Agent Audit Log Reporting

Overview

When agents make decisions, take actions, and spend money, every step must be traceable. Audit logs answer questions like: "What did the agent do?", "Why did it do that?", "Who asked for it?", and "Can we prove it followed the rules?" This skill covers event sourcing, structured logging, traceability chains, compliance reporting, and forensic analysis for production multi-agent systems.

Core Concepts

Why Audit Logging Matters