What you need is a running cluster on AWS EKS with min. 2 nodes inside a single node group, It should be running Kubernetes v1.27, I will use Cilium v1.14.1 and Helm inside AWS CDK so I expect you already have a AWS EKS cluster inside your Infrastructure as Code…

Based on my previous MetaFlow articles, I think it will be helpful for you to deploy it on AWS to get up and running locally and use MetaFlow. First, be sure you use Terraform 1.5.6 or newer, it's what I used to deploy in this article, then have a domain…

If you using Istio or Linkerd as your Sidecar proxy as your Service Mesh inside your Kubernetes cluster you think why not keep what working as it always does, It is normal to think that, and the benefit of using a Service Mesh with eBPF there gives you a Sidecarless…

It’s time to teach you the next step, One of our problems has been the very low documentation of how MetaFlow works and then how we are using MetaFlow UI, I have figured out how to use it locally now by using Docker Desktop, and I will probably create a…

Let's make the world a better place and install the Application Load Balancer handler directly into your AWS EKS (Kubernetes) cluster so you don't use the default “classic” version on the service level but now will use the recommended say with the Ingress class. You can read the guide on…

When you are working on AWS and need a database, you will probably use AWS RDS for that, I’m using AWS RDS for PostgreSQL and one of the biggest challenges here is finding a quick way to discover the database and look into the data inside. The usual way will…

When you are working with Kubernetes locally or with a cluster there are some tools there are very useful to know, I will share a list of what tools I use and explain a little why I’m using them. Hopefully, you find some of them useful too. kubectl The main CLI…

If you like me are fighting after you have upgraded your AWS EKS version in my case from Kubernetes 1.26 to 1.27 and after that try to add a new node to your cluster then I have a fix for it. I don't know why the AWS CDK code did…

The first thing I learned in the ML world is everything should work, there is no caring about how the resources are, the cost, and the flow, I think it's normal when you as ML Engineer are working on ML Models or ML Artifacs, the significant challenges here will be…