https://skywalking.apache.org/tags/community/ Recent community posts from Apache SkyWalking Hugo -- gohugo.io en-US Thu, 29 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-10-29-ai-sessionizer-agentcore-pull-judge/ Thu, 29 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-10-29-ai-sessionizer-agentcore-pull-judge/ Sheng Wu AI Engineering Community Deploy a real Bedrock-powered agent, collect its execution records with Apache SkyWalking AI Sessionizer, and pull them locally for evaluation. Follow the commands and HTML report screenshots to check completion, evidence, and execution efficiency. https://skywalking.apache.org/zh/2026-10-29-ai-sessionizer-agentcore-pull-judge/ Thu, 29 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-10-29-ai-sessionizer-agentcore-pull-judge/ 吴晟 AI Engineering Community 设计一个真实调用 Bedrock 的发布助手，部署到 AgentCore 并用 asz 采集；通过 remote pull 在本地查看，再按设计目标运行 judge、导出 HTML 报告，逐项检查完成条件、已做工作和缺口。 https://skywalking.apache.org/blog/2026-10-10-ai-sessionizer-agentcore/ Sat, 10 Oct 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-10-10-ai-sessionizer-agentcore/ Sheng Wu AI Engineering Community Run a LangGraph agent on Amazon Bedrock AgentCore Runtime and record every turn, model prompt, tool call and file change in Apache SkyWalking AI Sessionizer while the session runs, kept after it ends, with no change to the agent's logic. https://skywalking.apache.org/blog/2026-09-23-ai-sessionizer-langchain-langgraph/ Wed, 23 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-09-23-ai-sessionizer-langchain-langgraph/ Sheng Wu AI Engineering Community Build a LangGraph agent on Amazon Bedrock, point its tracing client at Apache SkyWalking AI Sessionizer, and replay every turn, tool call, sub-agent and model request without changing the application. https://skywalking.apache.org/blog/2026-09-12-ai-sessionizer-workspace-changes/ Sat, 12 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-09-12-ai-sessionizer-workspace-changes/ Sheng Wu AI Engineering Community Understand Claude Code usage across sessions and machines, replay recorded work, and inspect file changes with their tool calls and source evidence. https://skywalking.apache.org/zh/2026-09-12-ai-sessionizer-workspace-changes/ Sat, 12 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-09-12-ai-sessionizer-workspace-changes/ 吴晟 AI Engineering Community 汇总多次会话、多台机器上的 Claude Code 用量，结合对话、工具调用和文件差异，看清智能体做了什么、修改了什么，以及消耗了哪些资源。 https://skywalking.apache.org/blog/2026-09-10-horizon-ui-1-0-ga/ Thu, 10 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-09-10-horizon-ui-1-0-ga/ Sheng Wu Release Community With Horizon UI 1.0 generally available, the SkyWalking community has voted to make it the project's primary UI and retire Booster UI. Explore Horizon and plan your migration. https://skywalking.apache.org/zh/2026-09-10-horizon-ui-1-0-ga/ Thu, 10 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-09-10-horizon-ui-1-0-ga/ 吴晟 Release Community Horizon UI 1.0 正式发布，社区投票决定由 Horizon 接替 Booster，承担 SkyWalking 今后的 UI 开发与维护。本文介绍新控制台、迁移要点，以及 AI 智能体可观测性的最新进展。 https://skywalking.apache.org/blog/2026-09-03-ai-sessionizer-first-look/ Thu, 03 Sep 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-09-03-ai-sessionizer-first-look/ Sheng Wu AI Engineering Community Replay existing Claude Code sessions with Apache SkyWalking AI Sessionizer: explore conversations, tool calls, and child-agent activity without installing a Claude Code plugin or changing its configuration. https://skywalking.apache.org/blog/2026-06-30-horizon-ui-localization-i18n/ Tue, 30 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-06-30-horizon-ui-localization-i18n/ Sheng Wu Engineering Community Part 16 of the Meet Horizon