Habr AI
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
Digital Profiles and AI Teachers: How Education Is Becoming Personal
Digital student profiles and AI teacher avatars speaking 70 languages are transitioning from pilots to mass implementation in Russian and international universities.
Welder generates viral videos for TikTok and Reels without actors or editing
Welder fully automates the creation of viral short videos for TikTok, Reels, and Shorts from a single idea — without actors, a camera, editing, or a face on screen.
How to Integrate AI with T-FLEX: Moving Away from Chatbots to Controlled Agents
Engineers from Habr explained why LLMs fail in closed CAD systems and how to build a stable AI agent through session control, API search, and code compilation.
The PHP AI agent ecosystem became an alternative to Python in two years
In two years, PHP developers built a full-fledged ecosystem of AI tools: from model clients to multi-agent platforms with memory and workflow — on par with Python
Home AI Lab for 200,000 Rubles
How to run a local AI server with two Tesla V100s and test 128 models at a fraction of cloud cost
How AI Overviews in Google and Yandex Capture Traffic in 2026
Generative results in Google and YandexNeuro capture traffic on the zero screen — users get ready-made answers before reaching links. Traditional SEO is losing relevance.
Hidden Features of Claude Code: Hooks, Memory, and Auto-mode in the Source Code
Claude Code's source code contains undocumented features: command hooks, automatic operation approval, persistent agent memory, and self-learning memory cycles.
ChatGPT Instead of Hours in PowerPoint: How AI Accelerated Presentation Creation
An engineer used ChatGPT to assemble a Physical AI presentation and saved hours of formatting — the process was like working with a designer.
How to Control LLM in a Role-Playing Game: Beyond The Verge Architecture
Beyond The Verge developers solved a classic LLM problem: they removed model control over mechanics and kept only narrative. FastAPI and PostgreSQL ensure deterministic gameplay.
ContentAI Taught AI to Write Production Code by the Rules: A Success Story
ContentAI demonstrated how vibe coding—AI generation without strict rules—can work in production applications by adding discipline to an intuitive approach.
Pelicans on Bicycles: Simon Willison's Amusing Test for LLMs
Simon Willison, Django creator, invented a fun test for LLMs: asking an AI to draw an SVG pelican on a bicycle. The results reveal unexpected insights about neural network capabilities.
Sam Altman Is Wrong: Parkinson's Law Will Protect Jobs from AI
Despite Altman's predictions that AI will steal jobs, Parkinson's organizational law will protect positions: people in the system always find ways to expand work and stay needed.
Developer Created an AI-Integrator Profession: How to Build a Workflow on n8n
Integration developer Daniil created his first AI automation on n8n: events are distributed via LLM across Google Sheets, Telegram, and CRM without a traditional release.
NVIDIA Tesla V100 for local AI models: testing on real-world tasks
The 2017 Tesla V100 16GB handles modern LLM models like Qwen35B and GPT-OSS-20B. In tests, it generated websites, games, and document summaries at speeds of 38–109 tokens per second.
Sharding in LLMs: How to Distribute Computations Across GPUs
Sharding is a technique for distributing large matrices across multiple GPUs. The quality of sharding directly affects training speed and computational efficiency in large-scale clusters.
Why RAG Chatbots Work Great in Demos but Produce Nonsense in Production
RAG bots shine on internal documentation demos but confidently generate nonsense in real work. A story about the gap between five prepared questions and production reality.
Google combines Street View and AI to create virtual training worlds
Google presented Project Genie in a new version — a generative model that creates 3D worlds tied to real Google Street View coordinates, allowing robots to train without entering the real world.
How a Developer Created a Music Generation Skill for Yandex Alice
A Melbourne-based developer spent two evenings adding a song creation skill to Yandex Alice controlled by voice commands—the first live example of generative models in use within Russia's smart speaker ecosystem.
Personal AI Agents Are Already Here. You Just Haven't Noticed Them
Experts talk about personal AI agents of the future, but we're already using them today — in search engines, recommendation systems, and virtual assistants, we just don't call them that.
The Architectural Mistake of Corporate AI: Why You Need an AI Gateway
Embedding AI in every system creates a zoo of copilots with security and audit problems. You need a separate corporate layer where models, management, and accountability live.
How Masha Leshchinskaya Saved Her Pet Project from Death: A Device Booking System for AI
Masha Leshchinskaya from Surf created a device booking system that's been alive for three months. Her secret: not cutting-edge technology, but minimal maintenance costs and practicality as a testing ground for AI experim
How to Use ChatGPT and Claude Subscriptions in Cursor Without Token Payment Fees
ChatGPT and Claude subscriptions provide $1000 and $2000 in tokens respectively, but Cursor doesn't support them directly due to different API formats. The solution is request proxying to route queries through paid subsc
From Idea to MVP in One Day: AI Built a PostgreSQL Profiler
A developer created a working PostgreSQL profiler in a single day using only an AI assistant—without writing a single line of code manually.
The Deficit Spiral: Why There Won't Be Senior Developers by 2031
Junior developer hiring has fallen 40%, and AI has pushed companies to cut training investments even further. A shortage of juniors today will turn into an acute crisis of experienced talent by 2031.
Video Analytics in Cities: Why Classic Video Processing Is Ineffective
Smart video analytics developers explained why traditional video stream analysis algorithms fail in urban environments and how modular AI architecture solves this problem.
Augustine and GAN: Why the Battle of Good and Evil is an Adversarial Network
The author converted Bosch's triptych into a mathematical model of entropy and drew an analogy between Augustine's philosophy and generative adversarial networks (GANs).
How a Manager Learned to Code in n8n and Claude Code — A Story of Breaking Free from Expensive Contractors
A manager spent months mastering n8n and Claude Code to build automations herself instead of overpaying contractors 300,000 rubles for simple features.
MWS AI Meta-agent: AI Started Assembling AI Agents for Users
The MWS AI team created a meta-agent that assembles other AI agents from text descriptions, bypassing the need for programming — the project won a competition and was implemented on the platform.
From Prompts to Agents: How a Doubletapp Engineer Reformatted the Approach to AI
An iOS developer from Doubletapp shared how he evolved from asking ChatGPT questions to building real engineering infrastructure with agents and context engineering.
Yandex Music Updated Its Recommendation Algorithm to Prevent Musical Tastes from Stagnating
In 2026, the 'My Wave' algorithm received an update. Already half of users' playlists consist of recommendations — music no longer stagnates.