions in puts on SMH, NVDA, ORCL and AVGO A stock thread: the 10 groups 'the government is telling you' to buy Meta: 700 laid off, 15,000 more planned, $921M in exec stock the same week Epicure: the food-embedding paper, now with weights and dataset on Hugging Face The MCP ecosystem now has an awesome-list. It's already unmaintainable, obviously. Pomelli Photoshoot: product shots from one product image, free in four countries Andreessen on IBM: twelve layers of management, each one compounding the lies Two hours of Karpathy telling the machine what he wants, like briefing a coworker A startup that gets you to jhana faster, built by actually reading the research GitLab's CEO letter: 'Act 2' bets the company on the agentic era Y Combinator's Fall 2026 request for startups 05 CULTURE & OTHERFounders: Don't chase prospects who'd need to change their tech stack to use your product. If you need Salesforce + Gmail to work, pursuing Microsoft Dynamics shops is a waste of everyone's time. Your Founders: Don't chase prospects who'd need to change their tech stack to use your product. If you need Salesforce + Gmail to work, pursuing Microsoft Dynamics shops is a waste of everyone's time. Your ICP should include technical prerequisites. The US Navy has ordered 30 medium unmanned surface vessels, 10 each from Saronic, HII and Galliano Marine Service, at an average of about 40 million dollars a hull, or roughly 1.2 billion dollars in t The US Navy has ordered 30 medium unmanned surface vessels, 10 each from Saronic, HII and Galliano Marine Service, at an average of about 40 million dollars a hull, or roughly 1.2 billion dollars in total. All of them will be built at shipyards in south Louisiana. Saronic's Removed 60,984 lines of test slop :) Removed 60,984 lines of test slop :) The Development Abstraction Layer – Joel on Software Everybody wondering why Omarchy is succeeding should read this classic Joel on Software essay: dotfiles/skills/optimise-github-actions/SKILL.md at main · enesgules/dotfiles · GitHub our github actions was using 43k minutes a month 💀 most of it was waste so i made a skill that finds this stuff for you 𝚗𝚙𝚡 𝚜𝚔𝚒𝚕𝚕𝚜 𝚊𝚍𝚍 𝚎𝚗𝚎𝚜𝚐𝚞𝚕𝚎𝚜/𝚍𝚘𝚝𝚏𝚒𝚕𝚎𝚜 --𝚜𝚔𝚒𝚕𝚕 𝚘𝚙𝚝𝚒𝚖𝚒𝚜𝚎-𝚐𝚒𝚝𝚑𝚞𝚋-𝚊𝚌𝚝𝚒𝚘𝚗𝚜 I literally can't think of a better risk/reward bet right now than building a ChatGPT plugin and getting in front of their 1.2 billion weekly users. As of yesterday, ChatGPT recommends plugins in the I literally can't think of a better risk/reward bet right now than building a ChatGPT plugin and getting in front of their 1.2 billion weekly users. As of yesterday, ChatGPT recommends plugins in the middle of conversations. Millions of questions get asked every day with no one-shot /animate skill from @emilkowalski one-shot /animate skill from @emilkowalski if I was Dumbledore I would've hid the philosopher's stone in the aws console if I was Dumbledore I would've hid the philosopher's stone in the aws console Yup. Yup. Introducing Rollouts. Rollouts write a monitoring plan, then watch changes as they deploy. Deployments are verified, so regressions are caught before users see them. Introducing Rollouts. Rollouts write a monitoring plan, then watch changes as they deploy. Deployments are verified, so regressions are caught before users see them. I think a very fun idea is to have your @muse maintain a Spotify playlist for you that it is constantly adding and removing songs from. Kind of like a bucket of 25 songs that you can listen to through I think a very fun idea is to have your @muse maintain a Spotify playlist for you that it is constantly adding and removing songs from. Kind of like a bucket of 25 songs that you can listen to throughout your day. Kind of like your own personal DJ. Your muse can even track Read this. Read all of it. And then draw your own conclusion. My conclusion: he’s right on. Read this. Read all of it. And then draw your own conclusion. My conclusion: he’s right on. 介绍比Jev快50倍,在你设备上跑的laya-mlx! 只在你的设备上占用最高1G内存 Laya是一个开源的类似于Jev的,基于文本输出概率的分类系统 我将其移植到MLX,并且做了一些性能优化! 视频中就是这个模型在我的本地M3Max上玩贪吃蛇 这个模型能够以每秒决策60次的速度玩贪吃蛇! 介绍比Jev快50倍,在你设备上跑的laya-mlx! 只在你的设备上占用最高1G内存 Laya是一个开源的类似于Jev的,基于文本输出概率的分类系统 我将其移植到MLX,并且做了一些性能优化! 视频中就是这个模型在我的本地M3Max上玩贪吃蛇 这个模型能够以每秒决策60次的速度玩贪吃蛇! I can’t emphasize how important it is to surround yourself with people who can give you high quality advice like this. You need friends to stop you from doing something stupid ideally BEFORE you do it I can’t emphasize how important it is to surround yourself with people who can give you high quality advice like this. You need friends to stop you from doing something stupid ideally BEFORE you do it. Amazing advice @threepointone It’s been 2 hours and I can already tell this is going to be my most popular post. See the replies. And I’m getting so many DMs from people who went through the same, I’m glad it’s connecting. 