agent-evaluation

Use when testing prompt effectiveness, validating context engineering choices, or measuring agent improvement quality.

Evaluation Approaches:

• LLM-as-Judge - Direct scoring, pairwise comparison, rubric-based
• Outcome-Focused - Judge results, not exact paths (agents may take valid alternative routes)
• Multi-Level Testing - Simple to complex queries, isolated to extended interactions
• Bias Mitigation - Position bias, verbosity bias, self-enhancement bias

Multi-Dimensional Evaluation Rubric: