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Beyond Vibes: Evaluating Generative and Agentic AI So You Can Ship Systems You Trust: The Practitioner’s Playbook

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Description

Beyond Vibes is a practical playbook for evaluating generative and agentic AI systems before they reach production. If you are building with LLMs, agents, retrieval, graders, tool use, or multi-step workflows, intuition is not enough. This book shows you how to design evaluations that expose failure modes, measure quality, and turn subjective judgment into repeatable engineering practice. You will learn how to: Build eval datasets that reflect real user risk. Design human and LLM graders without fooling yourself. Measure reliability with statistical discipline. Evaluate agent trajectories, tool calls, plans, and recovery behavior. Use red-teaming, regression tests, and production monitoring to catch failures before users do. Written for AI engineers, product leaders, and technical teams, this book connects evaluation theory to the day-to-day work of shipping systems people can trust.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
26 April 2026
Listed Since
26 April 2026

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