AI Agents Create Their Own Monitoring Problem. Datadog and Dynatrace Are Racing to Own It

As AI agents increasingly execute complex, autonomous tasks, they create opaque execution patterns that traditional logging tools struggle to interpret. Observability platforms are shifting toward agent-specific monitoring to prevent 'black box' failures that could threaten enterprise stability.