2 quick It’s been 2 hours and I can already tell this is going to be my most popular post. See the replies. And I’m getting so many DMs from people who went through the same, I’m glad it’s connecting. 2 quick things - - please consider the solution!! it’s counterintuitive and no one Next release (or dev channel) does worktrees ~80% faster via apfs/brtfs/xfs/ReFS folder clones. Also saves lots of disk space. Next release (or dev channel) does worktrees ~80% faster via apfs/brtfs/xfs/ReFS folder clones. Also saves lots of disk space. this is how to ACTUALLY set up phones before posting to a US audience on tiktok 🇺🇸 1. get a cheap used iphone SE, usually around $50, and factory reset it 2. set the phone up in English (US) + regio this is how to ACTUALLY set up phones before posting to a US audience on tiktok 🇺🇸 1. get a cheap used iphone SE, usually around $50, and factory reset it 2. set the phone up in English (US) + region United States skip Apple ID at first, take the SIM out and turn off location, If your Software Factory is just an engineering project, you are not thinking big enough. We're rebuilding the substrate whole companies use to coordinate. I do prefer "Product Factory" though. The en If your Software Factory is just an engineering project, you are not thinking big enough. We're rebuilding the substrate whole companies use to coordinate. I do prefer "Product Factory" though. The end result is better products, faster. Post by nate How to level up orgs: - when you first join, ppl will be nervous. They know you're there to make changes but don't know which ones or when. So you'll have to contend with some ambient tension for a wh How to level up orgs: - when you first join, ppl will be nervous. They know you're there to make changes but don't know which ones or when. So you'll have to contend with some ambient tension for a while - your demeanor must reflect (1) appreciation for the immense work done Your vibe coded website looks finished, But It's not. These 20 things are still missing if you want it real and safe. - Custom 404 page - Meta title on every page - Meta description on every page - CT Your vibe coded website looks finished, But It's not. These 20 things are still missing if you want it real and safe. - Custom 404 page - Meta title on every page - Meta description on every page - CTA above the fold - Favicon set - robots.txt file - sitemap.xml - Open Graph When you want Astra to review snapshots of your app, ask it to collage them into a contact sheet to minimize the number of image read calls it needs to do. You’ll save a ton of context usage This work When you want Astra to review snapshots of your app, ask it to collage them into a contact sheet to minimize the number of image read calls it needs to do. You’ll save a ton of context usage This works for fable too! I am officially addicted to video editing assisted by Astra. I can't believe what I'm seeing. Use DaVinci I am officially addicted to video editing assisted by Astra. I can't believe what I'm seeing. Use DaVinci Introducing the largest Meta ads dataset, ever. Over 3 million ads analyzed... yesterday Ask Lightreel: "Find me all Granola paid influencers" "What do good street interviews do?" "Write better hooks Introducing the largest Meta ads dataset, ever. Over 3 million ads analyzed... yesterday Ask Lightreel: "Find me all Granola paid influencers" "What do good street interviews do?" "Write better hooks for my ads" Try it for free! (PS — Every pixel in this video is a Meta ad) Most Popular Operative Systems 1981- 2026 Most Popular Operative Systems 1981- 2026 Everyone should know how WALs work. Not sure where to start? Write-ahead logs 101: Everyone should know how WALs work. Not sure where to start? Write-ahead logs 101: A principal engineer showing you their software factory A principal engineer showing you their software factory The hardest part of software engineering is convincing people that a simple solution is actually better than an impressive one The hardest part of software engineering is convincing people that a simple solution is actually better than an impressive one THIS IS @threejs???? WHAT THE FUUUUUUUUUCCCKKK THIS IS @threejs???? WHAT THE FUUUUUUUUUCCCKKK HTML… inside a Three.js scene 🤯 I’ve been experimenting with bringing real UI into 3D environments while applying a tilt-shift effect to the entire scene. Built a small Three.js plugin for it: Tiltsh HTML… inside a Three.js scene 🤯 I’ve been experimenting with bringing real UI into 3D environments while applying a tilt-shift effect to the entire scene. Built