Rethinking Observability for the Era of AI Agents

As AI agents move into production, traditional trace-based debugging is becoming obsolete because agent behavior is non-linear and context-dependent. Developers must shift their focus to monitoring the 'judgment layer' to bridge the gap between AI reasoning and system reality for reliable autonomous workflows.