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.
Just AI automated JAICP DSL: AI agent writes patterns and tests in a minute instead of six hours
The Just AI team built an agent for JAICP DSL that generates patterns, phrase examples, and autotests in multiple languages, reducing developer routine work from…
DeepSeek Pivots to Agentic AI: New Job Openings Signal Strategy Shift
Chinese startup DeepSeek has begun recruiting specialists in agentic AI, a clear signal that the company is positioning itself to focus on systems that execute…
agent-pool for Google AI and Gemini CLI released with pipelines, cron, and bounce-back
The agent-pool MCP-server for Google AI and Gemini CLI automates multi-agent chains: launches steps based on triggers, returns tasks for revision, and schedules…
China bans Manus co-founders from leaving country amid Meta startup deal
Nvidia introduced PivotRL — a framework for AI agents with 4x savings in rollout steps
MCP LLM-Agent in Fusion360: First Vibe-Design Test on a Wooden Staircase
Claude Code Raised Legal RAG to 0.791, but ARLC 2026 Final Hit Scaling Limits
OpenAI and Grok Lose to Custom RAG in Legal Agentic RAG Challenge
A team on Mac Studio M3 Ultra compared RAG, CAG, BM25, and built-in databases from OpenAI and Grok in a legal challenge and found: grounding, not brand names…
Agent Commerce per MIT Tech Review: why AI agents require data, not banners
When an AI agent books vacation and makes purchases on its own, e-commerce needs not beautiful interfaces, but precise structured data and user context.
Doka launches local AI-agent for Russia without VPN, subscription or cloud
MolmoWeb-4B by Ai2: A Web Agent That Sees Websites Like Humans, Without HTML Parsing
Bootik: a console AI agent for servers that runs locally and doesn't require much memory
Anthropic: agentic AI and GitHub Copilot are changing development rules in 2026
Hugging Face showed how to build a weather AI agent on smolagents in 15 minutes
Hugging Face via the smolagents library shows how to build a weather AI agent in Python in 15 minutes: add a tool, connect an LLM, and let it autonomously fetch…
Microsoft GraphRAG and Ollama: How Graph-Based RAG Performed on Local Models
The author tested Microsoft GraphRAG with Ollama on the "Johnny Mnemonic" narrative and concluded: graph-based RAG delivers more relevant answers, but demands…