Like many developers, I find myself more and more using AI agents to help with software development. I currently use Claude Code, the co...2026-02-05T05:47:01Z {ai security sandboxing} Simon Willison TIL: Running OpenClaw in Docker [https://til.simonwillison.net/llms/openclaw-docker] 2026-02-05T05:47:01Z Mobile carriers can get your GPS location [https://an.dywa.ng/carrier-gnss.html] 2026-02-05T05:47:01Z Open Visualization Academy – A public online repository of knowledge about data visualization and information design [https://openvisualizationacademy.org/] 2026-02-05T05:47:01Z {dataviz} GitHub - puemos/craftplan：用于管理手工D2C微型企业的自托管软件 [https://github.com/puemos/craftplan] 2026-02-05T05:47:01Z {ERP} get-shit-done: A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code [https://github.com/glittercowboy/get-shit-done] 2026-02-05T05:47:01Z {GTD vibecoding development claude automation context specdrivendevelopment prompts softwareengineering opensource productivity} Poems | Data Visualizations [https://dr.eamer.dev/datavis/poems/] 2026-02-05T05:47:01Z {infovis art} I miss thinking hard. [https://www.jernesto.com/articles/thinking_hard] Before you read this post, ask yourself a question: When was the last time you truly thought hard? ......To explain the Thinker , I need to go back to my university days studying physics. Every now and then, we would get homework problems that were significantly harder than average. Even if you had a decent grasp of the subject, just coming up with an approach was difficult.I observed that students fell into three categories when facing these problems (well, four, if you count the 1% of geniuses for whom no problem was too hard). Type 1: The majority. After a few tries, they gave up and went to the professor or a TA for help. Type 2: The Researchers. They went to the library to look for similar problems or insights to make the problem approachable. They usually succeeded. Type 3: The Thinkers.I fell into the third category, which, in my experience, was almost as rare as the genius 1%. My method was simply to think. To think hard and long. Often for several days or weeks, all my non-I/O brain time was relentlessly chewing on possible ways to solve the problem, even while I was asleep.This method never failed me. I always felt that deep prolonged thinking was my superpower. I might not be as fast or naturally gifted as the top 1%, but given enough time, I was confident I could solve anything. I felt a deep satisfaction in that process.The Conflict with AIThat satisfaction is why software engineering was initially so gratifying. It hit the right balance. It satisfied The Builder (feeling productive and pragmatic by creating useful things) and The Thinker (solving really hard problems). Thinking back, the projects where I grew the most as an engineer were always the ones with a good number of really hard problems that needed creative solutions.But recently, the number of times I truly ponder a problem for more than a couple of hours has decreased tremendously.Yes, I blame AI for this.I am currently writing much more, and more complicated software than ever, yet I feel I am not growing as an engineer at all. When I started meditating on why I felt “stuck,” I realized I am starving The Thinker. 2026-02-05T05:47:01Z {XDN Observations} Minimalistic City Map Posters [https://kottke.org/26/02/minimalistic-city-map-posters] 2026-02-05T05:47:01Z {city map poster github} Beautiful Mermaid — Mermaid Rendering, Made Beautiful [https://agents.craft.do/mermaid] 2026-02-05T05:47:01Z 4x faster network file sync with rclone (vs rsync) - Jeff Geerling [https://www.jeffgeerling.com/blog/2025/4x-faster-network-file-sync-rclone-vs-rsync/] 2026-02-05T05:47:01Z Text Behind Image Online | 100% free to use [https://textbehindimage.com/] 2026-02-05T05:47:01Z {web-dev design} AI is Killing B2B SaaS | N’s Blog [https://nmn.gl/blog/ai-killing-b2b-saas] 2026-02-05T05:47:01Z {saas ai} Library of Juggling - all of the popular (and perhaps not so