Philipp Pohl-Krüger @matheus23.com · 22hThere are some interesting ideas for future jobs by modern monetary theory proponents: The Job Guarantee. The idea is to have the government fund community or care work at livable wages. 010
Reposted by Philipp Pohl-Krügerrklaehn.bsky.social @rklaehn.bsky.social · 29/09/2026We have released a new version of @iroh.computer. Nothing major in terms of features, but we did manage to significantly reduce the binary size. So now my entire embedded device zoo is running on iroh from crates.io. No more patch needed. www.iroh.computer/blog/iroh-1-... 01018
Reposted by Philipp Pohl-KrügerEvangeline Rome 🌵 🦎 🌱 🐢 🐍 🐸 @evadeva.bsky.social · 24/09/2026@iroh.computer Was "Dial Keys, not IPs" inspired by reticulum.network? And what would be the differences between them? 121
Reposted by Philipp Pohl-KrügerIsaac Corbrey @isaaccorbrey.com · 24/09/2026I swear @iroh.computer is erasing basically every network annoyance I could have possibly encountered when ideating about decentralized systems 0474
Philipp Pohl-Krüger @matheus23.com · 11/09/2026Excited to talk about iroh and networking :) We'll try to record this! ✌️ 0210
Reposted by Philipp Pohl-Krüger𝓐𝓾𝓫𝓻𝓮𝔂 @aub.bsky.social · 09/09/2026"I do well with explicit instruction and well-defined tasks with unambiguous success criteria" well, agents do too & they're faster than you, so unfortunately all we have left is [looks at clipboard] vague direction towards poorly-defined ends without any clear feedback loop for success or failure. 2929
Philipp Pohl-Krüger @matheus23.com · 08/09/2026I wonder if chain of thought was so successful because it makes token generation use more computing resources than prompt processing. Reading a source file and producing a source file are otherwise forced to use the same amount of compute per token. 130
Reposted by Philipp Pohl-Krügermr. TIM @timkellogg.me · 07/09/2026it is sooooo cool that we have an actual explainable algorithm here on bsky 116327
Reposted by Philipp Pohl-KrügerNiklas Korz @niklaskorz.de · 06/09/2026Official announcement will follow next week: we're meeting on Tuesday, October 7, for our next @NixRust meetup in #Mannheim. We still have time for a second talk, so if you have a topic or project related to #RustLang or #NixOS that you'd like to present, get in touch! 223
Philipp Pohl-Krüger @matheus23.com · 04/09/2026If you had $8k USD to build a local LLM server, what would you spec? Seems pretty hard to me. Maybe one of you has ideas? 330
Philipp Pohl-Krüger @matheus23.com · 03/09/2026This is interesting also given the recent rumors about Astra: sanyalsunny111.github.io/posts/2026-0... Figures 4 + 5 (and the tests behind them) answered a bunch of questions I had while reading through.sanyalsunny111.github.ioLooped-GPT: Looping During Pre-training improves Generalization | Sunny Sanyal Research BlogLooped-GPT — a language model trained with depth recurrence that enables iterative activation refinement via a reverse residual connection. During pre-training, Looped-GPT outperforms a standard GPT u... 010
Philipp Pohl-Krüger @matheus23.com · 27/08/2026Billions of floating point operations for these things to do this will never stop being funny to me 0151
Philipp Pohl-Krüger @matheus23.com · 26/08/2026@nonbinary.computer woah the jacquard repo pull is 432MB at the moment. Seems like that's mostly the binaries subdirectory history. Any idea if that could be improved? 140
Philipp Pohl-Krüger @matheus23.com · 11/08/2026Gooooood thread feat. cryptography terminology, Mark Miller, Granovetter Diagrams and a little bit of iroh. 061
Philipp Pohl-Krüger @matheus23.com · 08/08/2026Debuggers are overrated :) (The tool, not the informal job description lol) 080
Reposted by Philipp Pohl-Krügerzooko2.bsky.social @zooko2.bsky.social · 07/08/2026Dear American tech leaders: There is no way to pause or slow down offensive cyber research without hobbling (American) cyber defenders. But there *are* ways to accelerate cyber-defense without accelerating cyber-offense! ⤵️ 172
Philipp Pohl-Krüger @matheus23.com · 06/08/2026I just figured out how to type – on my keyboard. This is the wrong time to adopt using – in favor of -, isn't it? 320
Reposted by Philipp Pohl-KrügerBrooklyn Zelenka @expede.wtf · 04/08/2026Excited to have a ✨ guest post ✨ from @djwyen.bsky.social in our @inkandswitch.com Keyhive lab notes! The local-first setting is new to a lot of cryptographers; here Derek shares some of his insights working on the BeeKEM paper, cross-fork security (CFS), and fundamental protocol design tradeoffs 🐝inkandswitch.com06 · E2EE in the Local-First SettingExamining design considerations for developing cryptography for the local-first setting. 13710
