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Fan Xu

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#artificial intelligence Preprint Aug 2026

ZhuLong: Execution-Grounded LLM Agent for EDA Scripting with Offline API Self-Exploration

ZhuLong is presented, an execution-grounded LLM coding agent for PyAether and SKILL that combines API retrieval, documentation inspection, and sandbox execution via unified MCP tools, augmented by an offline API self-exploration mechanism that infers undocumented API behaviors through counterfactual experimentation.

Yang Liu, Shiwei Hou, Xi-Yuan Chen et al. · 1 citation
Open access Jul 2026

Artificial intelligence enabled behavior modeling and dual-task performance analysis of cloud-native software with fused multi-source heterogeneous data.

The proposed Multi-Modal and Multi-Scale Temporal Propagation model can effectively support cloud-native AIOps and provide a solid technical foundation for proactive monitoring and fault diagnosis of microservice systems.

Fan Xu, Wenjie Jiang · 0 citations

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