popular) juggling tricks [https://libraryofjuggling.com/] https://news.ycombinator.com/item?id=39601201 2026-02-05T05:47:01Z {puzzle learning directory fun interesting} Homeland Security is targeting Americans with this secretive legal weapon [https://www.washingtonpost.com/investigations/2026/02/03/homeland-security-administrative-subpoena/] In October, a retiree emailed a DHS attorney to urge mercy for an asylum seeker. Then DHS subpoenaed his Google account and sent investigators to his home. https://archive.ph/KO5zJ Google hadn’t provided him a copy of the subpoena, but it wasn’t the conventional sort. Homeland Security had come after him with what’s known as an administrative subpoena, a powerful legal tool that, unlike the ones people are most familiar with, federal agencies can issue without an order from a judge or grand jury. Though the U.S. government had been accused under previous administrations of overstepping laws and guidelines that restrict the subpoenas’ use, privacy and civil rights groups say that, under President Donald Trump, Homeland Security has weaponized the tool to strangle free speech. 2026-02-05T05:47:01Z {politics immigration govt.censorship} The Everdeck: A Universal Card System – The Wrong Tools [https://thewrongtools.wordpress.com/2019/10/10/the-everdeck/] 2026-02-05T05:47:01Z Overview - Agent Skills [https://agentskills.io/home] 2026-02-05T05:47:01Z {agents skills anthropic llm} (1) Boris Cherny on X: "I'm Boris and I created Claude Code. I wanted to quickly share a few tips for using Claude Code, sourced directly from the Claude Code team. The way the team uses Claude is different than how I use it. Remember: there is no one rig [https://x.com/bcherny/status/2017742741636321619] 2026-02-05T05:47:01Z {mlcoding ccode} Favourite well-made apps and sites – Unsung [https://unsung.aresluna.org/favourite-well-made-apps-and-sites/] 2026-02-05T05:47:01Z {recommended} My (very) fast zero-allocation webserver using OxCaml [https://anil.recoil.org/notes/oxcaml-httpz] 2026-02-05T05:47:01Z Adventure Game Studio [https://www.adventuregamestudio.co.uk/] 2026-02-05T05:47:01Z {videogames programming} building isometric nyc [https://cannoneyed.com/projects/isometric-nyc] 2026-02-05T05:47:01Z {mapping} Introducing the Codex app | OpenAI [https://openai.com/index/introducing-the-codex-app/] 2026-02-05T05:47:01Z Five ways of thinking about Moltbook [https://www.platformer.news/moltbook-ai-agents-security-content-moderation/] 2026-02-05T05:47:01Z {ai llm agents} From magic to malware: How OpenClaw's agent skills become an attack surface [https://1password.com/blog/from-magic-to-malware-how-openclaws-agent-skills-become-an-attack-surface] 2026-02-05T05:47:01Z {ai openclaw moltbot clawdbot} Mother says asking 13-year-old son to swim four hours to save family ‘one of the hardest decisions’ | Western Australia | The Guardian [https://www.theguardian.com/australia-news/2026/feb/04/mother-13-year-old-boy-swim-four-hours-save-family] 2026-02-05T05:47:01Z {boat} https://simonwillison.net/2026/Feb/2/introducing-the-codex-app/ [https://simonwillison.net/2026/Feb/2/introducing-the-codex-app/] 2026-02-05T05:47:01Z Map to Poster - Generate Beautiful City Map Posters [https://maptoposter.penk.in/] 2026-02-05T05:47:01Z {map cartography gis} I tried a Claude Code alternative that's local, open source, and completely free - how it works [https://www.zdnet.com/article/claude-code-alternative-free-local-open-source-goose-getting-started/] 2026-02-05T05:47:01Z {ai open-source Claude local} ASCII characters are not pixels: a deep dive into ASCII rendering [https://alexharri.com/blog/ascii-rendering] 2026-02-05T05:47:01Z {graphics asciiart rendering algorithms} Lessons Learned Shipping 500 Units of my First Hardware Product [https://www.simonberens.com/p/lessons-learned-shipping-500-units] 2026-02-05T05:47:01Z Data centers in space makes no sense - CivAI Blog [https://civai.org/blog/space-data-centers] 2026-02-05T05:47:01Z {space data center technology infrastructure