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DMDewa Mahendradewa-mahendra.hashnode.dev6d ago · 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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CTCqlsys Technologies Pvt. Ltdai-cloud-digital-transformation-company-cqlsys-technologies.hashnode.devDec 29, 2025 · 6 min read

Understanding Multi-Agent Systems in AI: Architecture, Real-World Use Cases & Examples

The landscape of artificial intelligence is shifting from monolithic models to dynamic, interconnected ecosystems. As organizations seek more sophisticated ways to automate complex workflows, Multi-Agent Systems Explained as the next frontier of ente...

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HIHolger Imberyholgerimbery.hashnode.devDec 13, 2025 · 21 min read

Designing a Multi-Agent System in Copilot Studio for Dynamics 365 Customer Service & Sales

Summary LedeHigh-volume inbound channels — emails, chats, and calls — drain service and sales teams when most queries are routine. A multi-agent system in Microsoft Copilot Studio can autonomously handle product lookups, quote generation, troubleshoo...

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#multiagentsystems

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Trending tags this week

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

Understanding Multi-Agent Systems in AI: Architecture, Real-World Use Cases & Examples

Designing a Multi-Agent System in Copilot Studio for Dynamics 365 Customer Service & Sales