Trace AI Agent Decisions with OpenTelemetry Before the Incident

A developer argues that standard heartbeat logging fails to capture why an AI agent made a destructive action. They propose instrumenting agent loops with OpenTelemetry spans that attach reasoning and context to each tool call. This approach makes post-incident investigation faster and keeps traces portable across monitoring backends.