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Maturity models usually mean a spreadsheet and a consultant. I wanted the opposite: something I could pip install , run in 60 seconds, drop into CI, and share as a badge — covering the whole DevOps lifecycle, not just one slice of it. That's DevOps Maturity — an open-source spec plus tooling (CLI, web UI, GitHub Action) built around a weighted checklist. The gap it fills There are great tools that go deep on one axis, but none give a quick, broad "where do we stand" b...

In the era of big data, having information is not enough; the ability to distinguish signal from noise is the true competitive advantage. Hypothesis testing provides the rigorous mathematical framework to make decisions based on evidence rather than intuition. So far, we've covered four fundamental statistical tests, each serving a unique role in the data analyst's toolkit. Understanding not only how these tests work but also when to use them is critical for transforming raw data into a...

Hi DEV community! I wanted to share a small project I made called Anti-chaos tabs . It is a Chrome / Edge extension that helps when your browser slowly turns into a mess of open tabs. You know that moment when you have too many tabs open and you look at them like: “what was I even doing here?” That was basically the problem I wanted to solve. What it does Anti-chaos tabs looks at your open tabs and tries to group related ones together. For example, it can put GitH...

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What are you doing this week? Feel free to share! Keep in mind it’s OK to do nothing at all, too.

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https://act.eff.org/action/tell-congress-don-t-force-age-che... Comments URL: https://news.ycombinator.com/item?id=48706560 Points: 516 # Comments: 421

Article URL: https://zanagrams.com/ Comments URL: https://news.ycombinator.com/item?id=48708182 Points: 306 # Comments: 77

Article URL: https://schamper.dev/dissecting-apples-sparse-image-format-asif/ Comments URL: https://news.ycombinator.com/item?id=48708644 Points: 97 # Comments: 15

Article URL: https://12gramsofcarbon.com/p/agentics-tech-things-tokenmaxxing Comments URL: https://news.ycombinator.com/item?id=48708795 Points: 159 # Comments: 216

https://x.com/wrathofgnon/status/1250287741247426565 , https://xcancel.com/wrathofgnon/status/1250287741247426565 Comments URL: https://news.ycombinator.com/item?id=48708859 Points: 148 # Comments: 47

Article URL: https://antoine.fi/mri-analysis-using-claude-code-opus Comments URL: https://news.ycombinator.com/item?id=48708941 Points: 459 # Comments: 594

Article URL: http://oldvcr.blogspot.com/2026/06/working-around-dragons-with-lemote.html Comments URL: https://news.ycombinator.com/item?id=48709187 Points: 128 # Comments: 36

Article URL: https://semgrep.dev/blog/2026/we-have-mythos-at-home-glm-52-beats-claude-in-our-cyber-benchmarks/ Comments URL: https://news.ycombinator.com/item?id=48709670 Points: 903 # Comments: 416

Article URL: https://dam.stanford.edu/memory-prices.html Comments URL: https://news.ycombinator.com/item?id=48710092 Points: 329 # Comments: 130

Article URL: https://github.com/librepods-org/librepods Comments URL: https://news.ycombinator.com/item?id=48710232 Points: 414 # Comments: 142

Article URL: https://chipsandcheese.com/p/top500-at-isc26-we-have-a-new-number Comments URL: https://news.ycombinator.com/item?id=48710775 Points: 114 # Comments: 72

Article URL: https://arxiv.org/abs/2401.07013 Comments URL: https://news.ycombinator.com/item?id=48712420 Points: 104 # Comments: 19

Article URL: https://danunparsed.com/p/hackerrank-open-source-ats Comments URL: https://news.ycombinator.com/item?id=48713832 Points: 560 # Comments: 228

Article URL: https://nonogra.ph/age-verification-is-just-a-precursor-to-attribution-of-speech-06-29-2026 Comments URL: https://news.ycombinator.com/item?id=48714529 Points: 582 # Comments: 335

Article URL: https://github.com/ogulcancelik/herdr Comments URL: https://news.ycombinator.com/item?id=48714802 Points: 80 # Comments: 51

Article URL: https://arstechnica.com/science/2026/06/why-did-this-journal-retract-two-1940s-papers-by-max-planck/ Comments URL: https://news.ycombinator.com/item?id=48716634 Points: 146 # Comments: 7

Article URL: https://blog.pragmaticengineer.com/pollen-tried-to-remove-my-article-about-callum-negus-fancey-and-google-is-assisting-to-it/ Comments URL: https://news.ycombinator.com/item?id=48716902 Points: 275 # Comments: 33

Article URL: https://www.cpushack.com/2026/06/03/sandia-national-labs-sa3000-8085-cpu/ Comments URL: https://news.ycombinator.com/item?id=48717287 Points: 11 # Comments: 0

When developing web-based esports utilities, standard React or Next.js state updates can sometimes introduce micro-stutters. To achieve absolute precision, building the core engine in vanilla JavaScript and HTML5 is often the best approach before wrapping it in a larger framework. Here is a breakdown of the core logic used to render targets and track click-timing intervals with zero latency. The Target Rendering Logic Instead of relying on heavy canvas repaints for simple 2D shapes, manip...

Hi, I'm Jens I'm a cross-platform mobile engineer and Tech Lead at November Five. Day to day that means leading a team of four to six engineers and a QA, staying close to the codebase, and thinking about how we build things well — across iOS, Android, and Kotlin Multiplatform. I've been in mobile since 2014, starting as an iOS engineer and gradually expanding from there. React Native, some frontend web, then Kotlin Multiplatform. Android isn't my native ground, but I can navigate the codeb...

Your first client project goes well. You build the site, they love it, and then they ask: "So how do we get this thing online?" And you realize you have no answer ready. Hosting doesn't come up much when you're learning to code. Tutorials assume you already know what it is, or they skip it entirely and deploy to Vercel with one click. But your client's local bakery isn't going on Vercel. They want an email that says @theirbakery.com and a URL they can put on a business card. Here's what...

The Man Who Got Himself back PC Workman 1.8.0 is the release where my system monitor finally learned to remember your machine. It's also the story of the year I spent getting mine back. I've stopped being able to tell those two apart. I had to shout at a man that I'm not a terrorist. SNF (Stichting Normering Flexwonen) was the only thing that stopped him from putting me on the street that night, out of the apartment the work agency had housed me in for four months. Building...

The Loadout Pattern: Handing the Wheel to an Autonomous LLM The core idea Conventional automation executes a procedure — code runs a fixed sequence of steps and decides nothing; same input, same path, every time. The loadout pattern keeps the steps but moves the deciding to the model. At each step the brain — an autonomous LLM — judges : what matters, which tool to reach for, whether to act at all. It's handed a purpose and the latitude to pursue it, and it drives ...