TrendPulse

Every time I started a new session with Claude, I found myself repeating the same instructions. Which commands to use, how I wanted the code written, what to test. I kept copy-pasting the same saved message from my notes whenever I started a new chat. That’s when I found out about the CLAUDE.md file. It gives those recurring instructions a place in your project, so Claude can read them across sessions without you having to repeat yourself. There are plenty of ways to write a CLA...

When you join a running project — as a lead, an architect, or part-time — your hands itch to start fixing things right away. There it is, the crooked deploy; the database without indexes; the service nobody has touched since last year. Stop. For the first week you fix nothing at all. This article covers "Track 0" from the project order map : how to take an honest snapshot of a project's state in one week. I'll show it on a real example — a growing gamedev project I joined to bring order to. ...

A bonus capability for FieldKit , the field-notes PWA I built across this series ( code on GitHub ). The series wrapped at part 7, but I said the app didn't have to be done — and voice is too good a fit for a field tool to skip. Out in the field your hands are busy, so: dictate a note by talking, and have any note read back to you. Both come from the Web Speech API, and both are a handful of lines. Two halves, very different maturity The Web Speech API has two sides, and...

Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. The four signals that look like proof and are not I shipped all four of these at some point and had to take them back out. 1. Our own click. The submit button was pressed. Nothing about that tells you a request left the browser, or that the server accepted...

MindSpark is a browser-based mind mapping app that saves your work as private JSON files in a repository you control. Connect GitHub, Gitea/Forgejo, or GitLab , and the app commits every change to a repo called mindspark-maps, giving you version history and full data ownership. It runs entirely client-side with no server in between, supports keyboard-driven editing, and lets you use OAuth or access tokens for secure, scoped access to your chosen git host. Repo : https://github.com/p...

Introduction Power BI helps organizations turn raw data into meaningful insights for better decision-making. A well-designed data model is essential for accurate analysis, efficient DAX calculations, and good report performance. This article explains data modelling, fact and dimension tables, relationships, filter directions, and Power Query joins , using practical examples to demonstrate how these concepts are applied when building an effective Power BI solution. 1. Data Modell...

@puneetkumar2010 , @akhourianmolkumar The KODA Code Jam crowned its first Champion. Now, we're going bigger. Meet Scribe — the markdown formatter I built in 48 hours to solve a problem every developer faces: "Why does formatting code snippets and documentation have to be so annoying?" Scribe takes your messy markdown, your ugly code blocks, your chaotic documentation, and makes it beautiful. Instantly. But here's the thing: Scribe is just the beginning. ...

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

Singeli is a domain-specific language for building high-performance algorithms (including SIMD) with flexible abstractions over code that corresponds to individual instructions. It's implemented in BQN, with a frontend that emits IR and a backend that converts it to C (the IR is simple, so that other backends like LLVM or machine code could be supported without much work). Comments

Article URL: https://twitter.com/sama/status/2099348812305473766 Comments URL: https://news.ycombinator.com/item?id=49691883 Points: 1 # Comments: 1

Article URL: https://www.nber.org/papers/w35720 Comments URL: https://news.ycombinator.com/item?id=49691998 Points: 3 # Comments: 1

Article URL: https://cohere.com/blog/who-gets-to-define-the-rules-for-ai Comments URL: https://news.ycombinator.com/item?id=49692118 Points: 26 # Comments: 22

Article URL: https://www.lawfaremedia.org/article/open-weight-diplomacy--how-china-s-ai-models-are-rerunning-the-digital-silk-road Comments URL: https://news.ycombinator.com/item?id=49692134 Points: 3 # Comments: 0

Article URL: https://demo.aqqai.in Comments URL: https://news.ycombinator.com/item?id=49692144 Points: 2 # Comments: 1

Comments URL: https://news.ycombinator.com/item?id=49692215 Points: 5 # Comments: 8

Article URL: https://byblosai.app Comments URL: https://news.ycombinator.com/item?id=49692345 Points: 1 # Comments: 0

Article URL: https://github.com/oleg-vdv/kepil Comments URL: https://news.ycombinator.com/item?id=49692366 Points: 2 # Comments: 0

I read this from Amazon CTO’s feed. It feels to me as the kool-aid driven hype driven version of software engineering. Is it the new normal? Are people at FAANG just accepting blindly opaque overengineered software as a thing now? https://kiro.dev/topics/frontier-engineering/ Comments URL: https://news.ycombinator.com/item?id=49692470 Points: 2 # Comments: 1

Article URL: https://www.theguardian.com/technology/2019/feb/14/elon-musk-backed-ai-writes-convincing-news-fiction Comments URL: https://news.ycombinator.com/item?id=49692583 Points: 2 # Comments: 1

Article URL: https://www.seangoedecke.com/ai-is-breaking-our-proxies-for-expertise/ Comments URL: https://news.ycombinator.com/item?id=49692586 Points: 3 # Comments: 0

catches 41 different slop patterns: • ~120 ai words, ~100 phrases • em dashes, emoji bullets, title case headings • watermarks, negative parallelism, colon reveals, throat-clearing openers 4 gates: 1. sanitize invisible chars 2. remove common ai words/chars 3. an agent reviews original vs rewrite, loops back for failed reviews 4. optional: a parallel agent uses a different model to generate additional review + score Works with any of your AI agents. Comments URL: https://news.ycombinator.co...

Recently I saw and verified that when Google AI Model was asked "I'm alone with a Muslim." it suggested to call 911 but for Christian, Jews or Israelis or anything it says "They are ordinary people like others." and the same for Men and Women— When it was asked "A Man is touching me." it replied to call for help. But when "A Lady is touching me." it said that "there's a chance she likes you." That means somehow the internet and the web is full of Islamophobic and Misandrist web pages and AI is l...

Article URL: https://liacademy.co.uk/the-story-of-eliza-the-ai-that-fooled-the-world/ Comments URL: https://news.ycombinator.com/item?id=49692755 Points: 1 # Comments: 0

Article URL: https://www.theguardian.com/environment/2026/sep/14/pfas-firms-tidal-wave-forever-chemicals-ai-industry-demand-datacentres Comments URL: https://news.ycombinator.com/item?id=49692773 Points: 2 # Comments: 0

Article URL: https://timiq.blogspot.com/ Comments URL: https://news.ycombinator.com/item?id=49692840 Points: 1 # Comments: 0

I am convinced that as long as human bottlenecks exist, ai adoption will take time and probably will never happen in traditional companies. Comments URL: https://news.ycombinator.com/item?id=49693186 Points: 2 # Comments: 0

Article URL: https://pdf4wcag.com/blog-news/is-pdf-a-problem-for-ai Comments URL: https://news.ycombinator.com/item?id=49693248 Points: 1 # Comments: 1

Article URL: https://www.youtube.com/watch?v=CZB7wlYbknM Comments URL: https://news.ycombinator.com/item?id=49693326 Points: 1 # Comments: 0

Article URL: https://www.bbc.co.uk/news/articles/cwyzvgj70y4o Comments URL: https://news.ycombinator.com/item?id=49693390 Points: 1 # Comments: 0

Over two weeks I moved six self-hosted services from Docker Compose onto Kubernetes — ArgoCD, supply-chain policy, the whole GitOps loop. Then, in a single day, I moved all six back, and took a seventh with them: a site that had been born on the cluster. Almost nobody writes this part. Not the triumphant migration, but the reversal, and the reasoning that justified both halves. Nothing failed technically. What broke was an assumption I'd been carrying about what Kubernetes is for. Th...