Author

Yanjie Zhao

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Review Jul 2026

When Agents Do Not Stop: Uncovering Infinite Agentic Loops in LLM Agents

IAL-Scan is proposed, a static analysis tool for detecting IAL failures in real-world LLM agent projects, and builds an Agentic Loop Dependence Graph (ALDG) to recover explicit and framework induced feedback paths, and checks whether these paths can repeatedly reach costly or state growing operations without an effective bound.

Xinyi Hou, Shenao Wang, Yanjie Zhao et al. · 2 citations

Preprint Jul 2026

AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programs

The evaluation shows that AgentFlow recovers richer agent entities and dependencies than existing AST-based agent static analysis tools, generates more dependency-aware Agent BOMs, and uncovers 238 taint-style prompt-to-tool risks in real-world agent programs.

Shenao Wang, Xinyi Hou, Yanjie Zhao et al. · 0 citations