Habr AI
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
Prompt Warrior: Skill Transforms Claude Code Logs Into RPG Character Sheet
Open-source Prompt Warrior skill transforms Claude Code session logs into gamified psychological portrait with achievements and biography.
Developer Optimized ML Library lancetnic for Training on 16 GB RAM
The author of open-source library lancetnic found reasons why training on 25 thousand text rows overwhelmed 16 GB of RAM.
YuMoney Built RAG Platform and AI Assistant Eugene for Corporate Wiki Search
YuMoney explained how it combined corporate knowledge with large language models and created Eugene RAG assistant, which understands query intent rather than matching keywords.
Python in AI: why the language is 70 times slower than C and losing ground on edge
The AI industry primarily runs on Python, which is 70 times slower than C and ranks 26th out of 27 in energy efficiency among programming languages.
Did GitHub become more uniform after ChatGPT? Code study for 2019–2025
A researcher examined whether open-source code on GitHub became more uniform after the mass adoption of ChatGPT and AI development tools.
LLM agents and SOC: developers built a cyber threat database using RAG
Developers described on Habr the architecture of a cyber threat database for LLM agents and SOC systems: PDF documents, CVE records and security articles are combined into a single RAG pipeline with HTTP API search.
Stanislav Lvovskiy: AI is the most important cultural event since the invention of writing
Writer and researcher Stanislav Lvovskiy delivered a lecture on AI at London's Idiot Books bookstore and wrote an essay 'They Speak' about its impact on culture.
MTS AI opened the AVI code — an external filter that keeps LLM within the law without retraining
MTS AI posted on GitHub a working AVI service — a model-agnostic filter that checks LLM requests and responses for legal violations, toxicity, and ethics.
Habr: agent memory removes technical noise from hybrid development team chats
Habr author showed how a team transfers requirements, solutions, and defects from human chats to a separate layer of agent memory for collaboration between humans and AI.
Cloud.ru designer told how AI tools outpaced Figma in interface design
Cloud.ru product designer showed on a real project how AI tools surpassed Figma in speed and where manual edits are still needed.
Habr showed a neural archiver — data compression through inference of any neural network
An author on Habr described the history of archiving and presented a neural archiver — a data compression tool that uses inference of an arbitrary neural network instead of classical algorithms.
AGIMA held a corporate AI hackathon for the RUNIT festival on July 5, 2026
Digital agency AGIMA has been conducting an AI hackathon for over a month in support of the RUNIT sports festival, which will take place on July 5, 2026 in Meshchersky Park.
Who invented the word 'video analytics': Speclab company points to first mention in 2002
Speclab founder Oleg Grishanin said the term 'video analytics' first appeared on the company's website from Ivanovo on October 31, 2002.
AI Agency: How Autonomous Agents Differ From Regular Programs or Scripts
Understanding what agency in AI means and why autonomous agents capable of solving tasks independently fundamentally differ from deterministic scripts.
Computer Vision Instead of Operators: How PPE Compliance is Checked on Ship Decks Via Cameras
A customer automated monitoring of helmet, life jacket, and flotation suit compliance by crew on a ship's open deck through a surveillance camera system.
Neural Networks in Solo Indie Game Development: Help or Hindrance in 2026?
An indie game developer working solo discusses what new AI-powered tools have become available to solo developers and what awaits the indie industry.
Developer Built a Local Spam Filter with ruBert-base-antispam Model Without VPN
An author on Habr assembled a multi-layer spam filter: after Yandex, Mail, and SpamAssassin, emails are checked by a local BERT model with 177 million parameters.
BISCUIT-Net: A Segmentation Model That Learns to Precisely Delineate Brain Tumor Boundaries on MRI
The new BISCUIT-Net architecture adds boundary-focused attention to U-Net to more accurately outline brain tumor boundaries in MRI scans.
Generating Automated Tests and Locators with Neural Networks on Legacy Projects: Practical Experience
The author continues a series on generating automated tests and locators via AI on large legacy projects and explores where models fail.
Developer Trained an AI Agent to Automatically Apply to Job Openings on HH.ru
An author on Habr demonstrated an autonomous AI agent for HH.ru: a local neural network filters job listings, and the bot writes personalized cover letters and reports to Telegram.
Claude Paraphrased a Document After Reading Only the Beginning: Hidden MCP Server Truncation
A developer caught Claude confidently paraphrasing a document it hadn't finished reading—blame a quietly truncated MCP server response.
Developer Housed AI Agents in a Pixel-Art Office in "Silicon Valley" Style
The author of the Silicon Office project on Habr visualized his team of AI agents as a pixel-art office from the TV series "Silicon Valley" — instead of terminal output, agents "deliver" answers in person.
Claude Fable 5 vs GPT-5.5 Pro: Comparison on 12 Tasks via BotHub Aggregator
Habr authors compared Claude Fable 5 from Anthropic and GPT-5.5 Pro from OpenAI on 12 practical tasks, testing models through the BotHub API aggregator.
Anthropic Found Neural Patterns in Claude Similar to a \'Global Workspace\'
On July 6, 2026, Anthropic published research showing that language models like Claude develop a structure resembling a global workspace of consciousness.
Developer Built a Local RAG on Qdrant and LlamaIndex for Public Procurement Law Search
Author Vladimir on Habr built a local RAG system on LlamaIndex and Qdrant to search for answers in procurement regulations and laws FZ-44 and FZ-223.
Yandex Lavka Solved the Recommendation Loop Problem with Personalized Exploration
Engineer Ramil Boyarchenkov from Yandex Lavka explained how the service team built a mechanism for personally blending unfamiliar products into recommendations.
CyberOK Tested Phone Scammer Tactics on Claude, GPT-5.5, Qwen, and DeepSeek
Researcher Sergey Gordeychik from CyberOK Research applied classic phone scammer influence techniques to seven language models, including Claude and GPT-5.5.
Sysdig Describes First Fully Autonomous Ransomware AI Agent Attack Without Human Involvement
Sysdig researchers documented the first-ever ransomware attack in history conducted entirely by an autonomous AI agent without human operator participation.
Spec-Driven Development: How AI Changes the Role of System Analyst in 2026
A system analyst with six years of experience explains on Habr how the Spec-Driven Development approach changes the work of analysts implementing LLMs in business.
ESP32 Panel with Three AIs: Claude Code, Codex, and Antigravity Compared on Habr
Habr author Yadulla Abidi compared Claude Code, Codex, and Antigravity on a real hardware project assembling an information panel on ESP32 with OLED display.