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AI Agents

AI agents are LLM-powered systems that don't just answer — they plan steps, call tools and drive a task to completion: writing code, searching the web, booking, analyzing. 2026 became the year of agents, from coding agents to autonomous researchers. This page gathers all our coverage of agentic AI: launches, protocols (MCP, A2A), reliability and real-world use.

Official site ↗1158 articles
In the glossary:AI agentAutonomous AgentAgentic WorkflowTool UseMulti-Agent System
Vercel unveiled agent-browser for AI agents — lightweight browser access without MCP
LLM·Habr AI

Vercel unveiled agent-browser for AI agents — lightweight browser access without MCP

Apr 30, 2026·3 min
Just AI automated JAICP DSL: AI agent writes patterns and tests in a minute instead of six hours
LLM

Just AI automated JAICP DSL: AI agent writes patterns and tests in a minute instead of six hours

Apr 30, 2026·3 min
DeepSeek Pivots to Agentic AI: New Job Openings Signal Strategy Shift
Hardware

DeepSeek Pivots to Agentic AI: New Job Openings Signal Strategy Shift

Apr 30, 2026·3 min
agent-pool for Google AI and Gemini CLI released with pipelines, cron, and bounce-back
LLM

agent-pool for Google AI and Gemini CLI released with pipelines, cron, and bounce-back

Apr 30, 2026·3 min
MIT Technology Review: Are We Ready to Grant Real Authority to AI Agents?
LLM·MIT Technology Review

MIT Technology Review: Are We Ready to Grant Real Authority to AI Agents?

MIT Technology Review has released an eBook on the risks of granting real authority to AI agents—experts warn of loss of control and identif

Apr 30, 2026·2 min
Anthropic adds auto mode to Claude Code: fewer confirmations and protection from dangerous commands
LLM·ZDNet AI

Anthropic adds auto mode to Claude Code: fewer confirmations and protection from dangerous commands

Anthropic introduced auto mode for Claude Code: the mode decides on some access requests, skips safe actions and blocks risky commands to av

Apr 30, 2026·3 min
Abacus AI Pushes ChatLLM as One-Service Replacement for ChatGPT, Claude, and Midjourney
Creative·KDnuggets

Abacus AI Pushes ChatLLM as One-Service Replacement for ChatGPT, Claude, and Midjourney

Abacus AI's ChatLLM combines text models, image generation, video, and agent scenarios in a single interface to reduce the number of subscri

Apr 30, 2026·3 min
Agentic Legal RAG Challenge 2026: How Sparks of intelligence Tested the Limits of Agentic RAG
Autonomous·Habr AI

Agentic Legal RAG Challenge 2026: How Sparks of intelligence Tested the Limits of Agentic RAG

The Sparks of intelligence team analyzed their experience in the Agentic Legal RAG Challenge 2026 and demonstrated why chunking, search, gro

Apr 30, 2026·3 min
Top themes
01HKUDS Detailed OpenSpace — Self-Evolving Skill Engine for AI AgentsApr 30, 2026·3 min02RooCode for VS Code: How to Set Up Multi-Agent Development Without Chaos and Unnecessary Model RequestsApr 30, 2026·3 min03China bans Manus co-founders from leaving country amid Meta startup dealApr 30, 2026·2 min04Nvidia introduced PivotRL — a framework for AI agents with 4x savings in rollout stepsApr 30, 2026·3 min05MCP LLM-Agent in Fusion360: First Vibe-Design Test on a Wooden StaircaseApr 30, 2026·3 min
Claude Code Raised Legal RAG to 0.791, but ARLC 2026 Final Hit Scaling Limits
LLM·Habr AI

Claude Code Raised Legal RAG to 0.791, but ARLC 2026 Final Hit Scaling Limits

Apr 30, 2026·3 min
OpenAI and Grok Lose to Custom RAG in Legal Agentic RAG Challenge
Autonomous·Habr AI

OpenAI and Grok Lose to Custom RAG in Legal Agentic RAG Challenge

Apr 30, 2026·3 min
Agent Commerce per MIT Tech Review: why AI agents require data, not banners
Autonomous·MIT Technology Review