a small Three.js plugin for it: Tiltshift-in-HTML Try it: European tech is simply unstoppable. It's over for Silicon Valley European tech is simply unstoppable. It's over for Silicon Valley engineers being upset at the level of abstraction new engineers operate at is a tale as old as time. engineers being upset at the level of abstraction new engineers operate at is a tale as old as time. I was reminded today of Andrew Mason's resignation letter from Groupon in 2013. So good. "After four and a half intense and wonderful years as CEO of Groupon, I've decided that I'd like to spend more I was reminded today of Andrew Mason's resignation letter from Groupon in 2013. So good. "After four and a half intense and wonderful years as CEO of Groupon, I've decided that I'd like to spend more time with my family. Just kidding - I was fired today.." on a call with the new team. nobody said "we'll give folks a few minutes to trickle in" and the guy presenting didn’t even ask "can everyone see my screen?" on a call with the new team. nobody said "we'll give folks a few minutes to trickle in" and the guy presenting didn’t even ask "can everyone see my screen?" software engineering Q3 2026 software engineering Q3 2026 Post by Jaana Dogan ヤナ ドガン @mholt6 https://martinfowler.com/bliki/TwoPizzaTeam.html I wrote a long thingy indicting you for how you program. That's what we do now. That's the rule. I wrote a long thingy indicting you for how you program. That's what we do now. That's the rule. We built for this. It invokes them. 🤣 We built for this. It invokes them. 🤣 every company eventually becomes 11 people doing actual work and 64 people asking for updates every company eventually becomes 11 people doing actual work and 64 people asking for updates Euler's genius in mathematics is staggering! He solved the sum of reciprocals of squares (pi²/6) and invented the zeta function, linking sums to prime number products. A true mathematical GOAT! #Math Euler's genius in mathematics is staggering! He solved the sum of reciprocals of squares (pi²/6) and invented the zeta function, linking sums to prime number products. A true mathematical GOAT! #Math #Euler #ZetaFunction Every project needs a principles chart. Every project needs a principles chart. If you've heard about PBT and want to learn more, we just published a 30-minute introductory video with hands-on exercises that helps you develop an intuition for what PBT is and how to implement it, If you've heard about PBT and want to learn more, we just published a 30-minute introductory video with hands-on exercises that helps you develop an intuition for what PBT is and how to implement it, in collaboration with @Keleesssss, and the @CarnegieMellon Center for If you’re interviewing tap in there is so much alpha here it’s insane If you’re interviewing tap in there is so much alpha here it’s insane not deploying to prod on every merge is borderline psychotic not deploying to prod on every merge is borderline psychotic Where you been all my life Where you been all my life Exa is now one of the largest indexes in the world. We serve 80B pages, track 1.4T urls, and are on track to be Google-scale in early 2027. It's difficult to know the size of indexes, but we estimate Exa is now one of the largest indexes in the world. We serve 80B pages, track 1.4T urls, and are on track to be Google-scale in early 2027. It's difficult to know the size of indexes, but we estimate Google to be ~1T, Bing to be ~500B, and Yandex ~200B. Brave mentioned in [1] software factories are super real but we need to be realistic. the factory aspects haven’t been cracked yet, the [3] innovators are toying around with discovering practices and pieces. if someone [1] software factories are super real but we need to be realistic. the factory aspects haven’t been cracked yet, the [3] innovators are toying around with discovering practices and pieces. if someone is selling you a factory rn and they aren’t in the super small cohort (ie. Midjourney exploration Midjourney exploration yeah I'm never going back yeah I'm never going back .@dhh credits Marc Andreessen @pmarca with helping him the most during the darkest time of his professional life: "It was during that rough going where Andreessen came in. We were a small company of 6 .@dhh credits Marc Andreessen @pmarca with helping him the most during the darkest time of his professional life: "It was during that rough going where Andreessen came in. We were a small company of 60 people and 20 took the offer and left. That's almost a third of the company 兄弟们,微软居然还搞了这个好东西,值得看看啊! 做零售店、巡检的行业人简直是大喜~ Microsoft扔出一个仅仅4B的流式视觉模型,能实时盯着视频说“什么时候发生了什么”。 Mage-VL是Codec-Native的Streaming VLM,专门做直播式理解。 兄弟们,微软居然还搞了这个好东西,值得看看啊! 