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.
OpenGrall Presented an Architecture for AI Robots Where a Language Model Handles Strategy
The OpenGrall framework proposes dividing cognition and control: a language model handles strategy, while TinyML handles execution and safety, reducing latency even…
Habr AI: How Pipeline Triad Assembles an AI Agent Pipeline Instead of a Development Team
Habr AI examined Pipeline Triad — a model where development stages pass through AI agent triads, with humans involved only at four control points.
Google DeepMind Presents Gemini Robotics-ER 1.6 for Robot Autonomy and Instrument Reading
Google DeepMind updated Gemini Robotics-ER to version 1.6: a model for robots that better understands space, handles multiple video streams, and can read complex…
Mem0 and OpenAI: How to Build a Universal Long-Term Memory Layer for AI Agents
SmolAgents: How to Build a Multi-Agent AI System with Code and Dynamic Orchestration
Playwright and MCP: How an AI Agent Tests UI and Database Without Manual SQL Assertions
Positive Technologies Listed Best Benchmarks for Evaluating LLM in Cybersecurity
Meta and Mark Zuckerberg Train AI Assistant for CEO Functions
Meta's head tests a personal AI agent that accelerates data access within the company and is meant to relieve him of some executive routine amid massive AI…
Spektr raises $20M for AI agents for KYC and KYB in financial compliance
Danish fintech Spektr has closed a $20M Series A round and is developing an AI platform that automates KYC and KYB checks, reducing hours of manual work to minutes.
MTS showed how OpenClaw was connected to a robot and brought an AI agent into the physical world
Claude Sonnet Helps C-Suite Build AI Director for Critical Decisions in 8 Hours
Why ServiceNow, Atlassian and BMC are reshaping the ITSM market and the platform debate in 2026
ServiceNow and Atlassian Lead ITSM Market Toward AI Platforms Instead of Out-of-the-Box Solutions
OpenAI Updated Codex: Agent Now Works With Computer, Remembers Context and Plans
OpenAI expanded Codex capabilities: the agent now works with desktop applications, remembers context, uses a browser, and takes on long repetitive tasks.
Gemma 4 in Codex CLI: local execution works, but still lags behind cloud
Testing local Gemma 4 in Codex CLI showed the model already handles tool calling and passes tests, but remains inferior to cloud GPT-5.4 in quality, stability, and…