Book
Open access
Sep 2026
AgentLoupe: Kernel-Resident Semantic Causal Labels for AI Agent Observability
AI agents translate user intents into system actions via tool invocations. Accurately attributing these actions to their originating LLM interactions is essential for security auditing, yet existing methods, such as AgentSight, fail for delayed execution and cross-process-lineage behaviors. We present AgentLoupe, an ap...
Yi-Fei Bao, Ting Liu, Yu-Xin Ren et al.
· Proceedings of the 5th Works... · 0 citations