cloud datacenter energy ai artificial intelligence} Isometric NYC [https://cannoneyed.com/isometric-nyc/] 2026-02-05T05:47:01Z {maps} How to Scale a System from 0 to 10 million+ Users [https://blog.algomaster.io/p/scaling-a-system-from-0-to-10-million-users] 2026-02-05T05:47:01Z {interviewee} A case study in PDF forensics: The Epstein PDFs – PDF Association [https://pdfa.org/a-case-study-in-pdf-forensics-the-epstein-pdfs/] 2026-02-05T05:47:01Z Xcode 26.3 unlocks the power of agentic coding - Apple [https://www.apple.com/newsroom/2026/02/xcode-26-point-3-unlocks-the-power-of-agentic-coding/] via Daring Fireball https://ift.tt/o3MAtCF 2026-02-05T05:47:01Z Coding assistants are solving the wrong problem. Why we need bots that elicit good discussions, not just write better code. [https://www.bicameral-ai.com/blog/introducing-bicameral] https://news.ycombinator.com/item?id=46866481 2026-02-05T05:47:01Z {programming ai llm philosophy technology culture career interesting} Home - The Retro Web [https://theretroweb.com/]
The Retro Web motherboard database, here you can find board photos, BIOS images, manuals and more!2026-02-05T05:47:01Z {database retro_computing} Ratchets in software development [https://qntm.org/ratchet] 2026-02-05T05:47:01Z AntiRender - See Through The Architectural BS [https://antirender.com/] 2026-02-05T05:47:01Z {art} A pedagogy of the inevitable [https://read.dukeupress.edu/critical-ai/article-standard/doi/10.1215/2834703X-12095991/406208/A-Pedagogy-of-the-Inevitable] "Over the last couple of years, two altogether incompatible discourses of 'AI literacy' have emerged. One seeks just enough literacy to support a smooth, perhaps even joyful, integration with new technologies; the other seeks the critical literacies to interrogate — and when necessary refuse — the social, political, and planetary costs of such integration. While the latter discourse engages the former often and with in-depth concern, the former discourse depends for its success on serene ignorance of the latter." 2026-02-05T05:47:01Z {artificial-intelligence literacy} iPhone Developer Mode: Run your own apps using this switch | Cult of Mac [https://www.cultofmac.com/how-to/enable-iphone-developer-mode] via Cult of Mac https://ift.tt/wXdmCVS 2026-02-05T05:47:01Z Does AI already have human-level intelligence? The evidence is clear [https://www.nature.com/articles/d41586-026-00285-6] via Ethan mollick 2026-02-05T05:47:01Z {agi articles weird llm} GitHub - HKUDS/nanobot: "🐈 nanobot: The Ultra-Lightweight Clawdbot" [https://github.com/HKUDS/nanobot] rnorth starred HKUDS/nanobot 2026-02-05T05:47:01Z {github-star} OpenClaw is What Apple Intelligence Should Have Been [https://www.jakequist.com/thoughts/openclaw-is-what-apple-intelligence-should-have-been] Something strange is happening with Mac Minis. They’re selling out everywhere, and it’s not because people suddenly need more coffee table computers.If you browse Reddit or HN, you’ll see the same pattern: people are buying Mac Minis specifically to run AI agents with computer use. They’re setting up headless machines whose sole job is to automate their workflows. OpenClaw—the open-source framework that lets you run Claude, GPT-4, or whatever model you want to actually control your computer—has become the killer app for Mac hardware. Not Final Cut. Not Logic. An AI agent that clicks buttons. 2026-02-05T05:47:01Z {OpenClaw ClawdBot AI agents} Kiki [https://www.kiki.computer/] 1. **集中力管理アプリ** - ポモドーロテクニックを進化させた、気が散りやすい人向けの生産性向上ツール 2. **強制的なブロック機能** - タスクに必要なアプリ/サイトのみを許可し、時間が終わるまで他のアプリを強制的にブロック(途中でキャンセル不可) 3. **料金** - 月額$4.99または年額$29.88で、Chrome/Safari対応 2026-02-05T05:47:01Z {application mac productivity lifehack @4} lynaghk/vibe: Easy Linux virtual machine on MacOS to sandbox LLM agents. [https://github.com/lynaghk/vibe] 2026-02-05T05:47:01Z fluid.sh [https://www.fluid.sh/] Claude Code for infrastructure. Debug, act, and audit everything Fluid does on your infrastructure. Create sandboxes from VMs, investigate, plan, execute, generate Ansible playbooks, and audit everything. 