Author

Ying Yu

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Jul 2026

The Hidden Footprint: Making Storage a First-Class Metric for LLM Agent Evaluation

AgentFootprint is introduced, a cross-framework benchmark of post-run agent storage footprint that establishes persistent storage as a resource metric to report jointly with accuracy and reconstructability.

Chenglin Yu, Hong-Quan Gui, Ying Yu et al. · arXiv.org · 0 citations

Preprint Jul 2026

Compile, Then Page: Executable SOP Programs and a Capability-Gated Runtime for Procedural LLM Agents

Enterprise agents must follow long-horizon, conditional, safety-critical standard operating procedures (SOPs), which are compiled into executable pseudo-code and run with a program-guided stack machine that pages the active frame while an LLM performs semantic execution.

Chenglin Yu, Lichao Yin, Qingxin Fan et al. · 1 citation