做零售店、巡检的行业人简直是大喜~ Microsoft扔出一个仅仅4B的流式视觉模型,能实时盯着视频说“什么时候发生了什么”。 Mage-VL是Codec-Native的Streaming VLM,专门做直播式理解。 MIT filmed a calculus course in black and white decades ago and it still teaches better than most of what shipped this year. Almost nobody watches it. This is Calculus Revisited, Unit 1, Lecture 1, ta MIT filmed a calculus course in black and white decades ago and it still teaches better than most of what shipped this year. Almost nobody watches it. This is Calculus Revisited, Unit 1, Lecture 1, taught by Herb Gross. Analytic geometry from the ground up, chalk on a board, 1 .@travisk just raised $1.7B for atoms, led by @a16z - and now he's hiring hundreds of people. after 8 years in stealth, Travis is "back" and looking for builders who want to solve hard problems and di .@travisk just raised $1.7B for atoms, led by @a16z - and now he's hiring hundreds of people. after 8 years in stealth, Travis is "back" and looking for builders who want to solve hard problems and digitize the physical world. here's a glimpse into our podcast interview with This article from 2009 on how to hire programmers is still relevant in 2026 This article from 2009 on how to hire programmers is still relevant in 2026 suggested the existence of controlled languages leading to this post but he is suspended suggested the existence of controlled languages leading to this post but he is suspended It’s live! Check it out and let me know what you think! It’s live! Check it out and let me know what you think! PRO TIP: Copy this article into Fable 5 and tell it... "Read this article, review my current workflow, and tell me 5 things I can do to be more productive" PRO TIP: Copy this article into Fable 5 and tell it... "Read this article, review my current workflow, and tell me 5 things I can do to be more productive" people who like to write long planning documents have been super vindicated people who like to write long planning documents have been super vindicated Another possibility occurred to me: the engineer was most likely working from existing plans, but the columns might not have been originally constructed as they should have been (i.e., according to th Another possibility occurred to me: the engineer was most likely working from existing plans, but the columns might not have been originally constructed as they should have been (i.e., according to the design). Reminds me of the I-35 truss bridge collapse in Minnesota some years tbh I'm much more of a simulated annealing girl: getting chaotic and doing things for the plot early on, even if it bites you in the short term, is more likely to get you to a better goal state long t tbh I'm much more of a simulated annealing girl: getting chaotic and doing things for the plot early on, even if it bites you in the short term, is more likely to get you to a better goal state long term you win when you live an interesting life There’s been many things thought and said about the technologists that make up the Austin ecosystem and those whose unspoken influence have changed the world- From the nerd bird that flew from San Jos There’s been many things thought and said about the technologists that make up the Austin ecosystem and those whose unspoken influence have changed the world- From the nerd bird that flew from San Jose in the 70s to our Ethernet king bob meltcalfe who we stole and made a Texan | ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄| | Don't Push To Production On Friday | |_________________| \ (•◡•) / \ / —— | | |_ |_ | ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄ ̄| | Don't Push To Production On Friday | |_________________| \ (•◡•) / \ / —— | | |_ |_ in 2000 a programmer discovered you can implement coroutines in C using the same switch trick as Duff's Device it's called Tatham's Coroutine. it still compiles and is technically valid C he used it i in 2000 a programmer discovered you can implement coroutines in C using the same switch trick as Duff's Device it's called Tatham's Coroutine. it still compiles and is technically valid C he used it in production inside PuTTY (the SSH client used by millions) Simon Tatham's 🏃♂️ I've gamified my own run so I can race my own ghost with the Meta Ray-Ban Display. I built a web app for the glasses, loaded a previous GPX from Strava, and dropped game mechanics on top. Pick u 🏃♂️ I've gamified my own run so I can race my own ghost with the Meta Ray-Ban Display. I built a web app for the glasses, loaded a previous GPX from Strava, and dropped game mechanics on top. Pick up coins when you keep pace, sprint zones reward extra points if you push, and 继续思考, 华为在挑战里面没有谈散热,这是我比较诧异的。 目前两层堆叠,我觉得还有些散热的解法,但如果到三层Active Logic Stack或者更多之后,散热会从工程问题变成架构主问题。。。 