Reposted by Philipp Pohl-KrügerEurosky Sebastian @sebastian.eurosky.social · 04/08/2026Ich durfte mit Golem über @eurosky.social sprechen und erklären, warum aus meiner Sicht kein Weg an interoperablen Lösungen für ein „Social Media aus Europa“ vorbei führt. golem.deEU-Social-Media-Projekt Eurosky: "Alle Nutzer haben die Hoheit über ihre Daten" - Golem.deWarum es kein europäisches Facebook braucht, sondern ein offenes Netzwerk für ein europäisches Social Media, erklärt uns Eurosky-Mitgründer Sebastian Vogelsang. 58429
Reposted by Philipp Pohl-KrügerEvelyn @kandake.africa · 03/08/2026The three directors of Northsky Social are all women, @jay.bsky.team was CEO of Bluesky until she decided to move back to the work she loves. Your PR bits are stepping on toes. 2442
Reposted by Philipp Pohl-KrügerWill @willdot.net · 03/08/2026Been playing around with @iroh.computer a little bit with the rust docs (still a rust noob). Very impressed and like it a lot! I’ve abandoned so many project ideas over the years because accessing a machine on a home network inbound via IP was just not feasible. Wish I could remember them all. 0121
Reposted by Philipp Pohl-KrügerEugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 28/07/2026This is a really excellent benchmark, pointing to some serious missing capabilities in coding agents: arxiv.org/abs/2603.247.... They don't write code with an eye towards maintenance!arxiv.orgSlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative TasksSoftware development is iterative, yet agentic coding benchmarks overwhelmingly evaluate single-shot solutions against complete specifications. Code can pass the test suite but become progressively ha... 117331
Reposted by Philipp Pohl-KrügerMartin Kleppmann @martin.kleppmann.com · 26/07/2026Engineering management after the cost of code collapsed: “Investing in machine-checkable correctness is now among the highest-leverage infrastructure work an org can fund” karimjedda.com/engineering-... 813225
Philipp Pohl-Krüger @matheus23.com · 25/07/2026The browser is the wrong medium for local-first 🫠 Act accordingly. (I don't think we can fix browsers unfortunately) 8372
Reposted by Philipp Pohl-Krügerb5 @b5.bsky.social · 23/07/2026Local first people! There are not enough LoFi events in NYC. Let’s fix that with a chill hang this coming Tuesday: luma.com/08byrv8lluma.comLoFi Meetup NY (Hosted by Iroh) · LumaJoin us at Radegast Hall & Biergarten for a drink and a casual chat about local-first software. "Local first" is a term for software that prioritizes data… 1307
Philipp Pohl-Krüger @matheus23.com · 23/07/2026Routers are lame. We don't need routers. Just connect your devices with ethernet and use IPv6 link local addresses. Or Wifi Direct. Or Wifi Aware. All IPv6 link local addressing. (Every now and then I dream about IPv6 link local addr support in iroh) 3131
Reposted by Philipp Pohl-KrügerBrooklyn Zelenka @expede.wtf · 22/07/2026📃🐝✨ Excited to share a preprint about BeeKEM, a decentralized / local-first variant of MLS's TreeKEM (group E2EE) that we designed at @inkandswitch.com. Huge thanks to our coauthors for the writeup and empirical analysis — even we were pleasantly surprised by the performance results 📊eprint.iacr.org 57215
Philipp Pohl-Krüger @matheus23.com · 21/07/2026A 118B model scoring 40% on DeepSWE (compared to the 700+B GLM 5.2 that scores 44%) is super impressive. Will want to download and check out. 080
Reposted by Philipp Pohl-KrügerJustin @just-be.dev · 16/07/2026Had a fantastic time at @localfirstconf.com. Started off relatively stark with discussions acknowledging the general political instability of our times and how much data sovereignty matters. Ended with an absolutely wild demo of @inkandswitch.com's patchwork project. Lots of good bits in between. 1314
Reposted by Philipp Pohl-KrügerWikipedia @wikipedia.org · 15/08/2025Imagine cities powered by renewable energy, buildings overflowing with greenery, and communities in harmony with nature. Solarpunk blends sci-fi, art, and activism to show hopeful, sustainable futures with DIY innovation, solar power, and social inclusiveness. Learn more ➡️ w.wiki/9BBv 21967220
Philipp Pohl-Krüger @matheus23.com · 15/07/2026*goes home from local-first inspired and optimistic* *goes on bluesky and reads discourse* *energy drained in real time* Social media was a terrible mistake. 4340
Reposted by Philipp Pohl-KrügerDaniel Norman @norman.life · 15/07/2026Two tools I recently learned about for sandboxing agents without needing a full VM nono.sh agent-safehouse.devagent-safehouse.devAgent SafehouseSandbox your LLM coding agents on macOS. Kernel-level enforcement via sandbox-exec — deny-first, composable, zero dependencies. 2285
