Discover how to enhance your managed Kubernetes troubleshooting capabilities in this 43-minute conference talk from Conf42 DevOps 2025 presented by Kosseila Haddalene. Explore the intersection of AI and DevOps while learning about KSGPT, a tool designed to simplify Kubernetes diagnostics. The presentation covers essential topics including AI's role in addressing DevOps challenges, KSGPT's key features, installation procedures, security considerations with local LLM inference, and practical CLI commands for cluster analysis. Follow along with demonstrations of analyzing Kubernetes clusters, filtering issues, configuring backends, and utilizing integration features. The talk also introduces SketchNest for intelligent Kubernetes scheduling and provides comprehensive insights into both CLI and operator architectures, making complex Kubernetes troubleshooting more accessible and efficient.
Give Your Managed Kubernetes Troubleshooting Skills a Superpower
Overview
Syllabus
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 SketchNest: Intelligent Kubernetes Scheduling
42:18 Conclusion and Contact Information
Taught by
Conf42
