K8sGPT: Give Your k8s Troubleshooting Skills a Superpower | Conf42 DevOps 2025 скачать в хорошем качестве

K8sGPT: Give Your k8s Troubleshooting Skills a Superpower | Conf42 DevOps 2025

Troubleshooting K8s clusters, including Coud managed ones, is challenging for DevOps teams. Enter K8sGPT era: a new tool leveraging AI to provide real-time insights and context analysis. Explore this session with CloudDude to see how it integrates with AI (OpenAI, Cohere, or Ollama) to enhance Kubernetes operations. Chapters 00:00 Welcome to Conf42 DevOps 2025 00:29 Introduction to the Speaker 01:29 Agenda Overview 01:35 AI in DevOps: Context and Challenges 11:18 Understanding KSGPT 13:37 Key Features of KSGPT 20:18 Installation and Integration 22:53 Ensuring Security with Local LLM Inference 23:29 Introduction to CLI Commands 23:58 Analyzing Kubernetes Clusters 24:36 Filtering and Explaining Issues 26:07 Backend Configuration and Comparison 27:06 Integration and Documentation Features 27:50 Namespace Filtering and New Stats Flag 29:13 Understanding CLI and Operator Architectures 30:44 In-Cluster Installation and Configuration 35:00 Demo: Running Commands and Analyzing Results 41:17 Introducing SchedNext project: the Intelligent Kubernetes Scheduling 42:18 Conclusion and Contact Information