Kubernetes CICD Hacks with MicroK8s and Kubeflow

on YouTube ↗29m

" summary

Shows how to set up repeatable, local-to-production CI/CD for Kubernetes projects by combining MicroK8s (a single‑command upstream Kubernetes), Multipass VMs, and CI/CD tools such as Jenkins or Spinnaker. Demonstrates building and deploying Kubeflow on that stack so teams can add CI as a native part of their Kubernetes solutions rather than an afterthought.

AI-written summary · about

" chapters (12)

1. 0:00Start
2. 1:56Introduction - Ubuntu
3. 10:36extensible by design
4. 12:28enterprise traction
5. 13:33CICD: A Basic Setup - Logical
6. 15:53CICD: A Basic Setup - Example Resources
7. 18:07CICD: A Basic Setup - Specific Thread
8. 18:33CICD: A Basic Setup - Problem
9. 19:33CICD: A Basic Setup - All-in-One
10. 21:19CICD: A Basic Setup - Storage
11. 21:56CICD: A Basic Setup. Demo
12. 22:21CICD: A Basic Setup - Demo steps

" related talks

• 30mKubeflow, Your ML Tools on KubernetesLaura Morillo, Iván Cañaveral · Commit Conf 2018
• 14mKubeflow: Where ML Meets KubernetesSuresh Peiris · KCD Sri Lanka 2023
• 51mMachine Learning using Kubeflow and KubernetesArun Gupta · Devoxx Belgium 2019
• 36mThe Kubernetes hitchhiker's guide to CI/CDDario Tranchitella · LaravelDay 2018
• 02h 38mMicroservices in Production: KubernetesElena Grakhovats, Igor Dolzhikov · РИТ++ 2017
• 31mIntroduction to Using and Use Cases of KubeFlowJonathan Gershater, Boris Lublinsky · Open Source Summit + Embedded Linux Conference North America 2019
• 56mContinuous Deployment Pipeline in KubernetesPascal Saulière · DevFest Nantes 2017
• 26mKubeCI - Cloud Native Continuous Delivery for KubernetesMatthias Loibl · ContainerDays Hamburg 2018