{"product_id":"advanced-large-language-model-operations-david-stroud-9783032238290","title":"Advanced Large Language Model Operations: Best Practices and Key Concepts","description":"\u003cp\u003eThis book presents a practitioner-oriented treatment of LLMOps: the engineering discipline required to deploy, scale, and govern large language model systems in production. \u003cem\u003eAdvanced Large Language Model Operations\u003c\/em\u003e explains why LLM deployments differ from classical MLOps -- due to cost\/latency economics, non-deterministic behavior, retrieval and tool-calling pipelines, and new security and compliance threat models -- and translates these realities into concrete operational patterns, metrics, and decision frameworks for real-world systems.\u003c\/p\u003e \u003cp\u003eThe text is organized into four parts spanning foundations, production delivery, optimization, and governance, culminating in a capstone implementation. It uses Ishtar AI\u003cstrong\u003e, \u003c\/strong\u003ea high-stakes, evidence-grounded journalism assistant, as a running case study to connect theory to practice across infrastructure and environment design, CI\/CD and continuous evaluation, observability, scaling, performance optimization, retrieval-augmented generation, multi-agent orchestration, robustness testing, and ethical\/responsible deployment.\u003c\/p\u003e \u003cem\u003eAdvanced Large Language Model Operations\u003c\/em\u003e offers an essential and in-depth roadmap for the deployment, management, and optimization of large language model (LLM) systems in enterprise and research settings. Bridging the persistent gap between model development and real-world application, this authoritative volume walks readers through the entire lifecycle of operationalizing LLMs, from foundational infrastructure and environment design to advanced strategies for monitoring, scaling, and optimization.  Each chapter includes actionable checklists, advanced optimization techniques, and case-based insights that demonstrate both the successes and pitfalls of real-world LLM deployments. Readers with a strong grounding in machine learning and programming will gain the expertise to integrate LLMOps into their workflows, reduce deployment times, maximize scalability, and sustain high-performing language model solutions in production environments. \u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e David Stroud\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3032238293\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783032238290\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/12\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 584\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover","brand":"David Stroud","offers":[{"title":"Hardcover","offer_id":48852759281919,"sku":"9783032238290","price":54.99,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/advanced-large-language-model-operations-david-stroud-9783032238290","provider":"WR Book House","version":"1.0","type":"link"}