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Nine short talks cover concrete claims and tools: Kubeflow on Kubernetes for experiment tracking, Jupyter notebooks and portable ML pipelines; a Sprint Zero practice that treats the pipeline as the deliverable by shipping a Hello-World to production early to cut deployment risk; automated ELK/Kibana dashboard creation via REST APIs to centralize logs and correlate 404/500 spikes; an eight-step DevOps Dojo playbook; use of pre‑authorized “standard changes” to speed safe deployments; crew‑resource communication tactics; Wardley maps for strategy; and choosing managed GKE/EKS after Rancher/Kops issues.

AI-written summary · about

  1. 0:00Intro
  2. 2:42Examples of what practices go into DevOps
  3. 3:43Sounds great, right?
  4. 3:59Tread carefully, avoid pitfalls
  5. 4:30Be realistic
  6. 4:45Enable open communication
  7. 5:01People over process
  8. 5:31Conclusion
  9. 7:32Scrum Theory
  10. 8:50Build a Low Fidelity Releasable Solution
  11. 9:52Configurations
  12. 10:24Don't Forget Telemetry and Tooling
  13. 17:20Jenkins logs capture process
  14. 22:11Dojo Space
  15. 22:41Prep & Readiness
  16. 27:23Standard (Pre-authorized) Changes/Change Models
  17. 29:11Change Authorization
  18. 31:17What is Crew Resource Management?
  19. 32:03The United 232 Crew Came Through in a Crisis
  20. 32:33Asiana Flight 214
  21. 33:03Lessons to DevOps
  22. 33:49Use the skills on Your Entire Team
  23. 34:35Four Overarching Lessons to Teamwork
  24. 35:35Situational Awareness!
  25. 35:51A Final Lesson
  26. 36:32Situational Awareness vs Magic
  27. 36:47Strategy
  28. 37:03Context Matters
  29. 37:49Wardley Maps
  30. 38:05The Axes
  31. 38:20An Example
  32. 39:06The Real Value
  33. 39:37Another Example
  34. 40:54Credit & Resources
  35. 42:07WHAT IS RANCHER?
  36. 42:53WHY NOT RANCHER?
  37. 43:24CLEAR PATH FORWARD
  38. 44:25PROBLEMS IN PARADISE
  39. 44:56MANAGED SOLUTIONS
  40. 45:11WHY USE A MANAGED SOLUTION?
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