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Taming Rollout Risks in Distributed Web Apps: A Location-Aware Gradual Deployment Approach - Angela Victorio, JP Morgan Chase

Deploying updates to web apps installed on managed client devices—such as airport kiosks or retail POS systems—comes with unique challenges. In this session, we’ll share how we used Kubernetes, Istio, and CI/CD pipelines to implement a location-aware gradual rollout strategy. Rather than applying global traffic weights, we targeted per-location percentages to minimize localized risk. The solution includes release-aware routing, dynamic profile updates, and flexible tooling—adaptable across tech stacks for anyone managing applications deployed to physical sites or edge clients.