Philipp Pohl-Krüger @matheus23.com · 13/07/2026Yeah.. after having worked on a bunch of bug reports with LLM assistance, this is the next obvious step beyond the chat+harness interface. 010
Reposted by Philipp Pohl-KrügerEileen (╹◡╹) @bumble.blue · 13/07/2026My dream open and local setup for playing with computers: @pi.dev as the harness, @tonk.xyz as the database, @atproto.com for identity, and @iroh.computer for sync 👾👾👾👾 4463
Philipp Pohl-Krüger @matheus23.com · 12/07/2026My digital calligraphy looks worse than @steveruizok.bsky.social's... And I'm using a Wacom, not my trackpad lol 040
Philipp Pohl-Krüger @matheus23.com · 12/07/2026@adamwiggins.com (about local-first) "we're not a political conference" @martin.kleppmann.com: "hold my beer" (*affectionate*!) 1301
Philipp Pohl-Krüger @matheus23.com · 10/07/2026Will be @localfirstconf.com :) looking forward to talking about #rustlang and @iroh.computer with y'all 1151
Reposted by Philipp Pohl-Krügerrklaehn.bsky.social @rklaehn.bsky.social · 10/07/2026If you are interested in the history of the various decisions that went into @iroh.computer 1.0, I have written a blog post about the road to iroh 1.0. There were a lot of twists and turns... www.iroh.computer/blog/the-roa...iroh.computerThe road to iroh 1.0 1335
Reposted by Philipp Pohl-KrügerLauri Myllyvirta @laurimyllyvirta.bsky.social · 07/07/2026Where's Germany in these charts? Nowhere, for two reasons. The nuclear phase-out, obviously, but the country also failed to build renewables at scale, as we keep highlighting. Germany's status in people's (incl. many Germans') minds as renewables champion is a decade out of date. 24013
Philipp Pohl-Krüger @matheus23.com · 07/07/2026#DB unser auf den Schienen! Geheiligt seien deine Züge Deine Bahn komme Deine Gleisankündigung geschehe Wie im Himmel, so auf Schienen Unsren täglich Zug gibt uns heute Und vergib uns unsere Ungeduld, wie auch wir vergeben deine Verspätungen, sondern erlöse uns von den Autos. 120
Philipp Pohl-Krüger @matheus23.com · 06/07/2026New elm minor release the fuck elm-lang.org/news/faster-...elm-lang.orgnews/faster-buildsA delightful language with friendly error messages, great performance, small assets, and no runtime exceptions. 200
Philipp Pohl-Krüger @matheus23.com · 02/07/2026I keep shilling nono.sh to everyone. The agents that I run that are connected to the Internet have access mostly just to open source code repos and some nonsensitive config files here and there. I made myself a shortcut for opencode in nono: github.com/matheus23/ni... 010
Reposted by Philipp Pohl-KrügerEd @ed3d.net · 30/06/2026I hate this. like, the attitude is that anthropic's security is paramount. yours, however, they're willing to be flexible about. this is extremely gross.thereallo.devClaude Code Is Steganographically Marking RequestsI inspected Claude Code for privacy reasons and found hidden system prompt markers based on API base URL and timezone. 825337
Reposted by Philipp Pohl-Krügerfeynon @ankeshbharti.com · 27/06/2026A small ask from the local-first community. I’m speaking at @localfirstconf.com in Berlin about @tiles.run, but this year the conference isn't able to cover speaker travel. I'm trying to raise $700 through Github Sponsors to cover my flight. Any amount helps. github.com/sponsors/til...github.comSponsor @tilesprivacy on GitHub SponsorsWe believe that privacy adoption at scale must work backwards from preserving utility. We aim to deliver “just works” experiences through best-in-class privacy-focused engineering while offering un... 21110
Philipp Pohl-Krüger @matheus23.com · 25/06/2026New contributions often take more effort to review than to just build myself. As a maintainer, I know the project's goals, context, process and the other maintainers much better than a new contributor. In the past it seemed worth to get these contributions in *under the name of the contributor*. 160
Philipp Pohl-Krüger @matheus23.com · 20/06/2026Skimming ML papers as a past-time but mostly as a hobby because I'll never have the resources to do anything with them. Anyways. There's some cool & exciting stuff. 100
Philipp Pohl-Krüger @matheus23.com · 19/06/2026Heise wrote an article about iroh, and it's really good! www.heise.de/en/news/Iroh... (much better than what we manage to say about ourselves :P)heise.deIroh 1.0 turns the internet into a secure localhostThe modular networking stack Iroh reaches version 1.0. It relies on cryptographic keys instead of IP addresses for networking. 0394