SentinelTrace: LLM Security & Context Auditor

LLM agentic workflows are increasingly prone to silent sandbox breaches, reasoning leaks, and cross-language encoding corruption that escape standard error logs. SentinelTrace acts as an independent verification layer to audit model context accuracy and detect unauthorized data exposure during inference.