https://skywalking.apache.org/tags/tracing/ Recent tracing posts from Apache SkyWalking Hugo -- gohugo.io en-US Tue, 03 Nov 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-11-03-otlp-traces-in-skywalking/ Tue, 03 Nov 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-11-03-otlp-traces-in-skywalking/ Kai Wan Tracing OpenTelemetry SkyWalking now stores OTLP traces as they arrive and turns them into service metrics, topology and database, cache and MQ dashboards through the new Trace Analysis Language. This quick start runs the OpenTelemetry Astronomy Shop against SkyWalking with one command, and shows what to set in your own applications. https://skywalking.apache.org/blog/2026-10-15-llm-as-judge/ Thu, 15 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-10-15-llm-as-judge/ peachisai AI Metrics Tracing Learn how the upcoming SkyWalking 11.1.0 release uses LLM-as-Judge to evaluate GenAI span input and output messages asynchronously and connect the results to evaluation records, metrics, and traces. https://skywalking.apache.org/zh/2026-10-15-llm-as-judge/ Thu, 15 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-10-15-llm-as-judge/ peachisai AI Metrics Tracing SkyWalking 11.1.0 即将支持 LLM-as-Judge：异步评估 GenAI Span 中的输入和输出消息，生成评估记录并关联原始 Trace，SCORE 任务还会产生质量指标。 https://skywalking.apache.org/zh/2026-09-07-banyandb-trace-tail-sampling/ Mon, 07 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-09-07-banyandb-trace-tail-sampling/ 万凯 Tracing Storage SkyWalking 11.0.0 与 BanyanDB 0.11.0 新增 Trace 尾部采样：采样在 BanyanDB 数据节点的 compaction 过程中进行，每条 Trace 都在落盘之后被整体判定，被丢弃的 Trace 会回收已经写入的空间。 https://skywalking.apache.org/blog/2026-09-07-banyandb-trace-tail-sampling/ Mon, 07 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-09-07-banyandb-trace-tail-sampling/ Kai Wan Tracing Storage SkyWalking 11.0.0 and BanyanDB 0.11.0 add trace tail sampling that runs inside the BanyanDB data node during compaction: each trace is judged as a whole after it is stored, and a dropped trace reclaims space that was already written. https://skywalking.apache.org/blog/2026-06-22-horizon-ui-trace-explorer/ Mon, 22 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-06-22-horizon-ui-trace-explorer/ Sheng Wu Tracing Cloud Native Part 6 of the Meet Horizon UI series: a per-layer distributed-trace explorer — staged conditions, a duration-distribution chart you can box-select, three ways to read one trace, and a Zipkin tab beside the native one. https://skywalking.apache.org/zh/2026-06-22-horizon-ui-trace-explorer/ Mon, 22 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-06-22-horizon-ui-trace-explorer/ 吴晟 Tracing Cloud Native Horizon UI 系列第六篇：位于 Layer 内的分布式 Trace 探索器：先配置条件再查询，在时延分布图上框选异常 Trace，并用瀑布图、调用树和统计表阅读同一条 Trace。 https://skywalking.apache.org/blog/2026-06-21-horizon-ui-topology-and-dependency/ Sun, 21 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-06-21-horizon-ui-topology-and-dependency/ Sheng Wu Cloud Native Tracing Part 3 of the Meet Horizon UI series: one template-driven topology engine that repaints for every layer, a filter to cut the noise, drill-down from a call into instances, the endpoint-dependency graph, and the cross-layer Smartscape overlay. https://skywalking.apache.org/zh/2026-06-21-horizon-ui-topology-and-dependency/ Sun, 21 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-06-21-horizon-ui-topology-and-dependency/ 吴晟 Cloud Native Tracing Horizon UI 系列第三篇：由模板驱动的拓扑引擎、拓扑降噪、从服务调用下钻到实例、endpoint 依赖图，以及跨 Layer 的 Smartscape 视图。 