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Qing-Chuan Zhu

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#artificial intelligence Preprint Aug 2026

Post-Edit Re-Verification in Simulator-Backed Engineering Agents: A Controlled Comparison of Verification-Cadence Guidance

Within this bounded protocol, explicit post-edit verification-cadence guidance was associated with more re-verification, fewer cadence violations, and more frequent bounded final success, supporting the treatment of verification cadence as an explicit interaction-protocol component.

Qing-Chuan Zhu, Shuyue Tong, Peng-Ju Ren · 0 citations