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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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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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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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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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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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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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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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testmuai.com /1 week ago

Agentic AI Orchestration: Patterns, Failure Modes, and Testing

Agentic AI orchestration explained: the 5 coordination patterns, the control-plane parts that actually break, and how to test orchestrated multi-agent systems.

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habr.com /3 weeks ago

Та самая Оркестрация

Итак, у вашего агента имеется набор инструментов, которыми он может пользоваться. Теперь нужно заняться их оркестрацией для решения реальных задач. Оркестрация не сводится к просто...

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venturebeat.com /16 hours ago

Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are call...

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying mo...

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dev.to /3 weeks ago

Agent Handoffs Turn Routing Into Runtime State | Focused Labs

Agent handoffs are where multi-agent systems stop being routing diagrams and start becoming production software. Handoffs between agents in a multi-agent system, i.e., how a custo...

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venturebeat.com /4 weeks ago

Stanford's DeLM cuts multi-agent task costs 50% — without a central orchestrator

One of the assumptions behind today’s AI frameworks is that agents require a “boss” at the center; this orchestrator runs the show, routes requests, and makes sure the whole system...

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feeds.feedblitz.com /1 month ago

Guide to Subagent Orchestration in Spring AI

Learn how to build a subagent orchestration system using Spring AI and Spring AI Community Agent Utils. The post Guide to Subagent Orchestration in Spring AI first appeared on Bae...

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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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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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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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dev.to /1 week ago

Deploying Agents: Containers, Orchestration, and Scaling the Loop

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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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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habr.com /1 month ago

Собрал оркестратор для Codex на базе Beads и Superpowers — 4 skill, параллельные subagents, наблюдаемость

Я работаю с Codex каждый день и со временем собрал поверх него систему оркестрации: 4 локальных skill (setup, stage, router, closeout), .codex/orchestrator.toml как машинный контра...

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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 /4 days ago

How to Orchestrate 100+ Agents With Claude Code

Run 100+ agents in parallel The post How to Orchestrate 100+ Agents With Claude Code appeared first on Towards Data Science.

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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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dzone.com /23 hours ago

Architecting Autonomous Network Ecosystems: From Reactive Monitoring to Agentic AI Orchestration

Agentic AI systems represent a paradigm shift in network operations, facilitating the transition from traditional reactive monitoring to fully autonomous management frameworks. For...

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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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