Agentic AI in Production: Scaling, Observability, and Human-in-the-Loop Orchestration: MLOps pipelines, scaling strategies, observability, human overs

Name: Agentic AI in Production: Scaling, Observability, and Human-in-the-Loop Orchestration: MLOps pipelines, scaling strategies, observability, human overs
Brand: Independently Published
SKU: 9798264891052
Price: 2090.0 INR
Availability: OutOfStock

by Marcus Endo

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ISBN13: 9798264891052
Binding: Paperback
Subject: N/A
Publisher: Independently Published
Publisher Imprint: Independently Published
Publication Date: September 11, 2025
Pages: 334
Original Price: USD 20.0
Language: English
Edition: N/A
Item Weight: 581 grams
BISAC Subject(s): Artificial Intelligence / Natural Language Processing

About The Book

Operational guide for taking agentic prototypes to robust, scalable production services. Covers session and state checkpointing, horizontal scaling, autoscaling heuristics, model caching and selection, cost-control (quantization, distillation), observability tailored to agent workflows (traceability of tool calls, prompt histories), human-in-the-loop escalation patterns, and governance for auditability and explainability.
Who this book is for

Production ML engineers and platform teams deploying agents at scale.
SREs and DevOps engineers managing latency, throughput, and uptime.
Product owners who need SLAs, auditability, and governance around agents.
Teams adopting human-in-the-loop controls for quality and safety.

What the reader will learn

Production architectures for long-lived agent sessions and stateful orchestration.
Cost-performance tradeoffs: quantization, model distillation, and routing strategies.
Observability design: metrics, logging, traces for tool calls and prompt histories.
Human-in-the-loop and escalation mechanics to ensure safety and quality.
Versioning, canarying, governance, and privacy-preserving deployment patterns.
Scaling strategies for multi-tenant agent platforms and SLA design.

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