Alibaba Cloud Observability

Nov 17, 2025 · Operations

How to Build Full‑Stack Observability for Dify LLM Apps Using Alibaba Cloud Monitoring

This guide explains how to achieve end‑to‑end observability for Dify low‑code LLM applications by combining Dify's built‑in monitoring, third‑party tracing services like Langfuse, and Alibaba Cloud's CloudMonitor with Python and Go probes, covering component‑level tracing, configuration steps, and trace linking for debugging and performance optimization.