Tagged articles

trace propagation

3 articles · Page 1 of 1

Aug 20, 2026 · Cloud Native

TraceID Propagation: From Manual Hand‑coding to Automatic OpenTelemetry

The article explains why propagating TraceID and parent SpanID across services, processes, and asynchronous boundaries is essential for complete distributed tracing, outlines the pain points of manual header handling, and walks through the evolution toward standardized W3C Trace Context, automatic instrumentation, and OpenTelemetry‑based solutions while highlighting async and service‑mesh pitfalls.

OpenTelemetryW3C Trace Contextasynchronous context

0 likes · 18 min read

TraceID Propagation: From Manual Hand‑coding to Automatic OpenTelemetry

Ctrip Technology

Jul 21, 2022 · Backend Development

AREX: Java Instrumentation‑Based Automated Regression Testing Platform for Backend Services

The article introduces AREX, a Java instrumentation framework that captures real production traffic to create high‑coverage, low‑cost automated regression tests for complex backend systems, detailing its architecture, trace propagation techniques, and open‑source implementation.

AREXJavaautomated testing

0 likes · 9 min read

AREX: Java Instrumentation‑Based Automated Regression Testing Platform for Backend Services

Tencent Cloud Developer

Dec 1, 2021 · Backend Development

From Dapper to Modern Distributed Tracing: Concepts, Algorithms, and Practices

The article traces the evolution of distributed tracing from Google’s Dapper paper through early research, Pinpoint and X‑Trace, to modern open‑source tools like Zipkin, Jaeger and SkyWalking, explaining metadata propagation, asynchronous reporting, classic nested and convolution algorithms, and practical implementation details for non‑intrusive, scalable tracing.

Dapperdistributed tracingsampling

0 likes · 14 min read

From Dapper to Modern Distributed Tracing: Concepts, Algorithms, and Practices