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Synopsis
"OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps"
Modern LLM systems fail in ways that ordinary application monitoring cannot explain: a prompt path degrades, a retrieval branch stalls, a tool call breaks context, or costs surge without a clear cause. This book is for experienced engineers, platform teams, SREs, and advanced AI practitioners who need deep, production-grade observability for GenAI systems. It frames OpenLIT not as a dashboard product, but as an OpenTelemetry-native observability layer for understanding how real LLM applications behave under load and failure.
Readers will learn how to instrument LLM applications with OpenLIT SDKs, model traces across agents, tools, retrieval, and multi-service workflows, and design metrics and logs that reveal latency, throughput, token, and cost behavior. The book also covers context propagation, GenAI semantic conventions, collector-centric telemetry pipelines, storage and backend architecture, and practical investigation workflows that connect fleet-level anomalies to single-trace explanations. By the end, readers will be able to build, operate, and evolve a robust observability practice for complex GenAI systems.
The treatment is rigorous, architecture-first, and version-aware, with careful attention to compatibility, failure modes, and operational trade-offs. Familiarity with distributed systems, modern observability, and LLM application development is assumed. Rather than offering shallow setup instructions, the book provides a cohesive mental model for deploying OpenLIT in serious engineering envir
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OpenLIT for GenAI (Paperback)
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Paperback. Condition: new. Paperback. "OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps"Modern LLM systems fail in ways that ordinary application monitoring cannot explain: a prompt path degrades, a retrieval branch stalls, a tool call breaks context, or costs surge without a clear cause. This book is for experienced engineers, platform teams, SREs, and advanced AI practitioners who need deep, production-grade observability for GenAI systems. It frames OpenLIT not as a dashboard product, but as an OpenTelemetry-native observability layer for understanding how real LLM applications behave under load and failure.Readers will learn how to instrument LLM applications with OpenLIT SDKs, model traces across agents, tools, retrieval, and multi-service workflows, and design metrics and logs that reveal latency, throughput, token, and cost behavior. The book also covers context propagation, GenAI semantic conventions, collector-centric telemetry pipelines, storage and backend architecture, and practical investigation workflows that connect fleet-level anomalies to single-trace explanations. By the end, readers will be able to build, operate, and evolve a robust observability practice for complex GenAI systems.The treatment is rigorous, architecture-first, and version-aware, with careful attention to compatibility, failure modes, and operational trade-offs. Familiarity with distributed systems, modern observability, and LLM application development is assumed. Rather than offering shallow setup instructions, the book provides a cohesive mental model for deploying OpenLIT in serious engineering envir This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9798896653318
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OpenLIT for GenAI
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OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps
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OpenLIT for GenAI
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OpenLIT for GenAI (Paperback)
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Paperback. Condition: new. Paperback. "OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps"Modern LLM systems fail in ways that ordinary application monitoring cannot explain: a prompt path degrades, a retrieval branch stalls, a tool call breaks context, or costs surge without a clear cause. This book is for experienced engineers, platform teams, SREs, and advanced AI practitioners who need deep, production-grade observability for GenAI systems. It frames OpenLIT not as a dashboard product, but as an OpenTelemetry-native observability layer for understanding how real LLM applications behave under load and failure.Readers will learn how to instrument LLM applications with OpenLIT SDKs, model traces across agents, tools, retrieval, and multi-service workflows, and design metrics and logs that reveal latency, throughput, token, and cost behavior. The book also covers context propagation, GenAI semantic conventions, collector-centric telemetry pipelines, storage and backend architecture, and practical investigation workflows that connect fleet-level anomalies to single-trace explanations. By the end, readers will be able to build, operate, and evolve a robust observability practice for complex GenAI systems.The treatment is rigorous, architecture-first, and version-aware, with careful attention to compatibility, failure modes, and operational trade-offs. Familiarity with distributed systems, modern observability, and LLM application development is assumed. Rather than offering shallow setup instructions, the book provides a cohesive mental model for deploying OpenLIT in serious engineering envir This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9798896653318
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OpenLIT for GenAI (Paperback)
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Paperback. Condition: new. Paperback. "OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps"Modern LLM systems fail in ways that ordinary application monitoring cannot explain: a prompt path degrades, a retrieval branch stalls, a tool call breaks context, or costs surge without a clear cause. This book is for experienced engineers, platform teams, SREs, and advanced AI practitioners who need deep, production-grade observability for GenAI systems. It frames OpenLIT not as a dashboard product, but as an OpenTelemetry-native observability layer for understanding how real LLM applications behave under load and failure.Readers will learn how to instrument LLM applications with OpenLIT SDKs, model traces across agents, tools, retrieval, and multi-service workflows, and design metrics and logs that reveal latency, throughput, token, and cost behavior. The book also covers context propagation, GenAI semantic conventions, collector-centric telemetry pipelines, storage and backend architecture, and practical investigation workflows that connect fleet-level anomalies to single-trace explanations. By the end, readers will be able to build, operate, and evolve a robust observability practice for complex GenAI systems.The treatment is rigorous, architecture-first, and version-aware, with careful attention to compatibility, failure modes, and operational trade-offs. Familiarity with distributed systems, modern observability, and LLM application development is assumed. Rather than offering shallow setup instructions, the book provides a cohesive mental model for deploying OpenLIT in serious engineering envir This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9798896653318
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OpenLIT for GenAI : OpenTelemetry¿Style Observability for LLM Apps
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 'OpenLIT for GenAI: OpenTelemetry-Style Observability for LLM Apps'Modern LLM systems fail in ways that ordinary application monitoring cannot explain: a prompt path degrades, a retrieval branch stalls, a tool call breaks context, or costs surge without a clear cause. This book is for experienced engineers, platform teams, SREs, and advanced AI practitioners who need deep, production-grade observability for GenAI systems. It frames OpenLIT not as a dashboard product, but as an OpenTelemetry-native observability layer for understanding how real LLM applications behave under load and failure.Readers will learn how to instrument LLM applications with OpenLIT SDKs, model traces across agents, tools, retrieval, and multi-service workflows, and design metrics and logs that reveal latency, throughput, token, and cost behavior. The book also covers context propagation, GenAI semantic conventions, collector-centric telemetry pipelines, storage and backend architecture, and practical investigation workflows that connect fleet-level anomalies to single-trace explanations. By the end, readers will be able to build, operate, and evolve a robust observability practice for complex GenAI systems.The treatment is rigorous, architecture-first, and version-aware, with careful attention to compatibility, failure modes, and operational trade-offs. Familiarity with distributed systems, modern observability, and LLM application development is assumed. Rather than offering shallow setup instructions, the book provides a cohesive mental model for deploying OpenLIT in serious engineering envir. Seller Inventory # 9798896653318
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OpenLIT for GenAI | OpenTelemetry¿Style Observability for LLM Apps
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Taschenbuch. Condition: Neu. OpenLIT for GenAI | OpenTelemetry¿Style Observability for LLM Apps | Trex Team | Taschenbuch | Englisch | 2026 | NobleTrex Press | EAN 9798896653318 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. Seller Inventory # 138110708
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