Hacker

Beat the Spinner: Optimistic UI for LangGraph.js Agents

A software engineer and book author with many years of experience, I have dedicated my career to the art of automation. A software engineer and book author with many years of experience, I have ...
marktechpost

How to Design a Production-Grade Multi-Agent Communication System Using LangGraph Structured Message Bus, ACP Logging, and Persistent Shared State Architecture

In this tutorial, we build an advanced multi-agent communication system using a structured message bus architecture powered by LangGraph and Pydantic. We define a strict ACP-style message schema that ...
blockchain

Opus 4.6 Multi‑Agent Orchestration Watches YouTube Tutorials and Executes Tasks: Latest Analysis and 5 Business Use Cases

According to God of Prompt on X, a developer demonstrated a multi-agent orchestration system powered by Opus 4.6 that watches YouTube tutorials and autonomously executes the demonstrated workflows. As ...
marktechpost

How to Build Human-in-the-Loop Plan-and-Execute AI Agents with Explicit User Approval Using LangGraph and Streamlit

In this tutorial, we build a human-in-the-loop travel booking agent that treats the user as a teammate rather than a passive observer. We design the system so the agent first reasons openly by ...
IEEE

AI agent for autonomous optical networks: architectures, technologies, and prospects [Invited Tutorial]

Abstract: The growing demand for high-bandwidth, zero-trouble services is imposing unprecedented challenges on optical communication networks. Traditional human-centric network management approaches ...
IEEE

EBA-SQL: A Multi-Agent Collaborative Framework with Entity-Based Analysis for Text-to-SQL

Abstract: The in-context learning capability of Large Language Models has achieved significant success in text-to-SQL task. Most existed approaches generally adopt a straightforward three-stage ...
InfoQ

Memori Expands into a Full-Scale Memory Layer for AI Agents across SQL and MongoDB

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
VentureBeat

Headless vs. native semantic layer: The architectural key to unlocking 90%+ text-to-SQL accuracy

Every data engineering team right now is being asked the same question: "How do we build a chatbot that talks to our data?" The prototypes are deceptively simple. A developer connects GPT-5.1 to a ...
Geeky Gadgets

Build Smarter Sub-Agents with Deep Agents : Plans, Delegates & Ships Results Locally

What if you could build an autonomous system that not only executes complex, long-running tasks but also adapts to evolving challenges with remarkable precision? Enter Deep Agents, a innovative ...
Bloomberg L.P.

Bloomberg AI Researchers’ Advance Text-to-SQL Accuracy with Multi-Agent PExA Framework

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...
Geeky Gadgets

Unlock AI Power Locally: Learn How to Create an Agent with LangGraph and Ollama

What if you could build your own AI agent, one that operates entirely on your local machine, free from cloud dependencies and API costs? Imagine having complete control over your data, making sure ...