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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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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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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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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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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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dzone.com /1 week 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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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

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 /4 weeks 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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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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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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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

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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dev.to /1 month ago

Your AI Agent Needs a Manager, Not a Superhero

Your finance team is trying to close the books. Data is scattered across ERP, spreadsheets, and email threads. There are journal anomalies to analyze, reconciliations half-finished...

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towardsdatascience.com /3 weeks ago

Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead

A practical walkthrough using text-to-SQL as the example The post Why I Stopped Using One Agent and Built a Multi-Agent Pipeline Instead appeared first on Towards Data Science.

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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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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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marktechpost.com /1 week ago

Qwen’s Former Lead on What Hybrid Thinking Got Wrong — and Why He Now Backs Agents

Junyang Lin, the former technical lead of Alibaba's Qwen, walked through the model family in a talk "towards a generalist model / agent," then expanded it in an essay. We read both...

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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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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 /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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