Give Your Managed Kubernetes Troubleshooting Skills a Superpower

This session demonstrates KSGPT for troubleshooting managed Kubernetes clusters, including installation, CLI and operator use, filtering and explaining issues, and local LLM inference for security. It also compares backends and includes a live demonstration.

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