Annotrace: A Workbench for Step-Level Annotation of Agent Traces.

arXiv:2610.23284v3 Announce Type: replace Abstract: Every study of why LLM agents fail begins by labelling traces by hand, and every such study builds its own throwaway tool. Observability platforms record agent traces but offer no structured labelling; annota