目前流行的双层堆叠的技术AMD V-Cache,Intel Foveros和TSMC 继续思考, 华为在挑战里面没有谈散热,这是我比较诧异的。 目前两层堆叠,我觉得还有些散热的解法,但如果到三层Active Logic Stack或者更多之后,散热会从工程问题变成架构主问题。。。 目前流行的双层堆叠的技术AMD V-Cache,Intel Foveros和TSMC this does the job this does the job Post by darkzodchi https://x.com/i/article/2059953944156082180 Post by rody https://x.com/i/article/2059923797180862465 someone just leaked the entire interview question bank for Distinguished Engineer (L9) at google someone just leaked the entire interview question bank for Distinguished Engineer (L9) at google software engineering is mostly asking "why is this like this" and slowly learning that nobody knows software engineering is mostly asking "why is this like this" and slowly learning that nobody knows Nvidia literally told where to invest: IP: $ARM Fab: $TSM $INTC Memory: $MU $SNDK $WDC Packaging: $ASX $AMKR $CAMT Equipment: $KLAC $LRCX $ASML $KEYS Networking: $COHR $GLW $FN $LITE $APH Servers OEMs Nvidia literally told where to invest: IP: $ARM Fab: $TSM $INTC Memory: $MU $SNDK $WDC Packaging: $ASX $AMKR $CAMT Equipment: $KLAC $LRCX $ASML $KEYS Networking: $COHR $GLW $FN $LITE $APH Servers OEMs: $DELL $SMCI $JBL Power Systems: $FLEX $VRT $ETN Power Electronics: $STM $ADI Accurate Accurate Continue doing your thing @eastdakota these armchair cnbc wannabes have no clue what you’re even talking about. Ofc workforce rebalancing will be needed going forward and many back of house functions Continue doing your thing @eastdakota these armchair cnbc wannabes have no clue what you’re even talking about. Ofc workforce rebalancing will be needed going forward and many back of house functions are ripe for automation and productivity enhancements. Keep on keeping on! "Nothing from my end, thanks" "Nothing from my end, thanks" Sequoia’s @shaunmmaguire wrote a private hardware manifesto arguing that over the next 25 years, most of the money will be made in hardware: "Every software revolution is preceded by a hardware revolu Sequoia’s @shaunmmaguire wrote a private hardware manifesto arguing that over the next 25 years, most of the money will be made in hardware: "Every software revolution is preceded by a hardware revolution." "To have the iOS App Store that enabled Uber, DoorDash, and all of Retardmaxxing Boyd 🤩 Retardmaxxing Boyd 🤩 Se você trabalha em empresa grande, esse podcast com o ex-VP da Amazon tá elite demais. Quase 3 horas só sobre politicagem corporativa. Se você tá no começo da carreira ainda, isso aqui te coloca uns Se você trabalha em empresa grande, esse podcast com o ex-VP da Amazon tá elite demais. Quase 3 horas só sobre politicagem corporativa. Se você tá no começo da carreira ainda, isso aqui te coloca uns 10 anos na frente, sem exagero. My other takeaway from Cloudflare rewriting Next.js in Vite is that it was possible largely due to Next.js’ comprehensive test suite, so for job security, it’s best us software engineers band together My other takeaway from Cloudflare rewriting Next.js in Vite is that it was possible largely due to Next.js’ comprehensive test suite, so for job security, it’s best us software engineers band together and agree no more writing tests I got a local HVAC company mentioned by ChatGPT in 72 hours. No SEO. No backlinks. No waiting months. Here's exactly how: Most people think LLMs pull from: • Google rankings • High DR websites • Old e I got a local HVAC company mentioned by ChatGPT in 72 hours. No SEO. No backlinks. No waiting months. Here's exactly how: Most people think LLMs pull from: • Google rankings • High DR websites • Old established brands Wrong. LLMs pull from recent, structured data that A surprising amount of “tech leadership” is just being the adult in the room when everyone wants to work on shit that doesn’t matter. A surprising amount of “tech leadership” is just being the adult in the room when everyone wants to work on shit that doesn’t matter. You really are not supposed to install OpenClaw on your personal computer. It needs to be on its own separate computer, Mac Mini or otherwise. It must have its own phone number — one that you install You really are not supposed to install OpenClaw on your personal computer. It needs to be on its own separate computer, Mac Mini or otherwise. It must have its own phone number — one that you install on your phone as a dual eSIM so that you can receive its 2FA SMS codes. It must Locked in so hard now I'm getting merge conflicts in projects where I'm the only contributor Locked in so hard now I'm getting merge conflicts in projects where I'm the only contributor A open secret is that all cameras are basically the same. Just look at the sensor. Leica SL2-S? IMX410 Sony a7 III? IMX410 Lumix S5II? IMX410 BMCC6k? IMX410 Same