AIOps on Xianpeng Shenhttps://shenxianpeng.dev/en/tags/aiops/Recent content in AIOps on Xianpeng ShenHugo -- gohugo.ioenxianpeng.shen@gmail.com (Xianpeng Shen)xianpeng.shen@gmail.com (Xianpeng Shen)Copyright © 2017–2026 Xianpeng Shen. All rights reserved.Tue, 27 Jan 2026 00:00:00 +0000What is AIOps—A Systematic Introduction to Intelligent Operationshttps://shenxianpeng.dev/en/posts/2026/aiops/Tue, 27 Jan 2026 00:00:00 +0000xianpeng.shen@gmail.com (Xianpeng Shen)https://shenxianpeng.dev/en/posts/2026/aiops/Today, with the widespread adoption of microservices, hybrid clouds, and containerized deployments, IT systems have become exceptionally complex. When thousands of alert messages flood in, traditional operations models struggle. AIOps (Artificial Intelligence for IT Operations), an AI-driven transformation, is emerging as the “lifeline” for IT operations management. This article combines key insights from IBM, ServiceNow, GitHub, and Red Hat to provide a comprehensive overview of AIOps.