https://skywalking.apache.org/zh/2026-04-30-mini-program-monitoring-with-skywalking/ Thu, 30 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-04-30-mini-program-monitoring-with-skywalking/ 吴晟 Agents Community Tracing SkyAPM/mini-program-monitor 与 SkyWalking OAP 配合，把微信和支付宝小程序纳入 SkyWalking 的端用户体验监控。本文聚焦数据通路、双平台抽象与 OAP 端集成。 https://skywalking.apache.org/blog/2026-04-08-traceql/ Wed, 08 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-04-08-traceql/ Kai Wan Tracing Metrics SkyWalking 10.4 introduces TraceQL support, implementing Grafana Tempo's HTTP query APIs so that Grafana can query and visualize traces stored in SkyWalking. https://skywalking.apache.org/zh/2026-04-08-traceql/ Wed, 08 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-04-08-traceql/ 万凯 Tracing Metrics SkyWalking 10.4 引入了 TraceQL 支持，实现了 Grafana Tempo 的 HTTP 查询 API，使 Grafana 可以直接查询和可视化 SkyWalking 中存储的链路追踪数据。 https://skywalking.apache.org/zh/2026-04-05-virtual-genai-monitoring/ Sun, 05 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-04-05-virtual-genai-monitoring/ 邵一鸣 AI Engineering Tracing SkyWalking 10.4 增加了 Virtual GenAI 观测面板,本文将介绍该新特性的使用。 https://skywalking.apache.org/blog/2025-03-06-introduction-to-skywalking-ruby/ Thu, 06 Mar 2025 00:00:00 +0000 https://skywalking.apache.org/blog/2025-03-06-introduction-to-skywalking-ruby/ Zixin Zhou Agents Tracing This article demonstrates how to integrate applications with SkyWalking Ruby and provides a brief interpretation of the implementation mechanism of Ruby auto-instrumentation plugins. https://skywalking.apache.org/zh/2025-03-06-introduction-to-skywalking-ruby/ Thu, 06 Mar 2025 00:00:00 +0000 https://skywalking.apache.org/zh/2025-03-06-introduction-to-skywalking-ruby/ 周梓鑫 Agents Tracing 本文演示如何将应用程序与 SkyWalking Ruby 集成，并对 Ruby 自动探针插件实现机制进行简要解读 https://skywalking.apache.org/blog/2024-010-15-introduce-r3-to-recognition-restful-url/ Thu, 17 Oct 2024 00:00:00 +0000 https://skywalking.apache.org/blog/2024-010-15-introduce-r3-to-recognition-restful-url/ Han Liu Agents Tracing This article will introduce how to use R3 to identify RESTFul URIs and integrate them into SkyWalking. https://skywalking.apache.org/zh/2024-010-15-introduce-r3-to-recognition-restful-url/ Thu, 17 Oct 2024 00:00:00 +0000 https://skywalking.apache.org/zh/2024-010-15-introduce-r3-to-recognition-restful-url/ 刘晗 Tracing Community 本文将介绍如何使用 R3 识别 RESTFul URI 并将其集成到 SkyWalking 中。 https://skywalking.apache.org/blog/2023-10-18-skywalking-toolkit-trace/ Wed, 18 Oct 2023 00:00:00 +0000 https://skywalking.apache.org/blog/2023-10-18-skywalking-toolkit-trace/ Alipebt Tracing This article shows the introduction and usage of toolkit trace provided by Skywalking Go to users. https://skywalking.apache.org/blog/2023-06-25-intruducing-continuous-profiling-skywalking-with-ebpf/ Sun, 25 Jun 2023 00:00:00 +0000 https://skywalking.apache.org/blog/2023-06-25-intruducing-continuous-profiling-skywalking-with-ebpf/ Han Liu Profiling Tracing Introduce and demonstrate how SkyWalking implements eBPF-based process monitoring with few manual engagements. The profiling could be automatically activated driven by the preset conditions. https://skywalking.apache.org/zh/2023-06-25-intruducing-continuous-profiling-skywalking-with-ebpf/ Sun, 25 Jun 2023 00:00:00 +0000 https://skywalking.apache.org/zh/2023-06-25-intruducing-continuous-profiling-skywalking-with-ebpf/ 刘晗 Profiling Tracing 介绍并演示 SkyWalking 如何在很少的人工参与下实现基于 ebpf 的进程监控。在预设条件的驱动下，剖析可以自动激活。