https://skywalking.apache.org/tags/ai/ Recent ai posts from Apache SkyWalking Hugo -- gohugo.io en-US Mon, 06 Jul 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-07-06-horizon-ui-ai-assistant/ Mon, 06 Jul 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-07-06-horizon-ui-ai-assistant/ Sheng Wu Release AI Cloud Native Horizon UI's new AI Assistant answers questions about your live system with the same charts, topology and tables as the UI — read-only, permission-scoped, and running on a cost-efficient model you bring yourself. https://skywalking.apache.org/zh/2026-07-06-horizon-ui-ai-assistant/ Mon, 06 Jul 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-07-06-horizon-ui-ai-assistant/ 吴晟 Release AI Cloud Native Horizon UI 新增的 AI Assistant 可以用和 UI 相同的图表、拓扑和表格回答关于 live system 的问题；它只读、继承权限，并运行在你自己接入的高性价比模型上。 https://skywalking.apache.org/blog/2026-04-05-virtual-genai-monitoring/ Sun, 05 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-04-05-virtual-genai-monitoring/ YiMing Shao AI Metrics SkyWalking 10.4 introduces the Virtual GenAI dashboard. This article explores how to use this new feature to monitor and optimize LLM integrations. 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/2026-04-02-envoy-ai-gateway-monitoring/ Thu, 02 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-04-02-envoy-ai-gateway-monitoring/ Sheng Wu AI Cloud Native Set up full-stack observability for your AI/LLM traffic using Envoy AI Gateway, SkyWalking OAP 10.4.0, and BanyanDB 0.10.0. https://skywalking.apache.org/zh/2026-04-02-envoy-ai-gateway-monitoring/ Thu, 02 Apr 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-04-02-envoy-ai-gateway-monitoring/ 吴晟 AI Cloud Native Engineering 基于 Envoy AI Gateway、SkyWalking OAP 10.4.0 和 BanyanDB 0.10.0，搭建面向 AI/LLM 流量的全栈可观测方案。 https://skywalking.apache.org/zh/2026-03-13-how-ai-changed-the-economics-of-architecture/ Sun, 15 Mar 2026 00:00:00 +0000 https://skywalking.apache.org/zh/2026-03-13-how-ai-changed-the-economics-of-architecture/ 吴晟 AI Profiling Cloud Native 以 SkyWalking GraalVM Distro 为例，聊聊 AI Coding 如何让更好的架构方案更容易被验证、打磨并真正落地。 https://skywalking.apache.org/blog/2026-03-13-how-ai-changed-the-economics-of-architecture/ Fri, 13 Mar 2026 00:00:00 +0000 https://skywalking.apache.org/blog/2026-03-13-how-ai-changed-the-economics-of-architecture/ Sheng Wu Cloud Native Profiling AI A case study in how AI changed the economics of architecture in a mature project by making better designs cheaper to prototype, validate, and refine. 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。