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mlflowMLflow Blog·July 2, 2026·Khalil Kafrouni

Multi-Harness AI Agents Need Multi-Layer Observability: Omnigent in MLflow

Summary

Omnigent unifies multi-harness agent orchestration and now delivers automatic observability across every agent with MLflow Tracing, requiring no code changes. This post details how Omnigent in MLflow provides multi-layer observability for multi-harness AI agents.

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