photosites…but they still manage diffe A open secret is that all cameras are basically the same. Just look at the sensor. Leica SL2-S? IMX410 Sony a7 III? IMX410 Lumix S5II? IMX410 BMCC6k? IMX410 Same photosites…but they still manage different feels. The processing pipeline is where it gets interesting. Google just dropped another banger 🤯 It’s called PaperBanana, a new tool that generates publication-ready academic illustrations directly from your methodology text. 100% Free. Google just dropped another banger 🤯 It’s called PaperBanana, a new tool that generates publication-ready academic illustrations directly from your methodology text. 100% Free. Your Dockerfile is not "simple". It's incomplete. Most devs only use 5 Dockerfile instructions in their whole life. FROM, COPY, RUN, EXPOSE, CMD, and maybe ENV if they’re fancy. That’s why your Ops te Your Dockerfile is not "simple". It's incomplete. Most devs only use 5 Dockerfile instructions in their whole life. FROM, COPY, RUN, EXPOSE, CMD, and maybe ENV if they’re fancy. That’s why your Ops team and your users hate you silently. Here are some instructions that you don't Creative geniuses may be the right amount of crazy. Reduced latent inhibition—difficulty filtering irrelevant stimuli, linked to psychosis—predicted higher creative achievement when paired with high I Creative geniuses may be the right amount of crazy. Reduced latent inhibition—difficulty filtering irrelevant stimuli, linked to psychosis—predicted higher creative achievement when paired with high IQ. IQ appears to transform a cognitive deficit into a creative advantage Make a copy of your default browser profile and point Playwright to that copied profile. Make a copy of your default browser profile and point Playwright to that copied profile. Google just killed the document extraction industry. LangExtract: Open-source. Free. Better than $50K enterprise tools. What it does: → Extracts structured data from unstructured text → Maps EVERY ent Google just killed the document extraction industry. LangExtract: Open-source. Free. Better than $50K enterprise tools. What it does: → Extracts structured data from unstructured text → Maps EVERY entity to its exact source location → Handles 100+ page documents with high POV: You entered the wrong tech room. What are they doing? 😂😭 POV: You entered the wrong tech room. What are they doing? 😂😭 wild how a fast CI/CD pipeline with good test coverage is basically a competitive advantage now wild how a fast CI/CD pipeline with good test coverage is basically a competitive advantage now holy shit - Ben built a UI for Ralph loops with droid, hooked into github issues to automatically fix and create PRs for issues ben is "non-technical" btw and figured this out by chatting, forking rep holy shit - Ben built a UI for Ralph loops with droid, hooked into github issues to automatically fix and create PRs for issues ben is "non-technical" btw and figured this out by chatting, forking repos, and copying images from x there's no such thing as non-technical any more Munrolive's BMW i3 teardown should be required reading for anyone in mechanical engineering. It consists of 23,793 pages, split across 10 PDFs each for one sub-assembly of the car and is a complete te Munrolive's BMW i3 teardown should be required reading for anyone in mechanical engineering. It consists of 23,793 pages, split across 10 PDFs each for one sub-assembly of the car and is a complete teardown all the way down to individual sheet metal parts and rivets. They even it's a saturday in 2026. you spent the afternoon getting wine-drunk in napa, and now you're tucked into a waymo heading back to sf. the sun is setting over the golden gate bridge. this is what the fut it's a saturday in 2026. you spent the afternoon getting wine-drunk in napa, and now you're tucked into a waymo heading back to sf. the sun is setting over the golden gate bridge. this is what the future was supposed to feel like. life is good. Post by naiive https://x.com/TheFigen_/status/1992681130785714385/video/1 https://twitter.com/elonmusk/status/1519480761749016577 Texas is moving so fast, EIA can't keep up. According to S&P, at the end of Q2, ERCOT had 14,000 megawatts of batteries. According to ERCOT, we're now at 15,712 megawatts. Texas has added more batteri Texas is moving so fast, EIA can't keep up. According to S&P, at the end of Q2, ERCOT had 14,000 megawatts of batteries. According to ERCOT, we're now at 15,712 megawatts. Texas has added more batteries in the last quarter than PJM has added in its entire history. Imagine that. When the total supply of places to live increases, the cost per person goes down! We need to be building in our urban cores as