News from Habr

Why Your Brain (and AI) Must First «Experience» an Event to Comprehend It

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Kamil_GR @ Habr 1 place · 07/01/2025 12:54 EDT

Understanding why modern LLMs, despite all their power, remain "philosophical zombies," and what architectural detail could change this. Everything discussed in this article can be tested with your AI using the VORTEX Protocol prompt found in the article's appendix. Read more Read more ›

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[Translation] A Tale of How Not to Turn Your Cisco Router into a Public DNS and NTP Server by Accident

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Pas @ Habr 2 place · 04/08/2025 15:02 EDT

The Cisco IOS/IOS-XE operating system is a source of inspiration for many other vendors. The internet is full of guides on how to configure a typical Cisco router for SOHO scenarios. However, unlike consumer-grade routers, configuring something like Cisco IOS requires caution. If you don’t think things through, the router may start "living its own life" and end up, for instance, as a DDoS amplification tool. Let’s dive in Read more ›

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[Translation] A Quick Guide to Setting Up SNMPv3

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Pas @ Habr 3 place · 04/08/2025 14:02 EDT

Setting up a v3 user on the server-side agent for the default Linux snmpd (net-snmp package). Out of scope: SNMP traps and read-write (rw) users.SNMP version 3 allows packet transmission in encrypted form, making it safe to transfer telemetry over public networks without the risk of exposing either authentication information (analogous to a community string) or the data stream itself, which is encrypted using a symmetric algorithm with a shared... Read more ›

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Как банкоматы начались с кружки пива

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sacredtree (Газпромбанк) @ Habr · 04/08/2025 03:00 EDT

Однажды британский изобретатель Джон Шеперд-Бэррон остался без пинты эля. Он был крайне зол. Вечером он решил заскочить в банк снять денег. Но лондонские банки закрываются очень рано (традиция такая), и он пошёл домой трезвым. Лёг в ванну и начал думать.  Видимо, он ещё и очень хотел есть, поэтому думал про автомат с шоколадками, которые в отличие от денег можно было получить круглосуточно. 27 июня 1967 года первый банкомат Шеперда-Бэррона был... Read more ›

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[Translation] PostgreSQL 18: Part 3 or CommitFest 2024-11

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kaze_no_saga (Postgres Professional) @ Habr · 04/07/2025 19:52 EDT

We continue the series of articles about new patches coming to PostgreSQL 18, this one covering the news of the November CommitFest. If you missed the previous reviews, you can check them out here: 2024-07, 2024-09. Read more → Read more ›

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[Translation] ReCAPTCHA Enterprise Bypass: Full Review, Recognition (Bypassing) and what Captcha Solvers can Bypass it

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kentavr009 @ Habr 2 place · 04/07/2025 02:42 EDT

Modern services (websites) ubiquitously deploy CAPTCHAs for protection, complicating life for developers, SEO specialists, and automation engineers (although the original aim was not to frustrate automators but rather to minimize excessive load on resources from such actors). Among the multitude of CAPTCHAs, Google reCAPTCHA Enterprise stands out as one of the most advanced bot protection systems in this line-up. It is capable of analyzing user behavior and blocking suspicious activity,... Read more ›

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Gemini 2.5 Pro: My Ultimate Developer Guide & FAQ (Code, Cost, Limits & More!)

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profleaddev @ Habr 1 place · 04/05/2025 09:48 EDT

Since sharing my initial thoughts on Google's Gemini 2.5 Pro, I've dug even deeper and gathered answers to many common questions developers like us might have. This AI model is making waves, so let's break down everything you need to know – from its groundbreaking features to the practical stuff like cost and limitations. Read more Read more ›

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Решаем проблемы роста нагрузки в умных домах

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Goobs (Конференции Олега Бунина (Онтико)) @ Habr 1 place · 04/03/2025 05:30 EDT

Всем привет! Меня зовут Вадим Трегубов, я техлид бекэнда платформы умного дома в SberDevices. Я расскажу о проблемах роста нагрузки, возникающие у проектов интернета вещей и решениях, помогают их избежать.Всё началось с того, что мы хотели избавиться от vendor-lock. К 2022 году мы уже наработали свои платформенные сервисы: управление голосом, создание сценария автоматизации. Хотелось их использовать еще шире, глубже и качественнее. Плюс ко всему, мы бы имели полный цикл поддержки... Read more ›

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How to Add Any CSS Framework to Your Project. Part 2

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m_ig @ Habr 2 place · 04/03/2025 05:03 EDT

Typically, I use the following structure for global styles in any project. This setup allows for a highly flexible, easy-to-read, and maintainable style system, which is crucial for large projects that may last several months or even years.Let’s review each of these folders:Common: contains typography styles, imported fonts, icons, and core styles used across the project, such as container.scss or helpers.scss. Read more Read more ›

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Линейная регрессия: как стать магом предсказаний с помощью статистических методов

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tagoki @ Habr 3 place · 04/03/2025 02:15 EDT

Многие из нас мечтали бы заглянуть в будущее — ведь это по-настоящему полезный навык. А что, если я скажу, что при помощи математики можно приблизиться к этой мечте? Да, с некоторыми оговорками, но в этой статье мы попробуем почувствовать себя настоящим Докторам Стрэнджам и предсказать какую кассу соберет фильм при определенном бюджете.Сегодня мы простыми словами разберёмся, что такое линейная регрессия и напишем код на Python, который демонстрирует работу линейной регрессии.... Read more ›

