Scaling LLM Agents : Distributed Cognition & Multi-Agent Ecosystems: A Practical Guide to Architecting Collaborative, Tool-Driven, and Self-Optimizing AI Systems

Mira S Devlin

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Language: English

Published by Amazon Digital Services LLC - Kdp Dez 2025, 2025

9798276981970

Series: Book 2 of 2 - The Agentic AI Engineering Series

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - Build AI systems that don't just respond-they collaborate, adapt, and evolve.Large Language Models changed the world.Multi-agent LLM ecosystems will redefine it.In Scaling LLM Agents, Mira S. Devlin takes you inside the next revolution of AI architecture-where networks of specialized LLM agents coordinate, reason, reflect, and self-optimize to accomplish what a single model could never do alone.This is not another 'prompting' book.This is a systems-engineering blueprint for building scalable, resilient, and tool-driven AI ecosystems that behave more like distributed organizations than standalone chatbots.Drawing from modern AI orchestration frameworks, emerging research on distributed cognition, and real-world production patterns, this book shows you how to design agent clusters, shared memory fabrics, routing layers, evaluators, and tool hubs that dynamically adapt and continuously improve.What You'll Learn- How to structure LLM agents into clusters with clear roles, capabilities, and communication protocols- Coordinator and scheduler patterns for robust multi-agent task execution- Decentralized routing fabrics for fast, scalable message passing- Shared vector memory systems for persistent state, grounding, and context fusion- Reflection and optimization loops that help agents correct themselves and learn from outcomes- Tool-driven orchestration using APIs, function calling, and external workflows- Monitoring, evaluation, and telemetry layers to keep your multi-agent system safe, reliable, and transparent- Scalable system topologies for production workloads, real-time reasoning, and enterprise automationWho This Book Is For- AI engineers designing intelligent, high-performance systems- Software architects modernizing applications with agentic patterns- Founders and CTOs building AI-first products- Researchers exploring distributed cognition and emergent behaviors- Developers wanting to go beyond prompts and learn real LLM engineeringIf you've mastered prompting, tinkered with agents, or built early prototypes-this is the book that takes you into the next era: true multi-agent AI ecosystems that scale.Why This Book MattersThe future will not belong to the biggest model.but to the best-organized constellation of collaborating models.This book gives you the architecture, patterns, and practical frameworks to build them.Order your copy today and start building the AI ecosystems of tomorrow. …

Seller Inventory # 9798276981970

Title
Scaling LLM Agents : Distributed Cognition & Multi-Agent Ecosystems: A Practical Guide to Architecting Collaborative, Tool-Driven, and Self-Optimizing AI Systems
Author
Mira S Devlin
Publisher
Amazon Digital Services LLC - Kdp Dez 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 13
9798276981970
Item weight
630 grams
Dimensions
279x216x14 mm
Series
Book 2 of 2: The Agentic AI Engineering Series

AHA-BUCH GmbH

Einbeck, Germany

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