AI for Coding
AI is reshaping software development faster than any other profession — from Copilot autocomplete to agents like Claude Code and Cursor that write, fix and refactor whole projects. "Vibe coding" — building software through natural-language dialogue — has entered the mainstream. Here is everything on AI coding tools: releases, benchmarks (SWE-bench) and the debate over quality and productivity.
Agentic search on open-source models: who it found, what it cost, and where it all broke
A Habr author spent $20 on an experimental agentic search system: he tested six open-source models, found that gemma4 with a simple JEV filter works best, and…
Developer Spends $9,000 on AI Agents and Ships Crossweft, an Open-Source Plugin
The author spent over $9,000 and a billion tokens, and ended up with an open plugin for Claude Code and Codex that stops an agent from saying "done" when files are…
Selectel Walks Through Installing Jenkins on a Cloud Server: From Resources to a Pipeline
A Selectel engineer shows step by step how to order a virtual server, install Jenkins, and build a first pipeline that automatically builds an application from Git.
Trump Administration Bets on Lawsuits: Who Pays When AI Fails
Where an NLI Model Helps in a Meeting Assistant: Three Fittings, Two Rejections
Hebbian Learning Without Backprop Collapsed Into k-means and Lost on Every Front
I Wrote 61 Tests for My AI Mentor. Then I Found Out You Can't Trust the Tests Either
A Habr Essay Reopens the Debate Over Who Owns Open Source Code in the Age of AI
A Habr essay revives the licensing debate: from the Redis and Terraform forks to the 700 million-user threshold in the Llama license and the GitHub Copilot lawsuit.
Anthropic and OpenAI Are Rehearsing Their Response to the First Major AI Catastrophe
Leaders at Anthropic, OpenAI and other labs are privately running through major AI incident scenarios, from cyberattacks on banks and the internet to power and…
Karpathy Releases autoresearch: AI Agents Start Doing AI Research
GitHub Copilot's Weekly Release Expands Control Over Agent Access
Cirrus Logic Made an Unsolicited Offer for Synaptics in September to Derail the onsemi Deal
GitHub gives Copilot code review admins new billing and license controls
Debian Opens Art Contest for Forky Release — Debian 14 Is Looking for Artists
Debian has opened submissions for Forky artwork, the future Debian 14. The last release, Trixie, shipped on 9 August 2025, and the project's release cycle runs…
NTU Singapore Researchers Cut Decision-Software Development From Months to an Hour
NTU Singapore researchers built an AI framework that automates complex decision-making software, cutting months of engineering work to about one hour.