In several previous posts on MLOps tooling, I showed how many popular MLOps tools track metrics associated with model training experiments. I also showed how they use MinIO to store the unstructured data that is a part of the model training pipeline. However, a good MLOps tool should do more| MinIO Blog
Alex explores recent changes that makes OpenFaaS more practical for your long running tasks.| OpenFaaS - Serverless Functions Made Simple
MinIO Enterprise Object Store is a foundational component for creating and executing complex data workflows. At the core of this event-driven functionality is MinIO bucket notifications using Kafka.| MinIO Blog
Cluster API (CAPI) is a relatively new project aimed at deploying Kubernetes clusters using a declarative API (think YAML). The official documentation (a.k.a. the Cluster API book), does a very good job explaining the main concepts and goals of the project. I always find that one of the best ways to explore new technology is to see how it works locally, on my laptop, and Cluster API has a special “Docker” infrastructure provider (CAPD) specifically for that.| networkop
Kubeflow is a popular Machine Learning and MLOps platform built on Kubernetes for designing and running Machine Learning pipelines for training models and providing inference services.| jacobtomlinson.dev
Today is the deadline for the license changes to Docker Desktop for Mac and Windows. This means that if you are employed at a company with more than 250 employees or your company makes more than $10m you need to start paying a subscription to continue using Docker Desktop.| jacobtomlinson.dev
Simplify the process of identifying and resolving issues in your Kubernetes clusters with advanced analytics and automated insights.| EverythingDevOps
Configuration| kind.sigs.k8s.io
Common Expression Language validation rules for CRDs is now enabled by default in Kubernetes. Read on to find out how to use CEL to introduce complex validations without having to create your own validating webhooks in code.| D2iQ Engineering
Using Kubernetes in Docker in GitHub Actions| radu-matei.com
The goal of this article is to show you how to configure running Kind in a pod in Kubernetes, then abstract the configuration and automate it using Brigade.| radu-matei.com
