Mastering AI Agent Evaluation
AI agents are easy to spin up and dangerously hard to trust in production. This ebook gives you a concrete evaluation playbook to turn messy, non-deterministic agents into controlled systems you can rely on in high-stakes environments.
Perfect for AI teams deploying multimodal agents (voice, image, RAG, etc.) into customer support, finance, healthcare, legal, and other domains where reliability is non-negotiable.
Read our in-depth eBook to:
- Understand agent failure modes - Learn how planning, memory, and tool use make agents fail differently from traditional ML (and how to catch it)
- Set up a complete eval stack - Instrument agents with span/trace signals and metrics to make behavior transparent and debuggable
- Run meaningful experiments - Design controlled tests, compare variants, and optimize for quality, cost, latency, and safety
- Monitor agents in production - Detect anomalies, hallucinations, and safety issues early and enforce compliance as things change
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What's inside
6 chapters · ~80 pages
Why Agent Evaluation Is Different
How planning, memory, and tool use create failure modes that traditional ML testing can't catch.
The Agent Evaluation Framework
A structured approach to testing agents across reliability, accuracy, and safety dimensions.
Instrumenting Agents
Setting up span/trace signals and metrics for full behavioral visibility.
Designing Controlled Experiments
Comparing variants and optimizing for quality, cost, latency, and safety.
Production Monitoring
Detecting anomalies, hallucinations, and safety issues in deployed agents.
Bonus: Multimodal Agent Evaluation
Extending evaluation to voice, image, and multi-step agentic workflows.
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Advanced RAG Patterns
Standard RAG breaks in predictable ways. At enterprise scale, those failures compound - missed answers, rising costs, and compliance risks. This handbook gives you the architecture patterns to close the gap and build retrieval systems your organization can rely on.
The Agentic RAG Playbook
Transform RAG theory into product-ready enterprise solutions that deliver measurable business impact.