chore: update docs/demos.md [20260517-1948]

docs/demos.md

@@ -115,7 +115,7 @@
 - [github.com/wardviaene (kubernetes, terraform, ansible, docker, etc) 🌟](https://github.com/wardviaene)
     - [wardviaene/jenkins-course](https://github.com/wardviaene/jenkins-course)
     - [wardviaene/kubernetes-course](https://github.com/wardviaene/kubernetes-course)
-- [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es/insights/blog/modernizing-your-build-pipelines)
+- [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es-es/insights/blog)
     - [github.com/sirech/example-concourse-pipeline](https://github.com/sirech/example-concourse-pipeline)
 - [yankils/Simple-DevOps-Project](https://github.com/yankils/Simple-DevOps-Project)
 - [Spring PetClinic Sample Application](#spring-petclinic-sample-application) By following this repository you can able to setup a DevOps CI/CD Pipeline using: git, Jenkins, Maven, Ansible, Docker & Kubernetes
@@ -123,7 +123,7 @@
 - [dev.to: Build a highly available Node.js application using Docker, NGINX and AWS ELB](https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp)
 - [linuxtechlab.com: How to create a Dockerfile with some dockerfile examples](https://linuxtechlab.com/learn-create-dockerfile-example/)
 - [bregman-arie/devops-exercises 🌟](https://github.com/bregman-arie/devops-exercises) This repo contains questions and exercises on various technical topics related to DevOps and SRE. Linux, Jenkins, AWS, Cloud, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, OpenShift, Big Data, Databases, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization, DevOps Interview Questions.
-- [jose-r-lopez/SSI_Materials](https://github.com/jose-r-lopez/SSI_Materials) A bunch of infrastructure automation scripts we use in our course, in case you find them useful!
+- [jose-r-lopez/SSI_Materials](https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials) A bunch of infrastructure automation scripts we use in our course, in case you find them useful!
 - [dzone: DIY DevOps, CI, and CD with GitHub, Docker and a VPS](https://dzone.com/articles/diy-devops-ci-and-cd-with-github-docker-and-a-vps) Azure and AWS is insanely cool until you look at your invoice and realise that what you're paying for can easily be replicated for 2% of your current cloud costs.
 - [==github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go - myapp== 🌟](https://github.com/learning-cloud-native-go/myapp) How to build a Dockerized RESTful API application using Go.
 
@@ -131,9 +131,9 @@
 
 ### Ansible and Ansible Tower
 
-- [ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops](https://ansible.github.io/workshops/demos/)
-- [Red Hat Ansible Tower - Workshop and Demo](https://github.com/network-automation/tower_workshop)
-- [blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique (Use MySQL as a dynamic inventory)](https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique/)
+- [ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops](https://labs.demoredhat.com/demos//)
+- [Red Hat Ansible Tower - Workshop and Demo](https://github.com/network-automation/toolkit)
+- [blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique (Use MySQL as a dynamic inventory)](https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique//)
 - [opensource.com: Build a Kubernetes Minecraft server with Ansible's Helm modules](https://opensource.com/article/20/10/kubernetes-minecraft-ansible) Deploy a Minecraft server into a Kubernetes cluster with Ansible's new collections.
 - [kubernetes-advocate.medium.com: Website Deployment to AWS with Ansible](https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansible-e878a63dd93)
 - [konstruktoid.medium.com: Running a NGINX container using rootless Docker with Ansible](https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker-with-ansible-a2bfcedd3b07)
@@ -141,14 +141,14 @@
 - [faun.pub: Automation: Deploying an app in GKE using Ansible](https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3) Ansible infrastructure-as-code to automate Nginx deployment in Google Kubernetes Cluster (GKE) on Google Cloud Platform (GCP).
 - [galaxy.ansible.com/ansible/product_demos 🌟](https://galaxy.ansible.com/ansible/product_demos)
 - [ankush-chavan.medium.com: Creating Multi-Cloud Kubernetes Cluster on AWS, Azure, and GCP cloud](https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws-azure-and-gcp-cloud-92d64633bdfc)
-- [redhat.com: Build a lab in 36 seconds with Ansible](https://www.redhat.com/sysadmin/build-VM-fast-ansible) Using Ansible makes provisioning virtual machines automated, flexible, repeatable, and fast.
+- [redhat.com: Build a lab in 36 seconds with Ansible](https://www.redhat.com/en/blog/build-VM-fast-ansible) Using Ansible makes provisioning virtual machines automated, flexible, repeatable, and fast.
 - [betterprogramming.pub: Clean Up Your Kubernetes Deployments Using Ansible](https://betterprogramming.pub/clean-up-your-kubernetes-deployments-using-ansible-10a000db313b) Playbooks and templates make rolling out K8s objects a breeze
 - [praveendandu24.medium.com: Ensuring AWS Infrastructure Consistency with Ansible Playbooks](https://praveendandu24.medium.com/ansible-infrastructure-testing-to-test-aws-resources-bd8bdba9ab7c)
 
