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Artículo: AMZ-B0G5VRMK2W
AI Agent System Design: How to Build LLM Applications, Architect LLM Agents, and Engineer Real-World AI Systems (Engineering Intelligence: Designing, Operating, and Governing AI Systems Book 1)
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Kindle
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0.20 kg
0.20 kg
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Amazon
Amazon
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USA
USA
Sobre este producto
- AI is no longer just a feature—it is an architecture. Organizations are moving beyond simple chatbot demos into complex systems that reason, plan, act, and interact with tools, data, users, and other agents. Yet most teams struggle to bridge the gap between experimental prototypes and real, functioning products.AI Agent System Design is a practical, end-to-end guide to designing, building, and deploying reliable, scalable, and production-ready AI systems powered by large language models and agent architectures. It combines engineering rigor with actionable patterns, showing you how to transform AI from a promising idea into a dependable capability that delivers measurable value.This book is built around a simple belief: Stop building demos. Start engineering systems.Whether you're designing an internal assistant, automating workflows, building RAG systems, or orchestrating multi-agent environments, this book will show you how to go beyond prompt experiments and prototype hacks—and design intelligent systems that work predictably in the real world. What You’ll LearnInside, you’ll discover how to:Identify high-value opportunities for AI systems within workflows and business processesArchitect LLM-based products that are reliable, usable, and cost-efficientDesign prompts, schemas, and structures for predictable behaviorBuild retrieval-augmented generation (RAG) systems that actually workOrchestrate tools, APIs, function calls, and multi-step workflowsDesign and evaluate agent architectures without hype or guessworkIntegrate safety, security, and guardrails into system designMeasure performance, prevent regressions, and manage system driftControl cost, latency, and scalability in production environmentsStructure teams, roles, governance, and culture for AI adoptionYou’ll also gain access to:Reusable architecture blueprintsPractical evaluation frameworksFailure patterns and anti-patternsDeployment and monitoring strategiesAn end-to-end case study from concept to productionA pattern library of real-world agent design templatesThis is not a survey of research, a catalog of tools, or a speculative essay about the future of AI. It is a systems engineering playbook for building intelligent applications that users can trust. Who This Book Is ForThis book is written for practitioners who want to build real systems, not just prototypes:AI engineers, ML engineers, software engineersArchitects, technical leads, and CTOsData scientists and platform buildersProduct managers and innovation leadersResearchers exploring agent behaviorTeams transitioning from POCs to productionIf you’re tired of toy examples, hype-driven claims, and untested advice—and you want a clear, pragmatic roadmap to building intelligent systems—this book is for you. Why This Book Matters NowThe rapid rise of foundation models has lowered the barrier to experimentation—but dramatically raised the stakes for engineering. The organizations that succeed will not be those with the most powerful models, but those with the most reliable systems.This book shows you how to engineer:Stability in probabilistic systemsSafety in autonomous workflowsEfficiency in resource-intensive environmentsTrust in user-facing interactionsAdd to Cart Now.
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