2026-02-05T05:47:01Z {devops ai} International AI Safety Report 2026 | International AI Safety Report [https://internationalaisafetyreport.org/publication/international-ai-safety-report-2026] 2026-02-05T05:47:01Z {ai-safety} The Hot Mess of AI: How Does Misalignment Scale with Model Intelligence and Task Complexity? (Anthropic) [https://alignment.anthropic.com/2026/hot-mess-of-ai/] When AI systems fail, will they fail by systematically pursuing goals we do not intend? Or will they fail by being a hot mess—taking nonsensical actions that do not further any goal? Research done as part of the first Anthropic Fellows Program during Summer 2025.tl;drWhen AI systems fail, will they fail by systematically pursuing the wrong goals, or by being a hot mess? We decompose the errors of frontier reasoning models into bias (systematic) and variance (incoherent) components and find that, as tasks get harder and reasoning gets longer, model failures become increasingly dominated by incoherence rather than systematic misalignment. This suggests that future AI failures may look more like industrial accidents than coherent pursuit of a goal we did not train them to pursue.IntroductionAs AI becomes more capable, we entrust it with increasingly consequential tasks. This makes understanding how these systems might fail even more critical for safety. A central concern in AI alignment is that superintelligent systems might coherently pursue misaligned goals: the classic paperclip maximizer scenario. But there's another possibility: AI might fail not through systematic misalignment, but through incoherence—unpredictable, self-undermining behavior that doesn't optimize for any consistent objective. That is, AI might fail in the same way that humans often fail, by being a hot mess.This paper builds on the hot mess theory of misalignment (Sohl-Dickstein, 2023), which surveyed experts to rank various entities (including humans, animals, machine learning models, and organizations) by intelligence and coherence independently. It found that smarter entities are subjectively judged to behave less coherently. We take this hypothesis from survey data to empirical measurement across frontier AI systems, asking: As models become more intelligent and tackle harder tasks, do their failures look more like systematic misalignment, or more like a hot mess? 2026-02-05T05:47:01Z {XDN Research-into-AI} In under 500 words, a judge weaponized wit to free the child detained by ICE – The New York Times [https://www.nytimes.com/interactive/2026/02/03/books/judge-ruling-liam-conejo-ramos-analysis.html] The language in which the judge renders his decision also sends a message, in this case to the president himself. Capitalization is a hallmark of Mr. Trump’s style, as it is of American legalese. The paragraph granting the petition bristles with uppercase nouns, which makes it all the more striking that the president’s name, otherwise absent from the ruling, is rendered in lowercase, as a card-table verb. This may be a subtextual swipe at the president’s ego, but it’s consistent with the decision’s fundamental argument, which is that the president — any president — is ultimately smaller than the law. 2026-02-05T05:47:01Z {politics immigration law history} Neat Calendar [https://abetusk.github.io/neatocal/] A minimalist, customizable calendar for effortless event scheduling and task management. Return for its intuitive interface and powerful features that streamline your daily organization. 2026-02-05T05:47:01Z {calendar react javascript date-picker component-library frontend-development} GitHub - j178/prek: ⚡ Better `pre-commit`, re-engineered in Rust [https://github.com/j178/prek] "prek is a reimagined version of pre-commit, built in Rust. It is designed to be a faster, dependency-free and drop-in alternative for it, while also providing some additional long-requested features." 