How to Diagnose and Fix E‑commerce Order Failures with Observability, APM, and Distributed Tracing
This article explains the hierarchical relationship between APM, distributed tracing, and observability, walks through a real Double‑11 e‑commerce incident, and demonstrates how a well‑designed observability stack can pinpoint the root cause, apply emergency fixes, and restore system performance within minutes.