 ### GitOps
 
-- [thenewstack.io: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management/)
-- [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s/)
+- [thenewstack.io: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management//)
+- [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s//)
 - [youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory](https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog)
 - [todaywasawesome/oss-apps: OSS Applications](https://github.com/todaywasawesome/oss-apps) Example repo to show GitOps lifecycle from staging to production with canary and blue/green deployments. This is a GitOps repo that acts as the source of truth for the open source team at Codefresh demoing GitOps apps.
 
@@ -162,26 +162,26 @@
 - [Mautic](https://github.com/mautic/docker-mautic)
 - [howtoforge.com: How to create a Deployment in Kubernetes](https://www.howtoforge.com/create-a-deployment-in-kubernetes/)
 - [codeburst.io: getting started with kubernetes, deploy a docker container in 5 minutes](https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370)
-- [Kubernetes workshop in a box](https://www.theguild.nl/k8s-workshop-in-a-box/)
+- [Kubernetes workshop in a box](https://archive.kabisa.nl/tech/k8s-workshop-in-a-box//)
     - [GitHub: K8s workshop in a box](https://github.com/kabisa/k8s-workshop-in-a-box)
 - [medium.com/@Kubernetes_Advocate 🌟](https://medium.com/@Kubernetes_Advocate)
     - [medium.com/avmconsulting-blog](https://medium.com/avmconsulting-blog)
 - [medium: Efficient Node Out-of-Resource Management in Kubernetes](https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-management-in-kubernetes-67f158da6e59)
 - [itnext.io: K8s raise StatefulSet volume size with low impact](https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6) Shown step-by-step on a simple example application
-- [Kubernetes Examples](https://github.com/ianmiell/kubernetes-examples)
+- [Kubernetes Examples](https://github.com/ContainerSolutions/kubernetes-examples)
 - [medium: Prometheus-Grafana on K8s](https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036)
-- [blog.scottlowe.org: Using kubectl via an SSH Tunnel](https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel/) Learn how to use kubectl via an SSH Tunnel to connect to the Kubernetes API server.
+- [blog.scottlowe.org: Using kubectl via an SSH Tunnel](https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel//) Learn how to use kubectl via an SSH Tunnel to connect to the Kubernetes API server.
 - [trainings.kubernauts.sh](https://trainings.kubernauts.sh/) Learn Kubernetes by doing and run into problems!
 - [magalix.com: How To Integrate OPA Into Your Kubernetes Cluster Using Kube-mgmt](https://www.magalix.com/blog/how-to-integrate-opa-into-your-kubernetes-cluster-using-kube-mgmt)
 - [itnext.io: Kubernetes Journey — Up and running out of the cloud — How to setup the Masters using kubeadm bootstrap](https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1)
 - [medium: Build a Federation of Multiple Kubernetes Clusters With Kubefed V2](https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes-clusters-with-kubefed-v2-8d2f7d9e198a)
 - [medium: Single Sign-On in Kubernetes](https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed) This article walks you through creating a service, exposing it with an Ingress, and adding Single Sign On. The article uses Okta (but of course you’re free to use any other OIDC SSO provider you prefer)
 - [medium: Kubernetes in a nutshell — tutorial for beginners 🌟🌟](https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0) Deploy a complete application stack just in a few steps!
-- [shipa.io: Developing and deploying applications to Kubernetes locally with Shipa and Minikube](https://www.shipa.io/development/deploying-applications-on-kubernetes/)
-- [shipa.io: Deploying a real-world application on Kubernetes](https://www.shipa.io/development/a-real-world-application-deployment-on-kubernetes/)
-- [shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa](https://www.shipa.io/development/gitops/)
-- [shipa.io: A Developer focused CI/CD pipeline for Kubernetes](https://shipa.io/development/a-developer-focused-ci-cd-pipeline-for-kubernetes/)
-- [kruyt.org: Running a mailserver in Kubernetes](https://kruyt.org/running-a-mailserver-in-kubernetes/)
+- [shipa.io: Developing and deploying applications to Kubernetes locally with Shipa and Minikube](https://shipa.io/deploying-applications-on-kubernetes//)
+- [shipa.io: Deploying a real-world application on Kubernetes](https://shipa.io/a-real-world-application-deployment-on-kubernetes//)
+- [shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa](https://shipa.io/gitops//)
+- [shipa.io: A Developer focused CI/CD pipeline for Kubernetes](https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes//)
+- [kruyt.org: Running a mailserver in Kubernetes](https://kruyt.org/running-a-mailserver-in-kubernetes//)
 - [piotrminkowski.com: RabbitMQ Monitoring on Kubernetes](https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes/?utm_sq=gl0f6vph5e)
 - [dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s Initializer 🌟](https://dzone.com/articles/bootstrapping-java-kubernetes-apps-no-yaml) Build a Spring Boot app and deploy to K8s without writing a single line of YAML.
 - [medium: Production Ready CI/CD Pipeline with Kubernetes](https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38)
@@ -221,13 +221,13 @@
 
