What's inside?
CHAPTER 1
What is Eval Engineering?
Understanding evals as the practice of manufacturing trust in AI systems through systematic evaluation.
CHAPTER 2
Evals with LLM-as-Judge
Using language models to evaluate language models — patterns, pitfalls, and practical implementation.
CHAPTER 3
Refining Evals with SME in the Loop
How to incorporate subject matter expertise into your evaluation pipeline for domain-specific accuracy.
CHAPTER 4
Scaling Evaluation Infrastructure
Building robust infrastructure that scales with your AI system's complexity and deployment needs.
CHAPTER 5
Production Guardrails for AI
Evaluation tells you what went wrong. Guardrails stop it from happening. Every team in this chapter learned the difference the hard way.
CHAPTER 1
What is Eval Engineering?
Understanding evals as the practice of manufacturing trust in AI systems through systematic evaluation.
CHAPTER 2
Evals with LLM-as-Judge
Using language models to evaluate language models — patterns, pitfalls, and practical implementation.
CHAPTER 3
Refining Evals with SME in the Loop
How to incorporate subject matter expertise into your evaluation pipeline for domain-specific accuracy.
CHAPTER 4
Scaling Evaluation Infrastructure
Building robust infrastructure that scales with your AI system's complexity and deployment needs.
CHAPTER 5
Production Guardrails for AI
Evaluation tells you what went wrong. Guardrails stop it from happening. Every team in this chapter learned the difference the hard way.
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