DevOps at the Scale of Thousands
summary
Lessons from running DevOps practices across thousands of developers and services, describing challenges around scale such as onboarding, tooling, and governance. Covers practical approaches and patterns used to manage automation, CI/CD pipelines, monitoring, and cultural change when operating at very large scale.
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chapters (20)
- 0:00Start
- 0:15Global transportation platform
- 0:30Infrastructure by the thousands
- 0:45How do you build a scalable stack?
- 1:00Let's make a change!
- 1:15Test and review
- 1:30Land change
- 1:45Start deployment
- 2:00Build a docker image
- 2:15Publish docker image
- 2:30Deploy to production
- 2:45Testing during rollout
- 3:00Monitoring during rollout
- 3:14Metrics based alerting in production HG
- 3:30Continuous testing in production
- 3:45Introspection in production - metrics
- 4:00Introspection in production - logs
- 4:15Distributed tracing
- 4:30The full stack at a glance
- 4:45A scalable OS stack - Thank you
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