DeepHub IMBA

Jul 24, 2026 · Operations

Avoid Repeating Microservice Governance Pitfalls in AI Agent Management

The article analyzes how AI agents create hidden, "shadow" integrations that are harder to detect than traditional services, outlines five critical governance questions, and proposes a set of operational capabilities and principles—identity, observability, governance, lifecycle, and reuse—to responsibly scale AgentOps.