Agent Commerce per MIT Tech Review: why AI agents require data, not banners

Apr 30, 2026·2 min
Habr: How Outdated Knowledge Base Breaks LLM-Agents and How to Fix It
LLM·Habr AI

Habr: How Outdated Knowledge Base Breaks LLM-Agents and How to Fix It

Apr 30, 2026·3 min
Doka launches local AI-agent for Russia without VPN, subscription or cloud
LLM·Habr AI

Doka launches local AI-agent for Russia without VPN, subscription or cloud

A developer bundled a custom AI-agent into the Doka desktop app: the service runs locally, uses the Qwen3 model, and requires no cloud, VPN,

Apr 30, 2026·3 min
MolmoWeb-4B by Ai2: A Web Agent That Sees Websites Like Humans, Without HTML Parsing
LLM·MarkTechPost

MolmoWeb-4B by Ai2: A Web Agent That Sees Websites Like Humans, Without HTML Parsing

Ai2 released MolmoWeb-4B — an open-source multimodal web agent that controls a browser using only screenshots, without access to HTML or DOM

Apr 30, 2026·2 min
Bootik: a console AI agent for servers that runs locally and doesn't require much memory
Medicine·Habr AI

Bootik: a console AI agent for servers that runs locally and doesn't require much memory

Bootik is a lightweight console AI agent for SSH operations: it launches on demand, understands server context, and is designed for local models with limited VRAM.

Apr 30, 2026·2 min
Anthropic: agentic AI and GitHub Copilot are changing development rules in 2026
LLM·Habr AI

Anthropic: agentic AI and GitHub Copilot are changing development rules in 2026

Apr 30, 2026·2 min
Giraffe360 raises $10M from Cipio Partners to expand AI platform for real estate
Robotics·TNW

Giraffe360 raises $10M from Cipio Partners to expand AI platform for real estate

Apr 30, 2026·2 min
ChatGPT didn't kill the developer market: programmer numbers have grown significantly since 2022
LLM·ZDNet AI

ChatGPT didn't kill the developer market: programmer numbers have grown significantly since 2022

Apr 30, 2026·3 min
Paperclip Promises a Company of AI Agents but Drowns in Bureaucracy During Testing
LLM·Habr AI

Paperclip Promises a Company of AI Agents but Drowns in Bureaucracy During Testing

Apr 30, 2026·3 min
Sergey Smirnov explained how to prepare an AI agent for reliable operation in production
Autonomous·Habr AI

Sergey Smirnov explained how to prepare an AI agent for reliable operation in production

Apr 30, 2026·2 min
Hugging Face showed how to build a weather AI agent on smolagents in 15 minutes
LLM

Hugging Face showed how to build a weather AI agent on smolagents in 15 minutes

Apr 30, 2026·3 min
Microsoft GraphRAG and Ollama: How Graph-Based RAG Performed on Local Models
Creative

Microsoft GraphRAG and Ollama: How Graph-Based RAG Performed on Local Models

Apr 30, 2026·3 min
Google Releases Gemini 3.1 Flash Live for Voice AI Agents and Multimodal Dialogue
Creative

Google Releases Gemini 3.1 Flash Live for Voice AI Agents and Multimodal Dialogue

Apr 30, 2026·3 min
Google Turns Gemini Into Smartphone Infrastructure as Apple Steps Back From Siri
LLM·Habr AI

Google Turns Gemini Into Smartphone Infrastructure as Apple Steps Back From Siri

Google through Gemini claims the foundational AI layer role for both iPhone and Android simultaneously, while Apple effectively acknowledges

Apr 30, 2026·2 min
Claude AI in Four IDEs: Why the Developer Became the Main Bottleneck for Agents
LLM·Habr AI

Claude AI in Four IDEs: Why the Developer Became the Main Bottleneck for Agents

A Habr AI author described how working with Claude AI and multiple IDEs accelerates development, but makes the human the main bottleneck: th

Apr 30, 2026·2 min