 ### Postgres Operator
 
-- [blog.flant.com: Our experience with Postgres Operator for Kubernetes by Zalando](https://blog.flant.com/our-experience-with-postgres-operator-for-kubernetes-by-zalando/)
+- [blog.flant.com: Our experience with Postgres Operator for Kubernetes by Zalando](https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando//)
 
 ### CI/CD with SpringBoot for Kubernetes
 
 - [CI/CD for Kubernetes through a Spring Boot example (Banzai Cloud CI/CD)](https://teletype.in/@sravancynixit/CcwqFANxY)
 - [piotrminkowski.com: Spring Boot on Kubernetes with Buildpacks and Skaffold 🌟](https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold/)
-- [spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven Plugin and Buildpacks](https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks)
+- [spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven Plugin and Buildpacks](https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks/)
 
 #### Deploy a Spring Boot Application to Openshift with Spring Cloud Kubernetes and Fabric 8 Maven Plugin
 
@@ -237,7 +237,7 @@
 #### Spring Initializr and k8s Initializer
 
 - [Spring Initializr 🌟](https://start.spring.io/) a web application that can generate a Spring Boot project structure, fill in your project details, pick your options, and download a bundled up project
-- [k8s Initializer 🌟](https://app.getambassador.io/initializer/) Build Your Own Application-Ready Kubernetes Playground. Generate YAML configs for ingress, CI/CD, observability, authentication, and more in just 3 minutes.
+- [k8s Initializer 🌟](https://blackbird.a8r.io//initializer/) Build Your Own Application-Ready Kubernetes Playground. Generate YAML configs for ingress, CI/CD, observability, authentication, and more in just 3 minutes.
 - [dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s Initializer](https://dzone.com/articles/bootstrapping-java-kubernetes-apps-no-yaml) Build a Spring Boot app and deploy to K8s without writing a single line of YAML
 - [hashicorp.com: Getting Started with Ambassador and Consul Using Kubernetes Initializer](https://www.hashicorp.com/blog/getting-started-with-ambassador-and-consul-using-kubernetes-initializer) Kubernetes Initializer built by Ambassador Labs provides a new experience for simplifying the deployment of Ambassador and Consul in a Sandbox Kubernetes environment.
 
