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