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#multiagentsystems

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VIVictor Isuovictorisuo.hashnode.dev3d ago · 15 min read

Multi-Agent Systems Break in Ways Single Agents Don't — Here's What I Learned

The supervisor made the wrong decision. It selected the wrong specialist. It wasn't obvious. The final response looked coherent. The language was confident. The structure was correct. But the Telemetr

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HIHolger Imberyholgerimbery.hashnode.dev3d ago · 46 min read

Multi-Agent Orchestration with Copilot Studio — Part 2: In Practice

Summary lede. This is the second of three articles on multi-agent orchestration in Microsoft Copilot Studio. Part 1 settled the architecture: when to split a single agent, what a Copilot Studio agent

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DMDewa Mahendradewa-mahendra.hashnode.devJun 18 · 5 min read

From Software Engineers to Intent Architects: Are AI Companies the Next Evolution?

Introduction Over the past few years, software development has evolved at an incredible pace. We moved from writing everything manually, to using frameworks, to relying on AI assistants like ChatGPT,

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JMJoselo Martinezdesignednotmagic.hashnode.devMay 25 · 6 min read

Why Bigger Models Could Break the Orchestration Layer

Agentic AI Beyond the Hype When multiple models interact under semi-rigid roles, with objectives, contracts, and distributed coordination, patterns comparable to organizational dynamics begin to emerg

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IEIfeanyi Ezeriohagodwithus.hashnode.devApr 1 · 14 min read

I Built a Multi-Agent AI System That Analyses Amazon Product Reviews

By Ezerioha Ifeanyi Emmanuel | DataraFlow Intern After seven months of learning data science, machine learning, and AI engineering at DataraFlow, my final internship task was the most ambitious yet:

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FMFrancisco Marques da Silvaaiops3000.hashnode.devMar 29 · 6 min read

MRAG Part 2: Orchestrate Mode — When the AI Decides Who Does the Work

A Different Kind of Test In the first article, the demo was deliberately trivial — "why did the chicken cross the road?" — because the point was to show the routing mechanics, not solve a real problem

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DADaniel Anthony Romitelli Jrcraftedbydaniel.hashnode.devMar 10 · 7 min read

Defensive Multi‑Agent Scoring: How I Made LLM Reviews Clamp, Stream, and Fail Loudly

A few days ago my review stage did the most dangerous thing a multi‑agent system can do: it looked like it worked. The UI showed progress. The pipeline marched forward. And yet one of the agents had effectively returned “nothing,” which meant my fina...

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DIDimitar Ilievdimitaronai.comFeb 16 · 2 min read

Agentic Architectural Patterns for Building Multi-Agent Systems - Book Review

Blog Review Book Review: Agentic Architectural Patterns for Building Multi-Agent Systems If you're serious about building production-grade AI agents - not just experimenting with ChatGPT wrappers - this book is essential reading. It bridges the gap b...

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RTRicardo Trevisandeepencanvas.hashnode.devJan 12 · 7 min read

Gradually, Then Suddenly — Silent Error Engineering

A bug that works is the worst kind of failure imaginable. Not because it breaks systems, but because it consumes something that cannot be recovered: time. Human time, organizational time, historical time. And as AI tools become more sophisticated, th...

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SSPbuild-break-learn.hashnode.devJan 8 · 9 min read

From Capstone to Obsession: My Multi-Agent AI Journey

What if the project you submitted for a grade became the tool you couldn't work without? That's what happened to me. And it started with a system that barely worked. I submitted my Kaggle capstone on December 3rd. It worked, barely. 45 minutes to ana...

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#multiagentsystems

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Trending tags this week

Multi-Agent Systems Break in Ways Single Agents Don't — Here's What I Learned

Multi-Agent Orchestration with Copilot Studio — Part 2: In Practice

From Software Engineers to Intent Architects: Are AI Companies the Next Evolution?

Why Bigger Models Could Break the Orchestration Layer

I Built a Multi-Agent AI System That Analyses Amazon Product Reviews

MRAG Part 2: Orchestrate Mode — When the AI Decides Who Does the Work

Defensive Multi‑Agent Scoring: How I Made LLM Reviews Clamp, Stream, and Fail Loudly

Agentic Architectural Patterns for Building Multi-Agent Systems - Book Review

Gradually, Then Suddenly — Silent Error Engineering

From Capstone to Obsession: My Multi-Agent AI Journey