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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 ↗1189 articles
In the glossary:AI agentAutonomous AgentAgentic WorkflowTool UseMulti-Agent System
Anthropic launched Claude Science — an AI platform for scientists and laboratories
Medicine·Anthropic Blog

Anthropic launched Claude Science — an AI platform for scientists and laboratories

Jul 17, 2026·2 min
Anthropic Launches Claude Science — AI Work Environment for Scientists in Beta
LLM

Anthropic Launches Claude Science — AI Work Environment for Scientists in Beta

Jul 17, 2026·2 min
NVIDIA Showcases LangChain Deep Agents Profile for Nemotron 3 Ultra Model
Hardware

NVIDIA Showcases LangChain Deep Agents Profile for Nemotron 3 Ultra Model

Jul 17, 2026·2 min
Symlink Vulnerability Affects Six AI Code Agents, Including Amazon Q and Cursor
LLM

Symlink Vulnerability Affects Six AI Code Agents, Including Amazon Q and Cursor

Jul 17, 2026·2 min
How Context Engineering Makes Weak Local LLM a Reliable Agent
LLM·Habr AI

How Context Engineering Makes Weak Local LLM a Reliable Agent

Jul 17, 2026·2 min
Claude Sonnet 5 Became First Model to Pass All GitLab Duo Agent Platform Tests
LLM

Claude Sonnet 5 Became First Model to Pass All GitLab Duo Agent Platform Tests

Jul 17, 2026·2 min
Linq Launched iMessage Apps — Payments, Tickets and Games for AI Agents Directly in Chats
Autonomous

Linq Launched iMessage Apps — Payments, Tickets and Games for AI Agents Directly in Chats

Jul 17, 2026·2 min
Vercel Open Source Program includes xmcp and five other projects in Spring 2026 cohort
Creative·Vercel Blog

Vercel Open Source Program includes xmcp and five other projects in Spring 2026 cohort

Vercel selected six open-source projects for its Spring 2026 program — from ASCII video converter to MCP framework xmcp — with grants of $3,

Jul 17, 2026·2 min
Top themes
01LLM agents and SOC: developers built a cyber threat database using RAGJul 17, 2026·2 min02Bespoke Labs raises $40 million to build training environments for AI agentsJul 17, 2026·2 min03Habr: agent memory removes technical noise from hybrid development team chatsJul 17, 2026·2 min04AI Agency: How Autonomous Agents Differ From Regular Programs or ScriptsJul 17, 2026·3 min05Developer Trained an AI Agent to Automatically Apply to Job Openings on HH.ruJul 17, 2026·2 min
Claude Paraphrased a Document After Reading Only the Beginning: Hidden MCP Server Truncation
LLM·Habr AI

Claude Paraphrased a Document After Reading Only the Beginning: Hidden MCP Server Truncation

A developer caught Claude confidently paraphrasing a document it hadn't finished reading—blame a quietly truncated MCP server response.

Jul 17, 2026·2 min
01Agents on GPT-4o-mini and GPT-5.2 Silently Break Rules in τ²-bench TestsJul 17, 2026·2 min02GitLab Migrated Rate Limiting to AI Agents: 14 Specs and 30+ Merge RequestsJul 17, 2026·2 min03GitHub Copilot Learned to Connect a Domain to GitHub Pages Without Manual DNS SetupJul 17, 2026·2 min
Microsoft Research Presented Flint — a Data Visualization Language for AI Agents
Autonomous·Microsoft Research

Microsoft Research Presented Flint — a Data Visualization Language for AI Agents

Microsoft Research released Flint — an open visualization language that allows AI agents to build expressive charts from compact, human-edit

Jul 17, 2026·2 min
Sysdig Describes First Fully Autonomous Ransomware AI Agent Attack Without Human Involvement
Autonomous·Habr AI

Sysdig Describes First Fully Autonomous Ransomware AI Agent Attack Without Human Involvement

Sysdig researchers documented the first-ever ransomware attack in history conducted entirely by an autonomous AI agent without human operato

Jul 17, 2026·2 min
Anthropic Claude Science received acceleration through NVIDIA BioNeMo Agent Toolkit
Hardware·AI News

Anthropic Claude Science received acceleration through NVIDIA BioNeMo Agent Toolkit

Anthropic launched the public beta of Claude Science an AI platform for scientific research.

Jul 17, 2026·1 min
Research: AI agent with explicit social norms coordinates with humans almost 4 times better
LLM·arXiv cs.AI

Research: AI agent with explicit social norms coordinates with humans almost 4 times better

Jul 17, 2026·2 min
Hud CEO Roy Adler: Runtime Intelligence Will Be the Next Stage of Software Operations
Autonomous·TNW

Hud CEO Roy Adler: Runtime Intelligence Will Be the Next Stage of Software Operations

Jul 17, 2026·1 min
Typhoonminigen 2.0: Open-Source macOS App for Local FLUX.2 Klein Generation
Hardware·Habr AI

Typhoonminigen 2.0: Open-Source macOS App for Local FLUX.2 Klein Generation

Jul 17, 2026·2 min
Authentication in the MCP protocol in 2026: past, present, and future
LLM·Habr AI

Authentication in the MCP protocol in 2026: past, present, and future

Jul 17, 2026·2 min
Neuroanalytic 2.0 in Yandex DataLens: overview of an AI agent for data analysis
Autonomous·Habr AI

Neuroanalytic 2.0 in Yandex DataLens: overview of an AI agent for data analysis

Jul 17, 2026·1 min
How to evaluate AI agent libraries: the example of transformers and traces over answers
Autonomous

How to evaluate AI agent libraries: the example of transformers and traces over answers

Jul 17, 2026·1 min
Context engineering: why AI agents get confused in long dialogues and how to fix it
LLM

Context engineering: why AI agents get confused in long dialogues and how to fix it

Jul 17, 2026·1 min
AMD Shows How to Run AI Agents on PCs with 128 GB of Memory
Hardware

AMD Shows How to Run AI Agents on PCs with 128 GB of Memory

Jul 16, 2026·3 min
Anthropic rushes to close Claude Code source code leak
LLM·Bloomberg Tech

Anthropic rushes to close Claude Code source code leak

Anthropic is addressing unintended disclosure of Claude Code source code — the AI development platform that became a key monetization vehicl

Jul 16, 2026·3 min
RPA and AI agents in corporate architecture: not instead, but together
Robotics·Habr AI

RPA and AI agents in corporate architecture: not instead, but together

RPA and LLM agents solve different tasks: the former for strictly structured processes, the latter for unstructured data. In enterprise this

Jul 16, 2026·3 min