Festive Tech Calendar 2024 - Supercharge Kubernetes Debugging with k8sGPT

Slide deck used during the YouTube video related to Festive Tech Calander 2024. The topic covered includes various capabilities of the k8sGPT open source project to integrate with multiple LLM backends to scan Kubernetes cluster and suggest methods to fix issues using natural language.

Transcript

1. Festive Tech Calendar 2024 https://festivetechcalendar.com
2. Improve Kubernetes debugging with k8sGPT
3. $whoami { “name” : “Nilesh Gule”, “website” : “https://www.HandsOnArchitect.com", “github” : “https://GitHub.com/NileshGule" “twitter” : “@nileshgule”, “linkedin” : “https://www.linkedin.com/in/nileshgule”, “YouTube” : “https://www.YouTube.com/@nilesh-gule” “likes” : “Technical Evangelism, Cricket”, }
4. TechTalks Application TechTalks Consumer TechTalks Producer TechTalks Frontend (UI) Message Broker Polyglot Programming
5. TechTalks Demo
6. @nileshgule
7. @nileshgule Simple Kubernetes Debugging
8. @nileshgule Simple Kubernetes Debugging
9. @nileshgule Simple Kubernetes Debugging
10. @nileshgule CNCF Landscape – Application & Databases
11. @nileshgule CNCF Landscape – CI CD, Streaming & Messaging
12. @nileshgule CNCF Landscape – Security & Compliance, Automation, Registry, Key Management, Storage, Networking, Runtime
13. @nileshgule CNCF Landscape – Scheduling, Service Mesh, Observability, Chaos, Optimization
14. k8sGPT
15. k8sGPT Recap
16. @nileshgule k8sGPT backends NoopAI
17. @nileshgule k8sGPT filters • ReplicaSet • Node • Pod • CronJob • Service • Ingress • Deployment • StatefulSet • MutatingWebhookConfiguration • ValidatingWebhookConfiguration • PersistentVolumeClaim • Gateway • HTTPRoute • HorizontalPodAutoScaler • PodDisruptionBudget • NetworkPolicy • Log • GatewayClass Active filters Unused filters
18. @nileshgule k8sGPT integrations
19. Summary • k8sGPT improves debugging experience with Kubernetes by scanning and finding issues, also provides possible solutions in simple natural language • Supports multiple backends • Integrations allows extensions to external tools and services • Remote Caching helps to store and retrieve frequently accessed data • Automate k8sGPT related activities using Kubernetes operator
20. References https://www.youtube.com/@nilesh-gule https://github.com/k8sgpt-ai/k8sgpt https://docs.k8sgpt.ai/ https://landscape.cncf.io/
21. Nilesh Gule ARCHITECT | MICROSOFT MVP “Code with Passion and Strive for Excellence” nileshgule @nileshgule Nilesh Gule NileshGule www.handsonarchitect.com https://www.youtube.com/@nilesh-gule
22. Source Code & slide deck Cloud Native Ninja https://github.com/NileshGule/cloud-native-ninja https://speakerdeck.com/nileshgule/ https://www.slideshare.net/nileshgule/
23. Thank you https://festivetechcalendar.com
24. #GlobalAzure Q&A