much and as fast as possible. Much of the stops from this c Imagine that. When the total supply of places to live increases, the cost per person goes down! We need to be building in our urban cores as much and as fast as possible. Much of the stops from this come from Byzantine permit departments, often with employees on the take The new bar for software: "can I vibecode this?" We’re heading into a world of personal software — built for one person and their needs — and premium software, designed with such depth that you’re buy The new bar for software: "can I vibecode this?" We’re heading into a world of personal software — built for one person and their needs — and premium software, designed with such depth that you’re buying a solution, not a tool. Most software today sits in the middle. And the cloudflare (and X) are down cloudflare (and X) are down The evolution of video game consoles The evolution of video game consoles Which of these super efficient pens would you get if you could? Which of these super efficient pens would you get if you could? I’ve never met anyone with a clean desk capable of original thought I’ve never met anyone with a clean desk capable of original thought This box changed the world [📹 worcesterterrariums] This box changed the world [📹 worcesterterrariums] Naval Ravikant: “The smart and leveraged are getting richer” “I’ve been saying this for a while, but the leverage in the system is insane,” Naval begins. “Leverage is a force-multiplier for your work. Naval Ravikant: “The smart and leveraged are getting richer” “I’ve been saying this for a while, but the leverage in the system is insane,” Naval begins. “Leverage is a force-multiplier for your work. The oldest form of leverage is labor (you have people working with you or for San Francisco is like a giant adult preschool for well-meaning autists with a childlike whimsy who happen to be building the technocapital Antichrist it’s honestly extremely amusing San Francisco is like a giant adult preschool for well-meaning autists with a childlike whimsy who happen to be building the technocapital Antichrist it’s honestly extremely amusing Phones from the 2000s used to have personality Phones from the 2000s used to have personality Ancient tech wisdom says a failed live demo is a good omen for a killer product 🧘 Ancient tech wisdom says a failed live demo is a good omen for a killer product 🧘 Robotics companies are getting a lot of attention, and capital. We have industrial robots, warehouse robots, robotic arms and dogs, humanoids, undersea robots and more. Who’s building the parts and co Robotics companies are getting a lot of attention, and capital. We have industrial robots, warehouse robots, robotic arms and dogs, humanoids, undersea robots and more. Who’s building the parts and components supply chain for robotics in the USA? I am interested. Ping me. Respect to Meta for being first to actually ship this Respect to Meta for being first to actually ship this It's still glasses But Meta's new glasses are probably the first real step towards a non-intrusive AR/XR interface Microsoft Hololens and Google Glass from a decade ago were too chunky and the display It's still glasses But Meta's new glasses are probably the first real step towards a non-intrusive AR/XR interface Microsoft Hololens and Google Glass from a decade ago were too chunky and the display too small inside the glasses You can see where this is headed, computing Are you buying the product or are you buying the brand... home audio 👇 - how many engineers does it take to make a sonos app that actually works - an ode to Oda's luthiery - tales from my B&O roommat Are you buying the product or are you buying the brand... home audio 👇 - how many engineers does it take to make a sonos app that actually works - an ode to Oda's luthiery - tales from my B&O roommate - Naim Mu-So mentioned adult conversation, no soundbar bois allowed What the actual fuck. Cursor just one shot this entire implementation. Getting Cursor to plan thoroughly based on your requirements is a game changer. plan.mdc file I used in comments. What the actual fuck. Cursor just one shot this entire implementation. Getting Cursor to plan thoroughly based on your requirements is a game changer. plan.mdc file I used in comments. 4 0 0 0 0 ⭐ Proudly powering Manus and thousands of other apps. Thanks everyone for building awesome stuff. We will change the way you interact with the browser.🔥 4 0 0 0 0 ⭐ Proudly powering Manus and thousands of other apps. Thanks everyone for building awesome stuff. We will change the way you interact with the browser.