Interaction-Centric Taxonomy for Agent Failure Localization
July 29, 2026
A new taxonomy localizes agent failures to specific interactions between models, harnesses, tools, and environments. This distinguishes whether a failure requires model post-training, harness engineering, or environment redesign.
HOW THIS AFFECTS YOU
●
builderYou can more efficiently debug agentic systems by identifying if the fault lies in the model or the tool orchestration.
●
researcherThis provides a structured framework for evaluating emergent agent behaviors.