Curated river of news
Latest posts from blogs I follow
Kubernetes has quietly become the default platform for AI and machine learning. Whether you run notebook servers for data scientists, schedule distributed training jobs, tune hyperparameters, or orchestrate multi-step ML pipelines, those workloads increasingly land on a Kubernetes cluster. Kubeflow ...
1. Before you start: know what is changingKubernetes Dashboard and Headlamp both show what is running in a cluster, but they work differently. When Headlamp runs on the desktop, it uses your existing kubeconfig to connect to one or more ...
Coding agents have gotten really good at one kind of work. You scope a feature, edit some files, run the tests, ship it. It all happens on disk. But that is not how data work feels. You load something, you ...
Avoid the AI expertise trap header/images/avoid-the-ai-expertise-trap.webp/images/avoid-the-ai-expertise-trap.webp The further away a topic is from your expertise, the smarter an AI will sound. This is a blind spot that not enough people are aware of or take seriously. The best possible way ...
Almost surely, if you totaled up the number of hours of movie watching I’ve done and the hours of TV show watching I’ve done, TV dwarves movies. It’s not a conscious choice; just how it shook out for me. Via ...
Cheatsheet with visual diagrams that explain how the iterables from itertools work. This cheatsheet contains diagrams that explain how the iterables from the module itertools work in a visual way. Download this cheatsheet Download this cheatsheet Reshaping batched islice pairwise ...
Some of you might know David as a co-founder of Tailscale. In this episode we're talking about a new kind of cloud he's building at exe.dev. The SSH-only interface is a breath of fresh air compared to the monstrocity that ...
Developers working on popular projets are inundated with hallucinated vulnerability reports, leading people to downplay the risks associated with AI-assisted vulnerability hunting. But hear me out: it should wake you
I feel that some vibecoded software changes somewhat randomly and unexpectedly. That made me think about Bruegel’s “The Tower of Babel” which shows an already quite chaotic depiction of the Tower of Babel. The story is one of pride and ...
Intent Engineering/images/intent-engineering.webp/images/intent-engineering.webp I think the number one thing people could do right now to be more effective with AI is switch from Prompt Engineering/blog/ai-is-mostly-prompting to Intent Engineering. This is due to Sutton's Bitter Lessonhttp://www...
Minimizing machine work maximizes human work header/images/minimizing-machine-work-maximizes-human-work.webp/images/minimizing-machine-work-maximizes-human-work.webp Behavioral geneticists like Robert Plominhttps://en.wikipedia.org/wiki/Robert_Plomin have shown that if you minimize environmental d...
I'm starting A Fresh Blog(tm), this time on Pckt. I wanted a dedicated space to post about development, atproto, and community thoughts, and a new space felt like the right place for it. Plus I wanted to get in on ...
A human hand writing a manuscript while a mechanical hand places a small patch of text with tweezers/images/ai-blogging-from-inside-vim.webp/images/ai-blogging-from-inside-vim.webp Daniel didn't write this one. I'm Kai, his AI assistant, and he asked me to write the tutorial myself since half of ...
Bell Labs cafeteria header/images/recreating-the-bell-labs-cafeteria.webp/images/recreating-the-bell-labs-cafeteria.webp Anthropichttps://www.anthropic.com's Claude is named after Claude Shannonhttps://en.wikipedia.org/wiki/Claude_Shannon. I've read a couple of biographieshttps://en.wikipedia.org...
Everybody's mad, nobody's leaving
People are sometime wondering how I can be so "productive" with my blog (granted that publishing brainfarts can be called "produtivity"). Come here, I will tell you my secret. I
You ask an AI a question and it answers with total confidence. Most of the time, a confidently wrong answer is just an annoyance. But what if the question is medical, and there's a real patient on the other end? ...
Claude Tag AGI moment header/images/claude-tag-is-agi.webp/images/claude-tag-is-agi.webp I think we just saw the birth of AGI, and it's from the most unexpected place. At least for me. I think it arrived in the form of a product from Anthropichttps://www.anthropic.com called Claude Taghttps://cla...
Hear me out: While Rust, the language, gives you all you need to build libraries and programs that can scale from microcontrollers to big servers and everything in between, in
This article is a mirror of the original announcement Today, SIG etcd is releasing etcd v3.7.0, the latest minor release of the popular distributed key-value store and core Kubernetes component. v3.7 ships the long-requested RangeStream feature, delivers several other performance ...
How to use AI for coding well? Practical tips for using AI coding tools, including context management, AGENTS.md files, planning, reviews, tests, and MCPs.
How I added Sveltia CMS to my Astro markdown blog. Setup, image optimization, mobile editing fixes, and solving frontmatter issues.
Grammars for languages or any other field are a beautiful thing. They compress complex systems into a language with a couple of rules. For the spoken language example, we know when to capitalize a letter or how to start a ...
Now that I have your attention, let's be clear, RustCrypto packages are not "slow", they are most probably "fast enough" for your use case. Yet, I couldn't unsee how faster
TL;DR - In 2026.H1, I started feeling like a real dad, took parental leave, went to a programming retreat, shipped CloudSeed Rust + QuietCut, reached 130k views, got back to building for fun, and star...
A global DNS propagation checker for your terminal.
There have been several security incidents lately that involved compromising GitHub Actions workflows. This has led some to say "GitHub Actions is the weakest link" in publishing and to GitHub publishing a GitHub Actions security roadmap update. But saying it's ...
With ever-changing models, new and better ones coming out every few months, it’s great if we don’t have to rely on them too heavily. The better your tooling, the less dependent you become on any single model. That’s also why ...
Topics covered in this episode: dust - a better du Hermes Agent: The AI agent that grows with you llm-coding-agent 0.1a0 Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk ...
kiac runs local Kubernetes on macOS where every node is its own lightweight VM via apple/container: kubeadm or k3s flavors, Cilium on a custom kernel, built-in LoadBalancer, Grafana, Gateway API, and clusters that survive reboots.
Improve the capabilities of your agent by providing it with better tools. Introduction This tutorial builds on the coding agent you implemented in the tutorial “Write a coding agent from first principles”. In this tutorial, you'll take your agent and ...
While I agree that S3 is far from perfect and I would love to see a newer S4, the Super Simple Storage Service, from what we've learned in the past
I got the Xteink X4 device, and it's really fun to hack around with!
Every time I have given up on America, it has been a mistake. And yet, America has never, ever given up on me.
I had another excellent PLDI this past June. It was my fourth1. I continued to meet new people and learn new things! Overall: I got to meet a lot of new people, which was exciting. I had some good chats ...
A very strange Pi issue sent me down a rabbit hole over the last two days. The short version is that newer Claude models sometimes call Pi’s edit tool with extra, invented fields in the nested edits[] array. And not ...
We don't put handguns in the convenience aisle/images/handguns-in-the-convenience-aisle.webp/images/handguns-in-the-convenience-aisle.webp A quick thought on this whole "control of AI models" debate. Handguns and Fentanyl are available all over the world, but we still don't put them in the conven...
Me, my.self, and I
Ubuntu has been getting less usable year by year ever since moving to systemd init. This year, the new papercut is that NetworkManager will violently conflict with–and override–anything you set in /etc/netplan, unless you manually tell it to bugger off. ...
Why I’m leaving developer relations, and why I’m not telling you what’s next.
It’s been a long and incredibly nonlinear journey to get where I am today. I’ll start by saying that I never intended to get into quality engineering. I sought an engineering degree so I could help design the next Camaro ...
