Alibaba Cloud Native

Oct 15, 2026 · Cloud Native

Agentic Observability: How Cloud Monitoring 2.0 Lets Agents Understand Systems and Themselves

Alibaba Cloud's Cloud Monitoring 2.0 introduces Agentic Observability, a dual approach where AI agents consume observability data to automate operations while the platform observes agent behavior across five stack layers — user session, runtime, inference, platform, and infrastructure — using unified ingestion, a governance pipeline, semantic modeling (UModel), and three agent-friendly interfaces (Skill, CLI, MCP).