Author

Ji Young Kim

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Preprint Aug 2026

Online Monitoring and Corrective Steering of Programming Agents

LivePlan decouples judging from advising: a deterministic, rule-based monitor examines general signals over the trajectory to detect issues without invoking an LLM, and only when an issue is detected does it consult an advisor LLM for a high-level, next-step correction.

Shuyang Liu, Saman Dehghan, Ji Young Kim et al. · 1 citation