~/talk

How We Progressively Deliver Changes To Kubernetes Using Canary Deployments and Feature Flags

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1,600 customer instances run across eight Kubernetes reefs and updates move through staff → insiders → early adopters → stable, with a rotating 5% canary cohort updated within 1–3 days. Rollouts can be halted instantly via an Andon cord and new behavior is gated with OpenFeature flags so features ship merged into main but stay off in production. Result: lead time to change falls to ~4 days, SLOs near 99.9%, and high-severity defects drop below 1%.

AI-written summary · about

  1. 0:00Introduction
  2. 3:07Company architecture
  3. 5:52Maintenance window challenges
  4. 9:06Canary deployments and Andon cord
  5. 13:17Initial canary limitations
  6. 14:43Faster upgrades and feature flags
  7. 16:50Trunk-based development
  8. 21:40Combined approach advantages
  9. 23:03Detecting and resolving issues
  10. 25:55Feature toggle management
  11. 26:37Feature toggle strategies
  12. 27:38Key takeaways
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