AI is everywhere. Except in many enterprises. Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail, and for the few models that are ever deployed, it takes many months to do so. While AI has the potential to transform and boost businesses, the reality for many companies is that machine learning only ever drips red ink on the balance sheet.

In this episode of Coffee & Containers, North American DevOps Group‘s Jim Shilts speaks with Shipa‘s Bruno Andrade and Fiserv‘s Ken Owens. The topics covered include.

Admission controllers are a powerful Kubernetes-native feature that helps you define and customize what is allowed to run on your cluster. As watchdogs, they can control what’s going into your cluster. They can manage deployments requesting too many resources, enforce pod security policies, and even block vulnerable images from being deployed. In this article, you’ll learn what admission controllers are in Kubernetes and how their webhooks can be used to implement image scanning.

The latest versions of Konvoy and Kommander are now generally available: the D2iQ Kubernetes Platform (DKP) continues on its relentless roll. DKP is the leading independent Kubernetes platform for enterprise grade production at scale and Konvoy and Kommander are the reason why. You can learn more about Konvoy here, Kommander here, and our general approach here.

Following the GA of Kubernetes 1.19 support in AWS, EKS-optimized Ubuntu images for 1.19 node groups have been released. The ami-id of this image for each region can be found on the official site for Ubuntu EKS images.

Today’s enterprises are pushing forward with their digital transformation initiatives to meet customer and market demand. The latest CNCF survey reports that 91% of companies are running Kubernetes and 81% of those companies are running Kubernetes in production. That’s up from 58% in 2018, and the numbers continue to ramp up quickly. There’s several approaches to how enterprises are thinking about adoption and their deployment and management of Kubernetes. I sat down with Lauren E.