The Invisible Mind: Why Your AI Agent's Reasoning Often Goes Unrecorded

Many developers operate under a false sense of security regarding AI agent transparency, assuming that standard tracing tools capture the full execution path. This audit exposes a significant 'observability gap' where internal LLM logic remains hidden, emphasizing that true reliability in agentic systems requires deep, granular lineage tracking.