Safety4h ago
Safety
Agent Trace Logs Mask Tool Approval Logic
Production agent stacks often hide whether a human or an automated policy approved a specific tool call. Downstream mechanisms like allowlists and confidence thresholds dilute initial detector decisions to prevent over-blocking. This gap makes it impossible to audit actual authorization paths. Practitioners must now account for these hidden layers when testing AI guardrails and trace logs.