Agent Behavior Analysis And Interpretability Tools

via “agent observability, tracing, and evaluation against benchmarks”

This repository contains the Hugging Face Agents Course.

Unique: Provides end-to-end observability patterns from execution tracing to benchmark evaluation, enabling teams to measure and improve agent quality systematically. Includes GAIA benchmark integration for standardized agent evaluation across different implementations.

vs others: More comprehensive than framework-specific logging because it covers the full observability pipeline from tracing to evaluation; enables cross-framework comparison unlike single-framework tools.