Multi-Agent AI Systems: Building Reliable Workflows with LangGraph, CrewAI, and AutoGen: A Production Engineer's Guide to Agent Orchestration, Failure Modes, State Management, and Cost Optimization - Couverture souple

Livre 7 sur 10: Production AI Engineering Series

Team, ChatVariety

 
9798197584977: Multi-Agent AI Systems: Building Reliable Workflows with LangGraph, CrewAI, and AutoGen: A Production Engineer's Guide to Agent Orchestration, Failure Modes, State Management, and Cost Optimization
Couverture souple
ISBN 13 : 9798197584977
Editeur : Independently published, 2026

Synopsis

Move Beyond AI Assistants and Build Production-Ready Multi-Agent Systems

The transition from single LLM calls to robust multi-agent systems is the most critical engineering challenge in AI today. Multi-Agent AI Systems is the definitive, production-first guide to designing, orchestrating, and deploying agentic workflows that are reliable, cost-efficient, and secure.

Stop relying on fragile introductory scripts. This comprehensive handbook provides deep architectural insights into the industry's leading frameworks, equipping production engineers and developers with the strategies needed to avoid catastrophic loops, manage state persistence, and implement effective human-in-the-loop (HITL) patterns.

What You Will Master:
  • LangGraph 1.0: Master stateful graph workflows, checkpointing, and complex streaming.
  • CrewAI: Orchestrate role-based agent teams, enforce output validation, and harden deployments.
  • AutoGen 0.4: Construct conversational group chat topologies and execute code safely.
  • OpenAI Swarm: Implement lightweight agent coordination and minimal API handoffs.
  • Failure Mode Mitigation: Prevent infinite loops, cascading hallucination, and inter-agent communication breakdowns.
  • Cost Optimization: Slash API bills using model tiering, prompt caching, and semantic deduplication.
  • Production Operations: Deploy with confidence using distributed tracing, LLM-as-a-judge evaluation, and canary strategies.

Whether you are scaling a customer service AI swarm or automating complex back-office workflows, Multi-Agent AI Systems bridges the gap between experimental concepts and enterprise-grade reality. Build agents that don't just talk—build teams of agents that actually get work done.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2026
Langue
anglais
ISBN 13 
9798197584977
Reliure
Broché
Nombre de pages
79
Coordonnées du fabricant
Manufactured by Amazon on behalf of the author
https://www.amazon.fr/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
Luxembourg