Habr AI
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
Midjourney vs Nano Banana Pro vs FLUX 2 Max: Comparing Image Generation AI Models in 2026
Habr compared six image generation AI models — Midjourney v7, Qwen Image 2 Pro, FLUX 2 Max, Nano Banana Pro, GPT Image 2, and Grok Imagine — on identical prompts.
Solo Developer Sunarius: AI Didn't Make the RPG for Him, but Lowered the Entry Barrier
The developer has been solo-developing a post-apocalyptic RPG called Sunarius for three years and explains how AI models lowered the entry barrier for such a large-scale project.
AI Agents in Production: Six Architectural Errors That Prevent Them From Reaching Launch
A Habr analysis explains why AI agents that work reliably in demos produce empty responses, get stuck in loops, and lose context in production.
MTS AI Discussed on Habr How Training Methods for Luna Line CV Segmentation Models are Changing
MTS AI published the second part of their Habr analysis on finding the optimal recipe for training Luna Line CV models — this time focusing on segmentation rather than classification.
Robot Economics: Why Surgical Machines Pay Off, but Fruit Pickers Don't Yet
An analytical essay on Habr explains why a robot's cost-effectiveness depends not on wage savings but on the value threshold set by the buyer.
How to Deploy AI Agents in Legacy Code to Avoid Silent Regressions in Production
Habr Translated a Guide on Deploying AI Agents in Legacy Systems: Testing, Documentation, and Compromise Boundaries to Prevent Agents from Reverting Refactoring by Thousands of Lines
HashiCorp Released Terraform MCP Server 1.0 — an AI Bridge to Terraform Registry
HashiCorp Moved Terraform MCP Server to GA: the Server Connects LLM Agents with Terraform Registry so AI Writes Current HCL Configurations Rather than Based on Outdated Data
AI Warehouse Agent in Jamix Gained Write Access: Security and Audit
Jamix Developers Gave the Spring AI-based Warehouse Agent Permission to Modify Data and Discussed Security, Audit of Model Actions, and Transactions
Diasoft Explained Why It Chose Digital Q.Integration Platform over Traditional ESB
Diasoft Explained Why It Created Digital Q.Integration Integration Platform with Independent Microservice Connectors and a Common Transport Layer Rather than Another ESB
Habr author warns: thoughtless AI use leads to specialist degradation
A Habr author discusses how thoughtless use of AI without critical analysis of results can lead to gradual loss of professional expertise.
INFERA AI.Firewall and Agent Runtime Security approach for protecting business AI agents
In 2025–2026, companies are widely transitioning to autonomous AI agents, and traditional WAF, DLP, and LLM Firewall are no longer sufficient — thus Agent Runtime Security is emerging.
How a Habr author created an AI assistant on Hermes Agent for family and support in Telegram
A Habr author shared how he set up a group chat in Telegram with his wife and AI agent Hermes Agent — and his wife started adding features to the project via voice messages.
Popolama — New Service for Tracking Shared Expenses in Travel and Groups
A team of developers turned an inconvenient shared trip to Japan into the service Popolama — it automatically calculates who owes whom after group travel expenses.
Developer creates Python job aggregator combining HH, Habr Career, and GeekJob
An open-source Python job aggregator was published on Habr: collects job posts from HH, Habr Career, GeekJob, and Telegram channels, removes duplicates, and sends selections to Telegram.
Business is leaving ChatGPT for cheaper Chinese AI models for savings, Microsoft saves with software
In June 2026, companies began massively switching from branded models like OpenAI to cheaper Chinese alternatives, while Microsoft is betting on deep AI integration into its software.
ITMO Expert Ilya Blagorodov: AI Does Not Remove Developer Responsibility for Code
Developer with 30 years of experience and ITMO master's program expert Ilya Blagorodov explains on Habr why AI tools do not free programmers from responsibility for their code.
Writers Protest Against AI, but Already Benefit From It — Column on Habr
The author of a Habr column describes a paradox: writers, who protest loudest against AI, turn out to be almost the only profession already benefiting from the technology.
Yandex developer relations director: AI in code is an exoskeleton, not autopilot
Sergey Berezhnoy from Yandex explained on Habr why creativity has become the main skill of a developer.
Claude Fable 5 guide: why model performance depends on clarifying the unknown
A Habr translated prompting guide for Claude Fable 5 explains the gap between developer prompts and actual codebase.
Palantir released a manifesto on sovereign AI and data as 54 percent of revenue comes from government contracts
Palantir published an excerpt from the CEO book on X with a call not to give data and AI models to LLM vendors.
Yandex Music: 37 percent of new releases in first half of 2026 turned out to be AI-generated music
A Habr author created an AI music detection algorithm with accuracy close to 100 percent.
Habr Published Translation of Essay on 'Dead Economy Theory'—Extension of Dead Internet Theory
Habr published a translation of an essay expanding the dead internet theory to 'dead economy theory': according to Graphite.io data, more than half of new online content was created by AI in the past year.
Post About Abandoning AI Coding Scores 1038 Points on Hacker News—Habr Author Reaches Different Conclusion
The post 'I'm going back to writing code by hand' about abandoning vibe-coding with Claude scored 1038 points on Hacker News—a Habr author experienced something similar but reached different conclusions.
Habr Translation Explains How LLMs Actually Work on Transformer Architecture
A translated article on Habr breaks down the principles of how large language models work and their underlying transformer architecture without complex mathematics.
How ADWIN and online learning help models handle data drift
An article on Habr AI discusses concept drift in ML models and shows how combining online learning with the ADWIN algorithm protects accuracy in production.
University professor built RAG-search for university regulations using a chatbot in MAX
An information technology professor transformed a schedule chatbot in MAX into a RAG-search system for the university's multi-page regulations — from scholarships to dismissals.
Developer vibe-coded a catalog of free parking in St. Petersburg and Russia
The author on Habr shared how personal notes about free parking in St. Petersburg turned into an idea for a public vibe-coding project for all of Russia.
Typhoonminigen 2.0: Open-Source macOS App for Local FLUX.2 Klein Generation
A developer-enthusiast released Typhoonminigen 2.0—a free macOS app for local FLUX.2 Klein image generation on Apple Silicon, whose code was written by Claude Opus 4.8.
Habr released the second part of the Activation Steering guide—repeng, pyreft and exact vector
The second part of Habr AI's tutorial explores repeng, pyreft and other ways to more precisely find a vector for controlling model behavior through activation steering.
AI security industry in China has grown to the level of USA and Israel, writes Habr
China's closed-off AI Security market has in recent years grown into a mature industry of guardrails and agent protection, comparable in maturity to players from the USA and Israel.