Author

D. Akhiyarov

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Preprint Aug 2026

StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments

StarHarness offers a practical way to reduce persistent model-environment mismatch in tool-rich enterprise tasks by stratifying tasks according to baseline failure behavior, separating proposer-visible search tasks from proposer-hidden selection tasks, and reserves held-out tasks for evaluating generalization.

Esakkivel Esakkiraja, D. Akhiyarov, Vikas Yadav et al. · 0 citations