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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 ↗1199 articles
In the glossary:AI agentAutonomous AgentAgentic WorkflowTool UseMulti-Agent System
DEMIURGOS adds a rules debugging mode for AI agents and support for 20+ tools
LLM·Habr AI

DEMIURGOS adds a rules debugging mode for AI agents and support for 20+ tools

Apr 30, 2026·3 min
An open-source stack of 6 models and 9 agents showed how to build an AI team on a single server
Hardware

An open-source stack of 6 models and 9 agents showed how to build an AI team on a single server

Apr 30, 2026·3 min
Amazon Bedrock AgentCore gets Policy for AI agent access control
Autonomous

Amazon Bedrock AgentCore gets Policy for AI agent access control

Apr 30, 2026·2 min
Nvidia, Google and Anthropic: Nemotron, Firefox bugs and worrying signals for the AI market
Hardware

Nvidia, Google and Anthropic: Nemotron, Firefox bugs and worrying signals for the AI market

Apr 30, 2026·3 min
Claude Cowork and Chrome: 10 use cases for delegating repetitive browser work to an AI agent
LLM·Habr AI

Claude Cowork and Chrome: 10 use cases for delegating repetitive browser work to an AI agent

Apr 30, 2026·2 min
Anthropic explained how businesses can implement agentic systems without unnecessary complexity
LLM

Anthropic explained how businesses can implement agentic systems without unnecessary complexity

Apr 30, 2026·3 min
In five days, Yoyo grew from 200 lines into an autonomous agent that writes code on its own
LLM

In five days, Yoyo grew from 200 lines into an autonomous agent that writes code on its own

Apr 30, 2026·2 min
NVIDIA introduces NeMo Retriever — agentic search for complex enterprise data
Hardware·Hugging Face Blog

NVIDIA introduces NeMo Retriever — agentic search for complex enterprise data

NVIDIA showcased an agentic pipeline in NeMo Retriever: the system goes beyond semantic search, planning steps, refining queries, and has al

Apr 30, 2026·3 min
Top themes
01Harry Tan released gstack — a workflow system for Claude Code with QA, review, and releaseApr 30, 2026·3 min02Seldon Vault turned Asimov's psychohistory into a multi-agent AI forecasting serviceApr 30, 2026·3 min03Anthropic and ETH Zurich: a long CLAUDE.md worsens agent performance and raises costsApr 30, 2026·3 min04Anthropic, OpenAI, and Cursor: Eight Levels of Agent Engineering MaturityApr 30, 2026·3 min05LangChain released Deep Agents for multi-step AI agents with memory and isolationApr 30, 2026·3 min
Why Claude 4.6 Isn't Enough Without Context: The Main Blind Spot in LLM Development
LLM·Habr AI

Why Claude 4.6 Isn't Enough Without Context: The Main Blind Spot in LLM Development

Even a strong model like Claude 4.6 loses effectiveness without systematically gathered context: a knowledge base, links between services, a

Apr 30, 2026·3 min
01Why Yann LeCun's world model idea does not solve the main crisis in LLM developmentApr 30, 2026·3 min02Intel warns: agentic AI has moved beyond its "childhood" stage and requires a new control modelApr 30, 2026·3 min03Google AI Ultra: how to turn a subscription into a pool of parallel agents and model consensusApr 30, 2026·2 min
Nvidia added the NemoClaw security stack to OpenClaw for personal AI agents
Hardware·ZDNet AI

Nvidia added the NemoClaw security stack to OpenClaw for personal AI agents

Nvidia introduced NemoClaw for OpenClaw: the new stack runs agents in a sandbox, limits access to the network and files, and decides when to

Apr 30, 2026·3 min
Gateway Global AI builds a voice platform for rapid AI deployment in business
LLM·TNW

Gateway Global AI builds a voice platform for rapid AI deployment in business

Gateway Global AI is developing a voice-first platform that combines calls, customer requests, and internal processes into a single layer an

Apr 30, 2026·2 min
Nvidia turned OpenClaw into an enterprise platform with security and local AI models
Hardware·TNW

Nvidia turned OpenClaw into an enterprise platform with security and local AI models

Nvidia unveiled NemoClaw, an add-on for OpenClaw that adds sandbox security, privacy guardrails, and local models for enterprise AI-agent deployments with a single command.

Apr 30, 2026·3 min
Nvidia introduced Agent Toolkit and NemoClaw for rapid and secure AI agent deployment
Hardware·3DNews AI

Nvidia introduced Agent Toolkit and NemoClaw for rapid and secure AI agent deployment

Apr 30, 2026·3 min
nullClaw on Zig outperformed OpenClaw in memory and startup in local AI agent tests
Autonomous·Habr AI

nullClaw on Zig outperformed OpenClaw in memory and startup in local AI agent tests

Apr 30, 2026·3 min
Tailscale acquired Border0 to protect enterprise networks from the influx of AI agents
Autonomous·Bloomberg Tech

Tailscale acquired Border0 to protect enterprise networks from the influx of AI agents

Apr 30, 2026·2 min
Yandex at AI Dev Day Showed How AI Is Already Changing Development at Avito, Ozon, and T-Bank
Creative·Habr AI

Yandex at AI Dev Day Showed How AI Is Already Changing Development at Avito, Ozon, and T-Bank

Apr 30, 2026·3 min
Microsoft merges enterprise and consumer Copilot teams for a unified platform
Autonomous·Bloomberg Tech

Microsoft merges enterprise and consumer Copilot teams for a unified platform

Apr 30, 2026·3 min
Appeals court temporarily lets Perplexity keep Comet shopping bots running on Amazon
Autonomous

Appeals court temporarily lets Perplexity keep Comet shopping bots running on Amazon

Apr 30, 2026·3 min
OpenAI Released GPT-5.4 Mini and Nano — Near-Flagship Quality at Lower Cost
LLM

OpenAI Released GPT-5.4 Mini and Nano — Near-Flagship Quality at Lower Cost

Apr 30, 2026·3 min
AWS selected 12 European AI startups and warned of the risk of an innovation drain from the region
Medicine

AWS selected 12 European AI startups and warned of the risk of an innovation drain from the region

Apr 30, 2026·3 min
Jensen Huang of Nvidia called OpenClaw the 'next ChatGPT' for the era of AI agents
Hardware·3DNews AI

Jensen Huang of Nvidia called OpenClaw the 'next ChatGPT' for the era of AI agents

The Nvidia chief believes OpenClaw could become as pivotal for autonomous AI agents as ChatGPT was for the mainstream chatbot market.

Apr 30, 2026·3 min
Anthropic explained how to build skills for Claude Code and why teams need their own marketplace
LLM·Habr AI

Anthropic explained how to build skills for Claude Code and why teams need their own marketplace

Anthropic showed which skills actually work in Claude Code, how to write them without extra noise, and why large teams need their own extens

Apr 30, 2026·3 min