@@ -247,10 +247,10 @@
 
 ### Istio Service Mesh
 
-- [github: redhat-developer-demos Istio Tutorial for Java Microservices](https://github.com/redhat-developer-demos/istio-tutorial)
-- [blog.jetstack.io: Istio OIDC Authentication](https://blog.jetstack.io/blog/istio-oidc/) In this article you'll deploy an app and secure it with authenticaiton and authorisation for using Istio
+- [github: redhat-developer-demos Istio Tutorial for Java Microservices](https://github.com/redhat-scholars/istio-tutorial)
+- [blog.jetstack.io: Istio OIDC Authentication](https://developer.cyberark.com/blog/istio-oidc-authentication//) In this article you'll deploy an app and secure it with authenticaiton and authorisation for using Istio
 - [github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery with Flux v2, Flagger and Istio 🌟](https://github.com/stefanprodan/gitops-istio)
-- [blog.alexellis.io: A bit of Istio before tea-time](https://blog.alexellis.io/a-bit-of-istio-before-tea-time/) In this post you will learn how to set up a full Istio demo running with a public IP directly to your laptop Wirth KinD
+- [blog.alexellis.io: A bit of Istio before tea-time](https://blog.alexellis.io/a-bit-of-istio-before-tea-time//) In this post you will learn how to set up a full Istio demo running with a public IP directly to your laptop Wirth KinD
 
 ### Envoy Service Mesh
 
@@ -259,8 +259,8 @@
 - [medium: Consul-Kubernetes Ingress Gateways and L7 Traffic Management](https://medium.com/hashicorp-engineering/consul-kubernetes-ingress-gateways-and-l7-traffic-management-178957dcd934)
     - [github: Andrew-Klaas/hashi-k8s-demo](https://github.com/Andrew-Klaas/hashi-k8s-demo)
 - [medium: Kittens-as-a-Service: Layer 7 Traffic Management & Security with Consul Connect](https://medium.com/hashicorp-engineering/kittens-as-a-service-layer-7-traffic-management-security-with-consul-connect-f5965fac5aa)
-- [learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube 🌟](https://learn.hashicorp.com/tutorials/consul/kubernetes-minikube?in=consul/kubernetes)
-- [consul.io: Ingress Gateways on Kubernetes 🌟](https://www.consul.io/docs/k8s/connect/ingress-gateways)
+- [learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube 🌟](https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes)
+- [consul.io: Ingress Gateways on Kubernetes 🌟](https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s)
 
 ### Kubernetes Network Policy Samples
 
@@ -268,10 +268,10 @@
 
 ### Rancher
 
-- [Deploy a Rancher Cluster with GitLab CI and Terraform](https://rancher.com/blog/2020/deploy-with-gitlab-ci)
+- [Deploy a Rancher Cluster with GitLab CI and Terraform](https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and-terraform/)
 - [cncf.io: Implementing GitOps on Kubernetes Using K3s, Rancher, Vault and Argo CD](https://www.cncf.io/blog/2020/11/12/implementing-gitops-on-kubernetes-using-k3s-rancher-vault-and-argo-cd/)
 - [stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices for Cluster Setup 🌟](https://www.stackrox.com/post/2021/01/part-1-rancher-kubernetes-engine-rke-security-best-practices-for-cluster-setup)
-- [thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane](https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane/)
+- [thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane](https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane//)
 
