Agent Audit Logs Need a Causal Commit Log, Not Just Tool Traces

Permit.io argues that flat tool-call traces are insufficient for AI agent audit logs, advocating instead for a causal commit log that captures the why and ordering behind each agent action so authorization decisions can be reconstructed and reviewed.