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dev.to /2 weeks ago

Multi-Agent Systems in Production: When One Agent Isn't Enough and How We Coordinate Them

We built our first multi-agent system by accident. We had a single agent handling document analysis for a client — extract data, validate it, write a summary, trigger a follow-up a...

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towardsdatascience.com /1 month ago

Building a Multi-Agent System in Python

An introduction to multi-agent systems The post Building a Multi-Agent System in Python appeared first on Towards Data Science.

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medium.com /1 month ago

Multi-Agent AI: When One AI Is Not Enough

What happens when multiple AI agents work together — like a real teamContinue reading on Medium »

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dev.to /1 week ago

Multi-Agent Coordination: Message-Bus Patterns That Keep Agents Sane

Book: Agents in Production — Building, Tracing, and Shipping Multi-Step AI You Can Trust Also by me: Observability for LLM Applications — the companion book in The AI Engineer's...

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dzone.com /2 days ago

The Role of Multi-Agent AI in Optimizing Warehouse Logistics

A multi-agent AI system is comprised of several independent but cooperating agents who are working towards a common goal through interaction with one another. In warehouse logistic...

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hostinger.com /5 days ago

Single-agent vs. multi-agent systems: What’s the difference?

The main difference between a single-agent and a multi-agent system is how AI completes a task.A single-agent system relies on [...] Read More... The post Single-agent vs. multi-ag...

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dzone.com /2 weeks ago

Multi-Agent Software Engineering: One Coding Agent Isn't Enough

Coding agents are good now. They can write a function, fix a failing test, or walk you through a chunk of legacy code you'd rather not read. That part is settled. The harder questi...

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dzone.com /1 month ago

Building a Multi-Agent Orchestration Capability: Architecture and Code Walkthrough

Artificial intelligence (AI) is quickly changing from simple conversation models to systems that can tackle complex problems through teamwork. As products become smarter, one key a...

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cryptobriefing.com /1 month ago

OpenAI and Anthropic unveil multi-agent autonomous features for enterprise use

The rise of multi-agent AI systems in enterprises could disrupt traditional workflows, reducing reliance on middleware and reshaping industries. The post OpenAI and Anthropic unvei...

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dev.to /1 week ago

From Solo Agents to Team Orchestration: Making Multiple AI Agents Actually Work Together

More developers are running several AI tools at once now: Claude for code, GPT for docs, a specialized agent for data analysis. Each one does its job and it looks productive. But...

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habr.com /1 month ago

Как пчёлы, муравьи и рыбы привели нас к мультиагентному ИИ — и почему его так трудно защитить

Когда мы говорим «искусственный интеллект», большинство представляет что-то централизованное: огромный суперкомпьютер, один большой мозг, систему, которая знает всё. Но многие совр...

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dzone.com /2 weeks ago

The Inter-Agent Protocol Problem

Every major agent framework now has a story for multi-agent systems. Most of them are incompatible with each other. An agent built in AutoGen cannot natively receive a task from a...

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javacodegeeks.com /2 weeks ago

Designing Reliable AI Agent Systems

Over the past few years, artificial intelligence has evolved from a largely experimental research field into a fundamental part of modern software systems. Driving this change is a...

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dzone.com /1 month ago

Workflows vs AI Agents vs Multi-Agent Systems: A Practical Guide for Developers

When I first started building AI applications, I kept hearing the same words everywhere: workflows, agents, and multi-agent systems. At first, they all sounded like different label...

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dev.to /1 month ago

How to Orchestrate Autonomous Sub-Agents Without Blowing Your LLM Context Window

We have all hit the "monolithic LLM wall." You design an incredibly capable AI agent, arm it with a suite of tools, and give it a complex, multi-step task—like writing a comprehe...

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pandaily.com /1 week ago

Ant Group and HKUST(GZ) Propose Skill-MAS, Turning Multi-Agent Orchestration into Evolvable Meta-Skills

Ant Group and HKUST(GZ) introduce Skill-MAS, a framework that evolves multi-agent system design experience into reusable meta-skills, validated on DeepSeek-V4-Flash and other model...

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venturebeat.com /1 month ago

MCP solved tool calling. A2A solved coordination. What solves transport?

The history of distributed computing is one of protocol proliferation followed by consolidation. Common Object Request Broker Architecture (CORBA), Distributed Component Object Mod...

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blog.apify.com /1 month ago

AI agent orchestration (with OpenAI Agents SDK)

Learn to build an effective multiagent system with AI agent orchestration.

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habr.com /1 month ago

Окупается ли мультиагентность и можно ли автоматически выбрать паттерн под задачу?

Я прогнал шесть мультиагентных паттернов на трёх бенчмарках и трёх моделях. Под командой агентов тут понимаются связки вроде критика-актора или оркестратора с подчинёнными. Почти в...

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aws.amazon.com /1 day ago

Multi-agent social intelligence with Strands Agents and Amazon Bedrock

This post shows how Thrad.ai deployed a multi-agent system with Strands Agents and Amazon Bedrock AgentCore that automates the pipeline from prospect discovery through personalized...

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salesforce.com /5 days ago

The New AI Trust Architecture: 5 Requirements for Agent-to-Agent Communication

In London in 1832, clerks from thirty-one competing banks gathered every afternoon on Lombard Street to settle accounts. Each bank had already mastered the basics — tracking debits...

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bugraptors.com /3 weeks ago

Architecting Reliable AI: The Complete Technical Framework for Multi-Agent System Testing

Discover how to test complex multi-agent AI architectures. This technical guide covers MAS topologies, the four-level testing model, common failure modes, automated evaluation fram...

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cryptobriefing.com /1 week ago

IBM advances enterprise AI software development with multi-agent capabilities

IBM's multi-agent AI platform could redefine enterprise software development by streamlining bottlenecks in review and validation processes. The post IBM advances enterprise AI sof...

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javacodegeeks.com /3 weeks ago

Spring AI Subagent Orchestration Guide

As AI-powered applications become increasingly sophisticated, a single AI agent is often insufficient to handle complex business workflows. Modern AI systems frequently require mul...

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