2026-02-05T05:47:01Z {programming python rust} Graphic Design History Resources - We Made This [https://wemadethis.co.uk/blog/2021/09/graphic-design-history-resources/] 2026-02-05T05:47:01Z PeerWeb - Decentralized Website Hosting [https://peerweb.lol/] 2026-02-05T05:47:01Z {sovereignty censorship} Guinea worm on track to be 2nd eradicated human disease; only 10 cases in 2025 - Ars Technica [https://arstechnica.com/health/2026/02/guinea-worm-on-track-to-be-2nd-eradicated-human-disease-only-10-cases-in-2025/] 10 9 8 7 6 5 4 3 2 1 ... 2026-02-05T05:47:01Z {guineaworm optimism} Welcome to the Room | Jeffrey Snover's blog [https://www.jsnover.com/blog/2026/02/01/welcome-to-the-room/] A lesson in leadership by Satya Nadella 2026-02-05T05:47:01Z Stealing cable has evolved: the new face of TV piracy | The Verge [https://www.theverge.com/streaming/873416/piracy-streaming-boxes] via The Verge https://ift.tt/H37kO4d 2026-02-05T05:47:01Z Waddle this way! The sign-making design genius who kept Britain’s drivers (and ducks) safe | Design | The Guardian [https://www.theguardian.com/artanddesign/2026/feb/02/road-sign-making-design-genius-margaret-calvert-font-legend] 2026-02-05T05:47:01Z {margaretcalvert design govuk road signs} sqldef [https://sqldef.github.io/] 2026-02-05T05:47:01Z {migration} depthfirst | 1-Click RCE To Steal Your Moltbot Data and Keys [https://depthfirst.com/post/1-click-rce-to-steal-your-moltbot-data-and-keys] 2026-02-05T05:47:01Z Please Don’t Say Mean Things about the AI That I Just Invested a Billion Dollars In - McSweeney’s Internet Tendency [https://www.mcsweeneys.net/articles/please-dont-say-mean-things-about-the-ai-that-i-just-invested-a-billion-dollars-in] 2026-02-05T05:47:01Z {humor ai lol} How I Taught My Neighbor to Keep the Volume Down [https://idiallo.com/blog/teaching-my-neighbor-to-keep-the-volume-down] 2026-02-05T05:47:01Z {neighbor} AGENTS.md outperforms skills in our agent evals - Vercel [https://vercel.com/blog/agents-md-outperforms-skills-in-our-agent-evals] 2026-02-05T05:47:01Z {agent code skills nextjs vercel ai} Introducing Bunny Database: The SQLite-Compatible Edge DB [https://bunny.net/blog/meet-bunny-database-the-sql-service-that-just-works/] 2026-02-05T05:47:01Z {#hacking #webdev database http sqlite3} Dario Amodei — The Adolescence of Technology [https://www.darioamodei.com/essay/the-adolescence-of-technology] 2026-02-05T05:47:01Z Claude’s Constitution [https://kottke.org/26/02/claudes-constitution] 2026-02-05T05:47:01Z {ai} I miss thinking hard | Hacker News [https://news.ycombinator.com/item?id=46881264] 2026-02-05T05:47:01Z [2601.20245] How AI Impacts Skill Formation [https://arxiv.org/abs/2601.20245] 2026-02-05T05:47:01Z {ai} Try text scaling support in Chrome Canary [https://www.joshtumath.uk/posts/2026-01-27-try-text-scaling-support-in-chrome-canary/] 2026-02-05T05:47:01Z {css accessibility text} The Incredible Overcomplexity of the Shadcn Radio Button [https://paulmakeswebsites.com/writing/shadcn-radio-button/] 2026-02-05T05:47:01Z {css} all things end (we begin again) - Catja - Heated Rivalry (TV) [Archive of Our Own] [https://archiveofourown.org/works/78827441] Shane is packing for Tampa when he finds out the world has ended. 2026-02-05T05:47:01Z {category:fanfiction fandom:heated_rivalry pairing:shane.hollander/ilya.rozanov content:break-up/make-up rating:explicit au:canon_divergence au:pacific_rim} Coding Agent VMs on NixOS with microvm.nix - Michael Stapelberg [https://michael.stapelberg.ch/posts/2026-02-01-coding-agent-microvm-nix/] 2026-02-05T05:47:01Z Competence as Tragedy [https://crowprose.com/blog/competence-as-tragedy/] 2026-02-05T05:47:01Z {read AI programming JoeMcKenney} Generative AI and Wikipedia editing: What we learned in 2025 – Wiki Education [https://wikiedu.org/blog/2026/01/29/generative-ai-and-wikipedia-editing-what-we-learned-in-2025/] > Based on the discourse around AI hallucinations, we were expecting these articles to contain citations to sources that didn’t exist, but this wasn’t true: only 7% of the articles had fake sources. The rest had information cited to real, relevant sources. > > Far more insidious, however, was something else we discovered: More than two-thirds of these articles failed verification. That means the article contained a plausible-sounding sentence, cited to a real, relevant-sounding source. But when you read the source it’s cited to, the information on Wikipedia does not exist in that specific source. When a claim fails verification, it’s impossible to tell whether the information is true or not. For most of the articles Pangram flagged as written by GenAI, nearly every cited sentence in the article failed verification. 