UI series: Horizon speaks eight languages, not by re-translating on every render but as server-side overlays merged onto the same templates. Pick a language from the topbar, or click any widget on the Translations admin to translate it — while every value OAP supplies stays verbatim. https://skywalking.apache.org/blog/2026-06-30-horizon-ui-getting-started-and-migration/ Tue, 30 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-06-30-horizon-ui-getting-started-and-migration/ Sheng Wu Release Community The finale of the Meet Horizon UI series: install Horizon as a single env-driven container, point it at your OAP, and — if you're on the old UI — swap it in drop-in. Plus the OAP 10.x vs 11.x compatibility matrix: what works on the query port, and what needs OAP 11's admin host. https://skywalking.apache.org/zh/2026-06-30-horizon-ui-localization-i18n/ Tue, 30 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-06-30-horizon-ui-localization-i18n/ 吴晟 Engineering Community Horizon UI 系列第十六篇：Horizon 支持八种语言。本地化不是每次渲染时重新翻译，而是在服务端把翻译 overlay 合并到同一套 template 上；用户可以从顶栏切换语言，也可以在 Translations 管理页点选任意 widget 直接补翻译，而 OAP 返回的数据始终保持原样。 https://skywalking.apache.org/zh/2026-06-30-horizon-ui-getting-started-and-migration/ Tue, 30 Jun 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-06-30-horizon-ui-getting-started-and-migration/ 吴晟 Release Community Meet Horizon UI 系列收官篇：用一个环境变量驱动的容器启动 Horizon，指向已有 OAP；如果你还在使用上一代 UI，也可以把 Horizon 平滑替换进去。文中还说明 OAP 10.x 和 11.x 的兼容边界：哪些功能只需要 query port，哪些需要 OAP 11 的 admin host。 https://skywalking.apache.org/blog/2026-04-30-mini-program-monitoring-with-skywalking/ Thu, 30 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-04-30-mini-program-monitoring-with-skywalking/ Sheng Wu Metrics Agents Community SkyAPM/mini-program-monitor and SkyWalking OAP together extend SkyWalking's end-user monitoring to WeChat and Alipay Mini Programs. This post focuses on the data path, the cross-platform abstraction, and the OAP-side integration. 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/2026-03-08-agentic-vibe-coding/ Sun, 08 Mar 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-03-08-agentic-vibe-coding/ Sheng Wu AI Engineering Community What happens when you apply agentic AI coding to a mature open-source project with real users, real compatibility contracts, and real consequences? 77K lines changed in 5 weeks — here's what I learned. https://skywalking.apache.org/zh/2026-03-08-agentic-vibe-coding/ Sun, 08 Mar 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-03-08-agentic-vibe-coding/ 吴晟 AI Engineering Community 当你把 AI 智能体编程应用到一个有真实用户、广泛运用、API 被充分集成的成熟开源项目时，我在 5 周改了 7.7 万行代码，里面到底用到了哪些方法？这是我的实战总结。 https://skywalking.apache.org/blog/2026-01-01-skywalking-2025-year-in-review/ Thu, 01 Jan 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-01-01-skywalking-2025-year-in-review/ Sheng Wu Release Storage Community A review of Apache SkyWalking community work in 2025, with a focus on BanyanDB becoming the production-grade native storage for SkyWalking. https://skywalking.apache.org/blog/2025-02-24-improving-alert-accuracy-with-dynamic-baselines/ Mon, 24 Feb 2025 00:00:00 +0000 https://skywalking.apache.org/blog/2025-02-24-improving-alert-accuracy-with-dynamic-baselines/ Han Liu Community This article explores how to leverage history metrics to generate dynamic baselines for a future period, thereby enhancing the accuracy of alerts. https://skywalking.apache.org/zh/2024-12-10-ospp-summary/ Tue, 10 Dec 2024 00:00:00 +0000 https://skywalking.apache.org/zh/2024-12-10-ospp-summary/ Apache SkyWalking Community 开源之夏是由中科院软件所“开源软件供应链点亮计划”发起并长期支持的一项暑期开源活动，旨在鼓励在校学生积极参与开源软件的开发维护，培养和发掘更多优秀的开发者，促进优秀开源软件社区的蓬勃发展，助力开源软件供应链建设。12月9日，官方完成最终审核和官方评优，并发布结果。