CodeTracer reconstructs hierarchical state-transition trees from heterogeneous code-agent run artifacts and localizes failure onsets, outperforming baselines on the new CodeTraceBench dataset while enabling recovery of failed trajectories.
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CodeTracer: Towards Traceable Agent States
CodeTracer reconstructs hierarchical state-transition trees from heterogeneous code-agent run artifacts and localizes failure onsets, outperforming baselines on the new CodeTraceBench dataset while enabling recovery of failed trajectories.