Metadata-Only Tracing Offers Privacy-First Observability for AI Agents

Metadata-only tracing records agent behavior without storing raw payloads by default, reducing sensitive data exposure. It captures execution order, tool failures, latency, retries, and token usage, but not user inputs or model responses. This approach creates a smaller, more governable data surface while still answering operational questions.