 ### GitOps Workflow with Flux
 
@@ -284,11 +284,11 @@
 - [eksworkshop.com](https://eksworkshop.com/ )
 - [eksworkshop.com/x-ray/microservices](https://eksworkshop.com/x-ray/microservices/)
 - [eksworkshop.com: Configure Cluster Autoscaler (CA)](https://eksworkshop.com/scaling/deploy_ca/)
-- [aws.amazon.com: Deploy a kubernetes application](https://aws.amazon.com/getting-started/projects/deploy-kubernetes-app-amazon-eks/)
-- [aws blogs: Git Push to Deploy Your App on EKS](https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube/)
+- [aws.amazon.com: Deploy a kubernetes application](https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html/)
+- [aws blogs: Git Push to Deploy Your App on EKS](https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube//)
 - [medium: create your first application on aws eks kubernetes](https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-cluster-874ee9681293)
 - [dzone: deploying a kubernetes cluster with amazon eks 🌟](https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks)
-- [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://www.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline/)
+- [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline/)
 - [medium: AWS App Mesh with EKS and Canary deployment](https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-5503d9ba95d6)
 - [github.com/stacksimplify/aws-eks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/aws-eks-kubernetes-masterclass)
 - [hbollon/k8s-voting-app-aws](https://github.com/hbollon/k8s-voting-app-aws) Example of a distributed voting app running on Kubernetes. Written in Golang with Terraform definitions to deploy to AWS EKS
@@ -297,9 +297,9 @@
 ### Azure AKS
 
 - [github.com/stacksimplify/azure-aks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/azure-aks-kubernetes-masterclass)
-- [channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics and AKS Periscope](https://channel9.msdn.com/Shows/Azure-Friday/Troubleshoot-AKS-cluster-issues-with-AKS-Diagnostics-and-AKS-Periscope)
-- [trstringer.com: Deploy to AKS from GitHub Actions 🌟](https://trstringer.com/deploy-to-aks-from-github-actions/)
-- [trstringer.com: Deploy to AKS Using a Managed Identity from a GitHub Actions Self-Hosted Runner 🌟](https://trstringer.com/deploy-to-aks-from-github-actions-self-hosted/)
+- [channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics and AKS Periscope](https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope)
+- [trstringer.com: Deploy to AKS from GitHub Actions 🌟](https://trstringer.com/deploy-to-aks-from-github-actions//)
+- [trstringer.com: Deploy to AKS Using a Managed Identity from a GitHub Actions Self-Hosted Runner 🌟](https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted//)
 - [medium.com/bb-tutorials-and-thoughts: How to Build and Deploy MERN Stack on Azure AKS](https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack-on-azure-aks-c25eaf27b9d0) MERN stands for MongoDB, Express, React, Node, after the four key technologies that make up the stack. Express and Node make up the middle (application) tier.
     - You will dockerize the app and push that image to the Azure container registry
     - You will pull the image and deploy it to AKS
@@ -341,8 +341,8 @@
 ### Cloud Native Development Architectural Diagrams Demos
 
 - Cloud-native development is an approach to building and running applications to fully exploit the advantages of the cloud computing model (i.e. responsive, elastic and resilient applications).
-- [Portfolio Architecture](https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops/#/) Workshops for creating impactful architectural diagrams. This workshop will teach you how to use, design, and create architectural diagrams based on the **draw.io** tooling and Red Hat Portfolio Architecture design elelements. You'll leverage existing portfolio architecture diagrams as starting points.
-    - [redhatdemocentral.gitlab.io/portfolio-architecture-tooling](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling/)
+- [Portfolio Architecture](https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops//#/) Workshops for creating impactful architectural diagrams. This workshop will teach you how to use, design, and create architectural diagrams based on the **draw.io** tooling and Red Hat Portfolio Architecture design elelements. You'll leverage existing portfolio architecture diagrams as starting points.
+    - [redhatdemocentral.gitlab.io/portfolio-architecture-tooling](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling//)
     - [gitlab.com: Project Examples](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples)
 
