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AI for infrastructure

K8sGPT for Kubernetes Troubleshooting

Explore K8sGPT setup, commands and integrations for AI-assisted Kubernetes troubleshooting.

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Course topics

AI for infrastructure

  • K8sGPT components
  • Commands and analysis
  • Cluster integrations

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Find your fit

Is this a useful starting point?

For SRE and DevOps practitioners with Docker and Kubernetes knowledge; Linux familiarity is helpful.

Starting point
Expert
Course length
3.5 total hours
Lessons
49 lectures

Course by Yogesh Raheja, Thinknyx Technologies

Course last updated: 06/2025

Requirements
  • Basic Unix/Linux Knowledge (Good to have)
  • Basic understanding of Docker and Kubernetes
  • Basic understanding of AI Ecosystem
What is included
  • 3.5 hours on-demand video
  • 6 articles
  • 1 downloadable resource
  • Access on mobile
  • Certificate of completion

DoJo membership: A$250 per month per seat, excluding GST. Includes fortnightly group support and a private member community.

Explore the lessons

Course curriculum.

10 sections • 49 lectures • 3h 32m total length

Course Introduction2 lectures • 3min
  1. Introduction02:38
  2. Course Material - K8sGPT Essentials - Unlocking Kubernetes Insights with AI00:07
Introduction to K8sGPT7 lectures • 22min
  1. Section Introduction01:07
  2. What is K8sGPT?05:00
  3. Why K8sGPT?05:04
  4. K8sGPT Workflow05:52
  5. Demonstration - Documentation03:36
  6. Summary00:56
  7. Checkout - "AI Ecosystem for the Absolute Beginners | Hands-on"00:24
Environment Setup9 lectures • 48min
  1. Section Introduction01:02
  2. K8sGPT Setup Prerequisites02:02
  3. Demonstration - Setting up Kubernetes Cluster (Optional)26:23
  4. Demonstration - Installing K8sGPT by CLI on macOS02:30
  5. Demonstration - Installing K8sGPT using In-Cluster Operator06:27
  6. Getting Started with k8sgpt cli02:10
  7. Demonstration - k8sgpt cli05:17
  8. Summary00:47
  9. Checkout - Practical Kubernetes - Beyond CKA and CKAD | Hands-on01:21
Core Components of K8sGPT5 lectures • 14min
  1. Section Introduction00:53
  2. K8sGPT Terminologies - Analyzers, Filters, AI-Powered Insights (Backends)05:08
  3. K8sGPT Operating/Process Flow06:24
  4. Summary01:03
  5. Checkout - Argo CD for the Absolute Beginners - Hands-On DevOps00:24
K8sGPT Commands and Usage10 lectures • 54min
  1. Section Introduction01:07
  2. K8sGPT CLI Part1 (analyze & filter)05:17
  3. Demonstration - k8sgpt analyze & k8sgpt filter Commands12:01
  4. K8sGPT CLI Part2 (auth & analyze)03:40
  5. Demonstration - Integrating K8sGPT with Backend (Google Gemini)10:30
  6. Demonstration - Integrating K8sGPT with Backend (Amazon Bedrock)07:07
  7. JSON Output, Data Anonymization, Interactive Terminal and Debug06:20
  8. Demonstration - JSON Output, Data Anonymization, Interactive Terminal and Debug05:16
  9. Summary00:54
  10. Checkout - Kubernetes and Cloud Native Associate (KCNA) + Practice Exam01:27
K8sGPT Integrations5 lectures • 19min
  1. Section Introduction01:16
  2. Getting started with Integrations in K8sGPT08:20
  3. Demonstration - Prometheus Integration08:20
  4. Summary01:04
  5. Checkout - Podman for the Absolute Beginners - Hands-On DevOps00:23
Analyzing Real-Time Issues4 lectures • 15min
  1. Section Introduction01:11
  2. Case Study for K8s Dashboards and Recommendations01:56
  3. Demonstration - KubeBuddy an AI powered Dashboard with K8sGPT10:46
  4. Summary00:52
K8sGPT using In-Cluster Operator for K8s Clusters5 lectures • 26min
  1. Section Introduction00:56
  2. Understanding In-Cluster Operator Workflow04:02
  3. Demonstration - Adding k8sGPT Cluster resource via manifest file11:35
  4. Demonstration - Prometheus & Grafana Integration with K8sGPT InCluster Operator08:40
  5. Summary01:01
Claude Desktop Integration with K8sGPT1 lecture • 10min
  1. Demonstration - K8sGPT with Claude Desktop Integration10:13
Course Conclusion1 lecture • 1min
  1. Conclusion01:20

From learning to practice

Try this next.

Compare a K8sGPT diagnostic explanation with the observed state of a disposable test cluster.

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