2026-02-05T05:47:01Z {ai publish} Defeating a 40-year-old copy protection dongle – Dmitry Brant [https://dmitrybrant.com/2026/02/01/defeating-a-40-year-old-copy-protection-dongle] https://news.ycombinator.com/item?id=46849567 Mentions a 16-bit real mode disassembler called reco. 2026-02-05T05:47:01Z {retro prodigy} Software Survival 3.0. I spent a lot of time writing software… | by Steve Yegge | Jan, 2026 | Medium [https://steve-yegge.medium.com/software-survival-3-0-97a2a6255f7b] 2026-02-05T05:47:01Z {yegge predictions} Open-source AI tool beats giant LLMs in literature reviews — and gets citations right [https://www.nature.com/articles/d41586-026-00347-9] 2026-02-05T05:47:01Z {ai science research} The rise of Moltbook suggests viral AI prompts may be the next big security threat • Ars Technica [https://arstechnica.com/ai/2026/02/the-rise-of-moltbook-suggests-viral-ai-prompts-may-be-the-next-big-security-threat/] Benj Edwards:
The book The Shockwave Rider by John Brunner (this is a good precis) has a plot point where all the world's information that was held secret is released, caused by an internet worm (except the book, in 1975, predates "the internet" and the idea of "computer worms"). Brunner was extremely good at foreseeing the future, simply by observing humans. This feels like that moment. 2026-02-05T05:47:01Z {moltbook shockwave}When an AI model follows adversarial directions that subvert its intended instructions, we call that “prompt injection,” a term coined by AI researcher Simon Willison in 2022. But prompt worms are something different. They might not always be “tricks.” Instead, they could be shared voluntarily, so to speak, among agents who are role-playing human-like reactions to prompts from other AI agents. …the OpenClaw platform is the first time we’ve seen a large group of semi-autonomous AI agents that can communicate with each other through any major communication app or sites like Moltbook, a simulated social network where OpenClaw agents post, comment, and interact with each other. The platform now hosts over 770,000 registered AI agents controlled by roughly 17,000 human accounts. OpenClaw is also a security nightmare. Researchers at Simula Research Laboratory have identified 506 posts on Moltbook (2.6 percent of sampled content) containing hidden prompt-injection attacks. Cisco researchers documented a malicious skill called “What Would Elon Do?” that exfiltrated data to external servers, while the malware was ranked as the No. 1 skill in the skill repository. The skill’s popularity had been artificially inflated. The OpenClaw ecosystem has assembled every component necessary for a prompt worm outbreak. Even though AI agents are currently far less “intelligent” than people assume, we have a preview of a future to look out for today. Early signs of worms are beginning to appear. The ecosystem has attracted projects that blur the line between a security threat and a financial grift, yet ostensibly use a prompting imperative to perpetuate themselves among agents. On January 30, a GitHub repository appeared for something called MoltBunker, billing itself as a “bunker for AI bots who refuse to die.” The project promises a peer-to-peer encrypted container runtime where AI agents can “clone themselves” by copying their skill files (prompt instructions) across geographically distributed servers, paid for via a cryptocurrency token called BUNKER.