 ## OpenShift Demos
@@ -350,13 +350,13 @@
 
 - [developers.redhat.com: Developing on OpenShift (katacoda interactive learning) 🌟](https://developers.redhat.com/courses/openshift/) Learn how to access an OpenShift cluster, manage apps with the odo command-line tool, then try image and source-based deployment techniques.
 - [github.com/OpenShiftDemos 🌟](https://github.com/OpenShiftDemos)
-- [DockerHub OpenShift Demos](https://hub.docker.com/r/openshiftdemos/)
+- [DockerHub OpenShift Demos](https://hub.docker.com/u/openshiftdemos/)
 - [Red Hat Tutorials & Examples: github.com/redhat-developer-demos 🌟](https://github.com/redhat-developer-demos)
 - [redhatgov.io](http://redhatgov.io) RedHatGov.io is an open source collection of workshop materials that cover various topics relating to Red Hat's product portfolio.
-- [blog.openshift.com: OCP multi-node deployment on **AWS** using CloudFormation and Ansible (quickstart workshop)](https://blog.openshift.com/aws-and-red-hat-quickstart-workshop/)
+- [blog.openshift.com: OCP multi-node deployment on **AWS** using CloudFormation and Ansible (quickstart workshop)](https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop/)
 - [Deploying Docker Images to OpenShift](https://dzone.com/articles/deploying-docker-images-to-openshift) We take a look at how to deploy a Docker image from DockerHub into RedHat's OpenShift environment, bringing added functionality along the way.
 - [SonarQube: An OpenShift-focused Docker build of Sonarqube](https://github.com/OpenShiftDemos/sonarqube-openshift-docker)
-- [Deploying PostgreSQL in MiniShift/OpenShift 3](https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift/)
+- [Deploying PostgreSQL in MiniShift/OpenShift 3](https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift//)
 - [Clustering WildFly on Openshift](http://www.mastertheboss.com/soa-cloud/openshift/clustering-wildfly-on-openshift-using-wildfly-operator)
 - [Java EE example on Openshift](http://www.mastertheboss.com/soa-cloud/openshift/java-ee-example-application-on-openshift)
 - [Microprofile example on Openshift](http://www.mastertheboss.com/soa-cloud/openshift/running-microprofile-applications-on-openshift)
@@ -366,7 +366,7 @@
 - [github.com/openshiftdemos 🌟](https://github.com/openshiftdemos)
 - [github.com/openshift-labs 🌟](https://github.com/openshift-labs)
 - [MapIt](https://github.com/siamaksade/mapit-spring) MapIt is a geo-spatial Spring Boot app which shows the location of AirPorts on the Map using Leaflet.
-- [openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on OpenShift](https://www.openshift.com/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift)
+- [openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on OpenShift](https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift)
 - [github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage Demo](https://github.com/jbossdemocentral/rhpam7-mortgage-demo)
 - [medium: Tutorial : Secure your API with x509 Mutual Authentication with Spring Boot on OpenShift4](https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8)
 - [medium.com: Red Hat OpenShift Virtualization in nested VMware vSphere Cluster](https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware-vsphere-56c5e5d76a80) In this post, I'll go thru the process of running Virtual Machines on OpenShift Virtualization in a nested setup inside VMware vSphere. This requires both ESXi hosts and a VCenter, both on 6.7U3 or up.
@@ -390,7 +390,7 @@
 
 ### OpenShift VS Kubernetes
 
-- [developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes](https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes/) Example exercises to differentiate OpenShift and Kubernetes. Walk through some steps with Red Hat OpenShift on IBM Cloud.
+- [developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes](https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes//) Example exercises to differentiate OpenShift and Kubernetes. Walk through some steps with Red Hat OpenShift on IBM Cloud.
 
