How to Evaluate AI Agents Effectively
How to Evaluate AI Agents Effectively

How to Evaluate AI Agents Effectively

Author
Shiv Bade
Tags
agents
evaluation
Published
August 2, 2024
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Working with LangGraph made me rethink evaluation.
  • Execution tracing is a must
  • Outcome modeling beats output matching
  • Ground truth is elusive
We need new mental models for multi-step agents.