"Misadventures in Continuous Delivery"
summary
ThredUP migrates from Capistrano to Kubernetes, moves a monolith behind GraphQL, and learns hard lessons: code freezes during Cyber Week signal CI and rollback fragility; a late change on a Kubernetes deploy costs lost 70% traffic for a high‑profile launch; feature branches become unmanageable so teams adopt trunk‑style merges with feature flags (Split) and traffic swim lanes to gate migrations, experiments and rollbacks while reducing deploy stress.
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