https://sreai.net/en/tags/aiops/Practical notes on SRE, cloud-native reliability, and AI infrastructure.enThu, 13 Aug 2026 23:52:33 +0800https://sreai.net/en/posts/aiops-practice/https://sreai.net/en/posts/aiops-practice/Mon, 20 Jul 2026 00:00:00 +0000As microservice architectures and cloud-native scale grow, traditional threshold-based alerting can no longer meet the need for rapid incident response. This article explores how deep learning-based anomaly detection systems help SRE teams shift from reactive responses to proactive prediction.SRE ArchitectureSREAIOps机器学习https://sreai.net/en/posts/rag-knowledge-base/https://sreai.net/en/posts/rag-knowledge-base/Wed, 15 Jul 2026 00:00:00 +0000Leverage LangChain + Chroma vector database to transform historical Runbooks, incident reports, and operations documents into a retrievable intelligent knowledge base for rapid root cause localization in on-call scenarios.Artificial IntelligenceRAGAIOpsLLM