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Latest Videos

Human-Friendly, Production-Ready Data Science Stack with Metaflow & Argo Workflows with Savin Goyal

There is a pressing need for tools and workflows that meet data scientists where they are. This is also a serious business need: How to enable an organization of data scientists, who are not software engineers by training, to build and deploy end-to-end machine learning workflows and applications independently. In this talk, we discuss the problem space and the approach we took to solving it with Metaflow, the open-source framework we developed at Netflix, which now powers hundreds of business-critical ML projects at Netflix and other companies from bioinformatics and drones to real estate.

Standardizing your GitOps Definition - Ravi Lachhman, Shipa (Meetup for Argo)

Believe it or not, the GitOps paradigm is now going on year five since the defining piece from WeaveWorks. So, at least in theory, leveraging a declarative approach that pairs Kubernetes with GitOps pillars is not novel at this point. But the trickier question right now – and one open to no shortage of interpretation – is what you are sending to a GitOps Engine. The multiple paths of creating Kubernetes manifests and packaging (like Helm, Kustomize, JSonnett, etc) are largely leaving us to our own devices for abstraction. Is an app an app if there is no longer a templating engine?

Managing Multi-Cluster, Multi-Cloud Deployments with GitOps and ArgoCD - Ricardo Rocha (CERN)

Richardo Rocha, Computing Engineer at CERN, joined the Meetup for Argo monthly series and talked about managing Multi-Cluster, Multi-Cloud Deployments with GitOps and ArgoCD. The last few years saw two relevant trends in CERN deployments: Kubernetes and cloud-native technologies on the deployment side, and public clouds as a potentially cost-effective way to get the additional capacity to cover workloads spikes and access resources that are scarce on-premises, such as GPUs and other accelerators.

Contributor's Box (Level 1) - Unboxing the Codefresh Open Source Maintainer's

As we work diligently on transforming Codefresh into an Open Source company, we created THE MAINTAINER'S CLUB. The Maintainer's Club is a set of incentives and onramps to becoming more active in the open source community, specifically the Argo Project. There are three levels 1) Contributor 2) Member 3) Maintainer In this video, Dan Garfield, Co-Founder and Chief Open Source Officer unboxes the level 1 or Contributor Box. Check it out!