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At Banzai Cloud we are building a feature-rich enterprise-grade application platform, built for containers on top of Kubernetes, called Pipeline. Applications deployed to Pipeline automatically inherit the platform’s features: enterprise-grade security, observability (centralized log collection, monitoring and tracing), discovery, high availability and resiliency, just to name a few - encapsulated in spotguides. One of the most popular spotguides we deploy is Spark. In the past few months we’ve been working and pushing many pull requests to make Spark a first class player on Kubernetes and to make it resilient.