2 papers
cs.AI2026
Early Diagnosis of Wasted Computation in Multi-Agent LLM Systems via Failure-Aware Observability
Xianyou Li, Weiran Yan, Yichao Wu +4
Failure-aware observability diagnoses wasted computation in multi-agent LLM systems before final-answer evaluation can explain what went wrong. We propose a trace-based framework f…
cs.SE2024
Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference
Chong Wang, Jianan Liu, Xin Peng +2
Resource leaks, caused by resources not being released after acquisition, often lead to performance issues and system crashes. Existing static detection techniques rely on mechanic…