🔥 I was rejected from woke PhD programs for my "un-PC" idea: ancient migrations can shape culture & psychology. So I proved it alone. My new peer-reviewed @APA paper shows East Asian personality may ste I was rejected from woke PhD programs for my "un-PC" idea: ancient migrations can shape culture & psychology. So I proved it alone. My new peer-reviewed @APA paper shows East Asian personality may stem from Ice Age Siberia ~20000 yrs ago❄️ 📖 How so?🧵👇 interesting lately to learn deeply about the layer of supply chain (metals) that sits between mill and manufacturer processor or distributor (~$300B TAM) what do they do? buy in bulk and cut/bend/fabr interesting lately to learn deeply about the layer of supply chain (metals) that sits between mill and manufacturer processor or distributor (~$300B TAM) what do they do? buy in bulk and cut/bend/fabricate/machine for a manufacturer to use more easily these processors have Tbh I prefer reading (is that weird? I know we do a podcast too but reading is so much faster) Tbh I prefer reading (is that weird? I know we do a podcast too but reading is so much faster) If you have never read the Bitcoin white paper, I would highly suggest reading the 9 page document. Read here: If you have never read the Bitcoin white paper, I would highly suggest reading the 9 page document. Read here: Uncle Bob's morning bathrobe rant: '20X.' MIT teaches operating systems with xv6: a Unix-like kernel in 6,000 lines of C Remote workers waking up for the 11am standup Elon's five-step algorithm, starting with 'make requirements less dumb' A black-and-white MIT calculus course still beats most of what shipped this year 'Code Review is so good I can't remember how I lived without it' Karpathy explaining neural nets in 59 seconds is still the bar TechCrunch: Spotify says its best devs haven't written code since December Sequoia's Maguire: every software revolution is preceded by a hardware one AI exploded the number of new iOS apps. Apps anyone actually recommends: zero. All that AI-written software is mostly feeding the expanding bureaucracy A retired Amazon VP answers every corporate politics question, since he can now Ex-Amazon VP: why going to your skip about your boss backfires 'It's simple' DiffsHub: swap 'github' for 'diffshub' in the URL, get any diff rendered fast 'If you're not in sales or management by 40...' The gibbon has bad news. How people start talking after an hour of vibe coding 'This one.' A recommendation, minus all context. One of the sharper takes on what AI actually does to work There are only 5 or 6 tricks in systems. The rest is clever arrangement. synthteam: coworker personas distilled from Slack history. Creepy, useful. Apple quietly shipped a headless browser called WebPage. Nobody noticed. 'Karpathy admits he's struggling with AI', says the quote-tweet economy Hashimoto: entire companies are under heavy AI psychosis right now Hashimoto: the theoretical fundamentals get applied every single day Jensen Huang on the smartest person he's ever met Fast CI with good tests is now a competitive advantage. Wild that it took this long. 'Just picked up this bad boy. Can't wait to write some software with it.' Copy your browser profile, point Playwright at the copy. Done. Aschenbrenner's Situational Awareness: the AGI decade-ahead essays Cheapest security win: install the Russian language pack. Not a joke. Nobody's automating project managers because there's nothing to automate What I'd work on if I started another company today geohot: The Eternal Sloptember Paxel, from Y Combinator: understand how you build with AI 'Your gstack found an XSS my team didn't know about', texts a CTO friend Garry Tan: 'We are so early' Vibe coding creates dead code. 'Delete all dead code. Use ruff and vulture.' 'this does the job' Day 5 of banger articles you should read A list of banger articles you should read Karpathy on what to teach an 8-year-old before AGI: math, physics, CS. That's it. Musk's 'magic wand number' and 'idiot index', explained for any industry The i-have-adhd skill: agentic coding that finally fits how one dev works Flipper One revealed: an open Linux platform with 5G, Kali and SDR Designing Data-Intensive Applications, 2nd edition, is off to the printers Hot take: 99% of software is the same finite set of elements, rebuilt forever The bromantane memory thread: big claims, zero citations. Biohacker Twitter. Inferno OS: Bell Labs built an OS weird enough to run inside another OS Company graphs as context repositories: everything is a context problem Required reading before your AI lab posts another chart Have you been oneshotted by Japanese tools yet? 'Frontier intelligence on a potato': the breathless case for local models The Linux commands that carried a 13-year IT career, starting with lsof -i