karpenter-provider-aws VS Strapi

If you’re not familiar with Karpenter — watch my quick intro. But in a nutshell, Karpenter is a better node autoscaler for Kubernetes (say goodbye to wasted compute resources). It is open-source and built by the AWS team. Qovery is an Internal Developer Platform I’m a co-founder) that we’ll use to spin up our EKS cluster with Karpenter.

Karpenter

Here are a few reference links about the previous services and tools: What is Amazon EKS? Cluster Mesh Karpenter

Autoscaling over EKS can be accomplished using either the cluster-autoscaler project or Karpenter. If you want to use Spot instances, consider using Karpenter, as it has better integrations with AWS for optimizing spot pricing and availability, minimizing interruptions, and falling back to on-demand nodes if no spot instances are available.

Kubernetes has its own learning curve, but when tools like Karpenter exist it's kinda hard to beat for "auto-scaled compute" that is vendor agnostic. We leverage Karpenter for burst in our vSphere environment as well as our EC2 environment. Karpenter is invoking roughly the same Terraform code in both cases, just using different modules for the particular virtualization. Say we want to go to Azure and GCP -- we add an Azure and GCP module to the same Terraform codebase, and not much else needs to change from the "scale up / scale down" perspective.

Also https://github.com/aws/karpenter/issues/331

Why don't you stick to the KubernetesPodOperator though? I fail to see a benefit in using the ECS operator considering you're already running Airflow in EKS. You can look into something like karpenter to manage your nodes.

Strapi provides a centralized data managing platform. This makes it easier to organize, update, and maintain the FAQ data. It also automatically generates a RESTful API for accessing the content stored in its database.

https://prisma.io is popular as I understand it. I've been trying out https://strapi.io the last week and am thoroughly impressed.

They both do much more than build queries. One big thing both do is automate database migration calculations. Strapi goes further and gives you a CMS and admin UI on top, as well as doing a lot more of the complex query building from a json object. Both still require a fundamental understanding of the data model and SQL

As of April 2024, Strapi's GitHub repository has garnered 59.7k stars and 7.5k forks, showcasing its widespread adoption. The project has also secured a substantial $45+ million in funding, cementing its position as a prominent player in the headless CMS space.

const pages = await client.GET("/pages", { params: { query: { filters: { // @ts-ignore - openapi generated from strapi results in Record // https://github.com/strapi/strapi/issues/19644 path: { $eq: path, }, }, // @ts-ignore populate: { blocks: { populate: "*" }, }, }, }, });

On a side note. Where do all these endpoints come from? Strapi is open source. We can read the source code. All these endpoint come from the Users and permissions plugin. So, if we go to Strapi on github and browse around the files a bit eventually you will find the auth.js file that contains all of the routes. You can also find the Strapi controllers in there if you're interested.

Strapi

Strapi: The Code Anarchist

Strapi - Open source Node.js Headless CMS 🚀