Mastering AI Agent Evaluation

AI agents are easy to prototype and dangerously hard to trust in production.This ebook gives enterprise teams a practical framework to evaluate, monitor, and ship transparent, auditable agents for high-stakes use.

What It Covers:

• Agent internals & failure modes: planning, memory, tools, autonomy, why agents break differently.

• Evaluation architecture: instrumentation, span/trace-level checks, behavioral metrics, visualizations.

• Experiment → Optimize: controlled variants, domain-specific evaluators, multi-objective tuning tied to business KPIs.

• Production guardrails: continuous observability, anomaly/safety checks, hallucination control, compliance.

Perfect For Enterprise teams deploying multimodal agents (voice, image, RAG) in support, finance, healthcare, legal, and other compliance-critical workflows.