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[Translation] The Links Theory 0.0.2

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Konard @ Habr 1 place · 04/01/2025 08:15 EDT

This world needs a new theory — a theory that could describe all the theories on the planet. A theory that could easily describe philosophy, mathematics, physics, and psychology. The one that makes all kinds of sciences computable.This is exactly what we are working on. If we succeed, this theory will become the unified meta-theory of everything.A year has passed since our last publication, and our task is to share... Read more ›

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Универсальное решение или компромисс: стоит ли покупать игровой ноутбук для работы

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Xcom-shop (Группа компаний X-Com) @ Habr 2 place · 04/01/2025 02:37 EDT

Выбирая ноутбук для работы, многие задумываются: а что, если взять игровую модель? Логика простая — раз он тянет современные игры, то и с рабочими задачами справится на ура. Давайте разберемся, насколько это верно и кому такой вариант может подойти, а кому – нет. Статья предназначена для тех, кто сам еще не задумывался об этих вопросах и не составлял список плюсов/минусов использования игрового ноутбука в качестве рабочей машины. Read more Read more ›

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Gemma 3 Tutorial for Beginners – Google’s Most Powerful Open AI

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profleaddev @ Habr 3 place · 04/01/2025 00:13 EDT

Google has introduced Gemma 3, a collection of lightweight, open-source AI models designed for efficient performance across various devices, from smartphones to workstations. Building upon the technology of the Gemini 2.0 models, Gemma 3 supports over 140 languages and offers advanced text and visual reasoning capabilities. What's to know more? Then, read this article until the end. Read more Read more ›

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How to Add Any CSS Framework to Your Project. Part 1

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m_ig @ Habr 1 place · 03/27/2025 07:47 EDT

There are several ways to integrate a CSS library into your project. By “CSS library,” I mean any modern CSS framework or UI library, such as Bootstrap, NG-Zorro, PrimeNG, etc. While all these methods work, many do not offer great flexibility or support deep customization of the chosen framework.To build a robust foundation for your design system and ensure easy future customization, it’s best to use the source code styles... Read more ›

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[Translation] Top Web Parsers and API Services for Data scraping: A Comparison of Speed, Scalability, and Bypassing Protections

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Markus_automation @ Habr 1 place · 03/26/2025 02:37 EDT

Automatic data scraping (parsing) has become an essential practice for developers, analysts, and automation specialists. It is used to extract massive amounts of information from websites—from competitors’ prices and reviews to social media content. To achieve this, numerous “scrapers” have been developed—libraries, frameworks, and cloud services that enable programmatic extraction of web data. Some solutions are designed for rapid parsing of static pages, others for bypassing complex JavaScript navigation, Read more ›

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Detailed discussion about Lee generation and initial contact with potential clients

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PaulKarol @ Habr 2 place · 03/25/2025 03:51 EDT

I'd be interested in a detailed discussion about lead generation and initial contact with a potential client. Kind of a very first step in the funnel.Currently many different companies are asking me this question so I thought I would address it here. It seems that business will be opening up for America soon and IT companies in Russia are trying to prepare for this and hit the ground running.Lead generation... Read more ›

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ChatGPT Canvas Killer? Hands-On with Google Gemini Canvas

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profleaddev @ Habr 2 place · 03/24/2025 10:41 EDT

The world of AI is constantly evolving, and it feels like every week brings a new tool promising to revolutionize how we work and create. I recently got a chance to try out Gemini Canvas, a new interactive space built into Google’s Gemini app. If you want to know what I discovered and how you might use it, read this article until the end. Read more Read more ›

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Can we guarantee that there will be no memory leaks due to circular references?

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rsashka @ Habr 1 place · 03/21/2025 17:05 EDT

The most common types of software bugs are memory management bugs. And very often they lead to the most tragic consequences. There are many types of memory bugs, but the only ones that matter now are memory leaks due to circular references, when two or more objects directly or indirectly refer to each other, causing the RAM available to the application to gradually decrease because it cannot be freed. Memory... Read more ›

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A React Native & Lynx i18n solution that keeps your translations organized

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aymericzip @ Habr 2 place · 03/21/2025 09:42 EDT

If you’re building a multilingual React Native (or web) app, you’ve probably tried react-i18next, i18n-js, LinguiJS, or similar libraries.But in every project, the same issues come up: ❌ Unused key-value pairs are never removed ❌ Content gets duplicated ❌ Ensuring format consistency across languages is painful ❌ i18next doesn’t generate TypeScript types by default – so t("my.key") won’t throw even if it’s been deleted ❌ Localization platforms like Lokalise or... Read more ›

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[Translation] How to Bypass Cloudflare Turnstile CAPTCHA – or Bypassing Cloudflare at Varying Levels of Difficulty

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kentavr009 @ Habr 3 place · 03/21/2025 07:07 EDT

As part of my scientific and research interests, I decided to experiment with bypassing complex types of CAPTCHAs. Well, by “experiment” I mean testing the functionality and verifying that my electronic colleague can write code on my behalf. Yes, there was a lot of extra stuff—follow ethical norms, blah blah blah… But the simple fact remains: dude, I’m doing this solely as part of research, and everyone agreed. Read more Read more ›

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Building Flame Diagram for MSSQL stored procedures

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Tzimie @ Habr · 03/21/2025 04:59 EDT

If your code has many nested executions of stored procedures, you can benefit from building popular "flame diagram" of the execution time which is de facto standard for performance profiling. Read more Read more ›

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