TrendPulse

Eliminating Terminal Bloat: Meet RTK (Rust Token Killer) As developers increasingly delegate terminal tasks, testing, and debugging to AI coding agents (such as Claude Code, Cursor, Codex, and OpenHands), context window saturation has become a major engineering bottleneck. Standard developer tools—such as git diff , test runners, and package managers—were designed for human terminal readability, often generating verbose logs filled with progress indicators, decorative ASCII headers, ...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs discover the project, give it a try, and share your feedback to help improve the product. We see the pace of AI development speeding up. One way to view this is through the 3 scaling laws of AI . It originally started with one scaling law, but as AI has advanced, it has grown into 3 different ways of scaling AI capabilities. P...

This is an English translation of my original article on Habr , originally published in Russian. A Turing machine is one of the fundamental models in computer science. I've been playing Minecraft for more than 12 years and have built all kinds of mechanisms in the game. After years of university study and working in the industry, I had an idea: combine my hobby with fundamental theory, build a Turing machine using Minecraft's mechanics, and share the result. A Turing machine has three ba...

Most "AI chatbot" projects stop at a demo: a widget, an OpenAI/Gemini call, a canned prompt. Getting one into production for real businesses — across voice calls, web chat, and WhatsApp, in two languages, without hallucinating — is a different problem. Here's how I approached it. The Core Challenge Three requirements shaped the whole architecture: Multi-channel, single brain — phone calls, web chat, WhatsApp, and Instagram all needed to hit the same knowledge base and produce consistent...

Keeping State in a Stateless World: Building a Context-Aware Gemini Microservice with Spring AI and H2 By default, Large Language Models (LLMs) are completely stateless . Every API call you make to Google Gemini is treated like a first-time introduction. If a user says " My name is Alex " in request one, and " What is my name? " in request two, Gemini will not know the answer. To build a true chatbot experience, your microservice needs to remember the conversation history. In this pos...

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https://web.archive.org/web/20260913134705/https://www.theve... https://archive.ph/TWEVZ Comments URL: https://news.ycombinator.com/item?id=49683953 Points: 160 # Comments: 96

Article URL: https://cpak.it/ Comments URL: https://news.ycombinator.com/item?id=49684778 Points: 30 # Comments: 11

Article URL: https://twitter.com/DavidSacks/status/2098973625252708460 Comments URL: https://news.ycombinator.com/item?id=49685991 Points: 144 # Comments: 103

Article URL: https://www.nytimes.com/athletic/7586821/2026/09/12/football-black-card-referee/ Comments URL: https://news.ycombinator.com/item?id=49686134 Points: 61 # Comments: 43

Article URL: https://www.atomic14.com/2026/09/13/why-is-google-still-serving-dodgy-ads Comments URL: https://news.ycombinator.com/item?id=49686445 Points: 241 # Comments: 106

Article URL: https://web.eecs.utk.edu/~smarz1/courses/cosc562/drivers.html Comments URL: https://news.ycombinator.com/item?id=49686503 Points: 10 # Comments: 1

Article URL: https://guessingheadlights.com/global-shortage-has-led-to-motor-oil-rationing-at-costco/ Comments URL: https://news.ycombinator.com/item?id=49686697 Points: 47 # Comments: 19

Article URL: https://dreamstation.systems/personal/tesla.html Comments URL: https://news.ycombinator.com/item?id=49686766 Points: 288 # Comments: 83

Article URL: https://www.youtube.com/watch?v=koclOnlde0E Comments URL: https://news.ycombinator.com/item?id=49687312 Points: 92 # Comments: 49

Article URL: https://www.technologyreview.com/2026/08/18/1142188/ai-recursive-self-improvement/ Comments URL: https://news.ycombinator.com/item?id=49687334 Points: 14 # Comments: 8

Hi, friends! Welcome to Installer No. 143, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, new tech season is here, and also you can read all the old editions at the Installer homepage.) This week, I've been devouring every iPhone Duo video I can find, clicking on […]

This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on cars, data privacy, and autonomous vehicles, follow Andrew J. Hawkins. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started Earlier this year, the Federal Trade Commission […]

Marvel's mishandling of its Blade reboot will likely go down as one of the studio's biggest mistakes. There was a great actor in place to play the vampire hunter (Mahershala Ali), and a promising director set to take over the reins (Bassam Tariq). In retrospect, though, the disappointing demise of Blade might not be such […]

Two people were arrested in San Fransico while riding around in a Waymo robotaxi after the cab pulled over and called the cops on them. The riders were juveniles in possession of a loaded AR-style ghost gun and were taken to a juvenile hall. While the police report did not specify who was operating the […]

Fusion startups are inking defense-related deals, reigniting the relationship between fusion and national security that might have gone dormant, but never completely disappeared.

Introduction When I first started working with Power BI, I thought that importing data and creating charts was the main part of building a report. However, I quickly realized that before creating visuals, I needed to understand how my data was structured and how different tables were connected. A Power BI report can contain beautiful dashboards, but if the underlying data model is poorly designed, the report can become difficult to maintain, DAX calculations can become unnecessarily compl...

💡 Personal Series: Hizba's Thoughts & Reflections This post is my submission for the ℋℐ𝒵ℬ𝒜 (✿◠‿◠)⭐ and her thoughts . (っ◔◡◔)っ 💖 🌸 "Your light doesn't shrink anyone else's sun; it just reminds them how to warm up." We need to talk about a silent, heavy tax that high-achieving creators pay every single day: The Guilt of Growing Up. 💸🥀 Have you ever finished a project, hit a milestone, or solved a complex bug, and felt that sudden rush of pure dopamine—followed immediatel...

sql table reference: RBAC SQL table create There has two function is must be override, which is getPermissionList and getRoleList , because sa-token unknown your structure of SQL. So, you want to tell it how to get your PermissionList and RoleList . 1. StpInterfaceImpl @Component public class StpInterfaceImpl implements StpInterface { @Autowired private SysPermissionService sysPermissionService ; @Autowired private SysR...

There's a pattern you can watch happen on any reasonably popular site once a quarter. A team ships a new sign-up flow. They add reCAPTCHA. The bots keep coming. They upgrade to reCAPTCHA v3 invisible. The bots keep coming. They switch to hCaptcha for privacy reasons. The bots keep coming. They try Cloudflare Turnstile. The bots keep coming. Somewhere around month four, somebody writes a Slack message that reads "what if we just made it harder for real users ?" This is not a story about a par...

Browser fingerprinting still works in 2026, but the useful techniques have shifted underneath everyone. Chrome's Privacy Sandbox has frozen or removed half the signals fingerprinting libraries depended on. Firefox and Safari added noise injection and API restrictions. Brave blocks attempts outright. Meanwhile headless browser frameworks have gotten dramatically better at spoofing what remains. If you're building or maintaining a fingerprinting system, a lot of the advice from even two years ...