KeyOps: An Operations Story
summary
Organization with $140B assets manages change for 700+ apps with a 50-person operations team and moves from four releases a year to weekly releases after a 2016 push, hitting an October migration. Uses containers and Kubernetes to reduce provisioning time, Ansible playbooks and Beats for infrastructure telemetry, evolutionary DB + feature toggles for zero-downtime schema changes, the Hystrix circuit breakers pattern for legacy resilience, and LUIS NLP for chat‑bot automation.
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chapters (15)
- 0:00Intro
- 2:11DevOps for Operations-as-Usual (OAU)
- 2:32Prisoners Dilemma
- 4:01Changing the Game
- 5:41OpenSource Adoption
- 6:51Containergeddon
- 8:44Automating the Release
- 10:58RELIABILITY - Circuit Breaker Pattern
- 12:32Strip Away The Legacy
- 14:40RELIABILITY - Feedback Data Model
- 15:42Chat Bots & Artificial Intelligence
- 17:50The Structure of Scientific Revolutions
- 18:57Future Ready
- 20:08Release & Automation Engagement Model
- 23:56What Help Do I Need?
