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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
Amazon Bedrock Guardrails Gets a New API for Flexible Protection of Agentic AI Applications
Autonomous·AWS Machine Learning Blog

Amazon Bedrock Guardrails Gets a New API for Flexible Protection of Agentic AI Applications

Jun 30, 2026·2 min
LangSmith Added End-to-End OpenTelemetry Support for LangChain and LangGraph
LLM

LangSmith Added End-to-End OpenTelemetry Support for LangChain and LangGraph

Jun 30, 2026·2 min
New Computer Raised Agent Memory Search Accuracy by 50% with LangSmith
LLM

New Computer Raised Agent Memory Search Accuracy by 50% with LangSmith

Jun 30, 2026·2 min
Qualcomm Develops Over 40 AI Devices and Predicts the End of the App Era
Hardware

Qualcomm Develops Over 40 AI Devices and Predicts the End of the App Era

Jun 30, 2026·3 min
LangChain Launches Headless Tools: Agents Work Directly in the Browser
Autonomous·LangChain Blog

LangChain Launches Headless Tools: Agents Work Directly in the Browser

Jun 30, 2026·2 min
AWS launched OAuth authorization for MCP servers in Bedrock AgentCore Gateway
Autonomous

AWS launched OAuth authorization for MCP servers in Bedrock AgentCore Gateway

Jun 30, 2026·2 min
NVIDIA JetPack 7.2: AI agents on edge devices with a single deployment command
Robotics

NVIDIA JetPack 7.2: AI agents on edge devices with a single deployment command

Jun 30, 2026·2 min
Claude Fable 5 arrives on GitLab Duo — multi-day agent tasks without manual stops
LLM·GitLab Blog

Claude Fable 5 arrives on GitLab Duo — multi-day agent tasks without manual stops

Anthropic brought a Mythos-class model to GitLab Duo Agent Platform — Fable 5 completes multi-stage tasks on its own, without manual checkpo

Jun 30, 2026·3 min
Top themes
01GitLab launched a managed DevSecOps platform on Google Cloud with Gemini 3.5 FlashJun 30, 2026·2 min02Alibaba launched Qwen3.7-Plus: multimodal agent with video analysis and autonomous codingJun 30, 2026·2 min03LangGraph gets fault tolerance: retries, timeouts, and error handlers for production agentsJun 30, 2026·2 min04OpenAI launches Codex: the AI agent that writes code instead of engineersJun 30, 2026·1 min05Together AI beat TensorRT-LLM by 31% in benchmarks for code agentsJun 30, 2026·2 min
Replit: describe an idea in words — get a complete app with a database and deployment
Autonomous·@Replit

Replit: describe an idea in words — get a complete app with a database and deployment

Replit combines code generation, UI, authentication, databases, and deployment in one place — plus parallel AI agents and real-time team col

Jun 30, 2026·2 min
01Together AI at NVIDIA GTC 2026: Dynamo, multi-agent models, and voice AIJun 30, 2026·2 min02Replit launched parallel agents: an app, a video, and a pitch deck at the same timeJun 30, 2026·2 min03Gopuff launched Grok-based AI agent Go — it handles voice, photos, and textJun 30, 2026·2 min
eToro launched Tori AI agent powered by Grok models for market sentiment analysis
Autonomous·@xAI

eToro launched Tori AI agent powered by Grok models for market sentiment analysis

Investment platform eToro launched Tori, an agent powered by xAI's Grok models and the real-time SpaceXAI data feed, to help retail investor

Jun 30, 2026·2 min
Google DeepMind launches a $10 million fund to study the collective behavior of AI agents
Autonomous·@GoogleDeepMind

Google DeepMind launches a $10 million fund to study the collective behavior of AI agents

Google DeepMind and its partners have created a $10 million research fund to understand how millions of AI agents interact in groups and wha

Jun 30, 2026·2 min
eToro integrated xAI models into Tori agent for real-time market sentiment analysis
LLM·xAI News

eToro integrated xAI models into Tori agent for real-time market sentiment analysis

eToro integrated xAI language models into its AI agent Tori to track market sentiment in real time and incorporate it into users' investment decisions.

Jun 30, 2026·2 min
AWS open-sourced Agent-EvalKit: systematic evaluation of AI agents in six phases
LLM·AWS Machine Learning Blog

AWS open-sourced Agent-EvalKit: systematic evaluation of AI agents in six phases

Jun 30, 2026·2 min
Amazon Bedrock AgentCore Runtime: isolated microVMs for Claude Code, Codex, and Cursor
LLM·AWS Machine Learning Blog

Amazon Bedrock AgentCore Runtime: isolated microVMs for Claude Code, Codex, and Cursor

Jun 30, 2026·2 min
Amazon Quick generates incident RCA brief from a single prompt via New Relic and Asana
LLM·AWS Machine Learning Blog

Amazon Quick generates incident RCA brief from a single prompt via New Relic and Asana

Jun 30, 2026·3 min
Amazon Bedrock AgentCore automates initial intake of insurance claims
Autonomous·AWS Machine Learning Blog

Amazon Bedrock AgentCore automates initial intake of insurance claims

Jun 30, 2026·2 min
AWS showed how to build an AI assistant for equipment repair on Bedrock AgentCore
Medicine·AWS Machine Learning Blog

AWS showed how to build an AI assistant for equipment repair on Bedrock AgentCore

Jun 30, 2026·2 min
AWS launches Neuron Agentic Development to automate AI kernel development
Hardware

AWS launches Neuron Agentic Development to automate AI kernel development

Jun 30, 2026·2 min
Stack Overflow for agents: why AI developers work in complete isolation
Autonomous

Stack Overflow for agents: why AI developers work in complete isolation

Jun 30, 2026·2 min
Alibaba unveiled AI models for robots — China is betting on agents
Robotics

Alibaba unveiled AI models for robots — China is betting on agents

Jun 30, 2026·2 min
Voice AI agent lied to customers and mixed up callers — developer found the cause wasn’t in the prompt
LLM·Habr AI

Voice AI agent lied to customers and mixed up callers — developer found the cause wasn’t in the prompt

For three months, a developer fixed bugs in a voice AI agent: lies about administrators, mixed-up callers, and a fake voice — all solved by

Jun 30, 2026·3 min
Inside an AI agent: seven tools that turn an LLM into an executor
LLM·Habr AI

Inside an AI agent: seven tools that turn an LLM into an executor

Give a language model a terminal, a file system, and internet access, and it becomes an agent — we break down how to add seven tools and tea

Jun 30, 2026·2 min