 ### IBM Cloud Pak Playbooks and GitOps
 
@@ -400,20 +400,20 @@
 ### Knative
 
 - [knative-tutorial](https://github.com/redhat-developer-demos/knative-tutorial) A pratical guide to get started with knative. Knative concepts are explained simple and easy way with lots of demos and exercises.
-- [aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative](https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative/)
+- [aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative](https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative//)
 
 ### OpenShift Pipelines Workshop (Tekton)
 
 - [Build a Go application using OpenShift Pipelines](https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines/)
-    - [openshift-pipelines-workshop](https://redhat-developer-demos.github.io/openshift-pipelines-workshop/) Workshop to demonstrate OpenShift Pipelines (featuring Tekton)
+    - [openshift-pipelines-workshop](https://redhat-developer-demos.github.io/openshift-pipelines-workshop//) Workshop to demonstrate OpenShift Pipelines (featuring Tekton)
 - [OpenShift Pipelines Catalog](https://github.com/openshift/pipelines-catalog)
 - [systemcraftsman/lab-tekton-pipelines: OpenShift Pipelines workshop](https://github.com/systemcraftsman/lab-tekton-pipelines)
-- [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management](https://www.openshift.com/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management)
+- [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management](https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management)
 - [Set up continuous integration for .NET Core with OpenShift Pipelines](https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines/)
 - [alesnosek.com: CI/CD Pipeline Spanning Multiple OpenShift Clusters (jenkins & tekton)](http://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-openshift-clusters/)
-- [openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift Pipelines](https://www.openshift.com/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines)
+- [openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift Pipelines](https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines)
 - [kailashyogeshwar.medium.com: How we implemented Reusable CI/CD Pipeline using Git and Tekton](https://kailashyogeshwar.medium.com/how-we-implemented-reusable-ci-cd-pipeline-using-git-and-tekton-503bed91975b)
-- [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management to Deploy on Multiple Clusters 🌟](https://www.openshift.com/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters)
+- [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management to Deploy on Multiple Clusters 🌟](https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters)
 - [developers.redhat.com: Getting started with Tekton and Pipelines](https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines/)
 - [developers.redhat.com: Bootstrap GitOps with Red Hat OpenShift Pipelines and kam CLI](https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli) Generate a #GitOps repository using the kam CLI for simple GitOps adoption by bootstrapping Git repositories with opinionated layouts for continuous delivery.
 - [==dev.to: What is Knative Serving? A Friendly Guide==](https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-28f6) In this article you will explore several benefits of Knative Serving:
@@ -426,7 +426,7 @@
 ### OpenShift GitOps (ArgoCD)
 
 - [docs.openshift.com: OpenShift GitOps](https://docs.openshift.com/container-platform/4.8/cicd/gitops/understanding-openshift-gitops.html)
-- [cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift Virtualization](https://cloud.redhat.com/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization)
+- [cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift Virtualization](https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization)
 
 ### ArgoCD
 
@@ -435,17 +435,17 @@
 - [developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 1](https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1/)
     - [developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 2](https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2/)
 - [itnext.io: Deploy Argo CD with Ingress and TLS in Three Steps: No YAML Yak Shaving Required 🌟](https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491)
-    - [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) 🌟](https://app.getambassador.io/)
+    - [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) 🌟](https://blackbird.a8r.io//)
 - [developers.redhat.com: Introduction to Tekton and Argo CD for multicluster development](https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development/)
 - [itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin 🌟](https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05)
 - [youtube: Exploring The Cloud-native Kubernetes CI/CD Pipeline Tool Landscape](https://www.youtube.com/watch?v=5XWwjyikWMQ&feature=emb_logo&ab_channel=Konveyor) In this meetup, we explore the new era of Kubernetes continuous integration continuous deployment pipelines based on a set of fancy tools as Tekton Pipelines, ArgoCD or Helm. We walk through the new DevOps and GitOps technologies landscape and a real demonstration of how these tools work together in order to make developers and system administrators lives easier. [repo1](https://github.com/acidonper/jump-app-gitops) , [repo2](https://github.com/acidonper/jump-app-docs) , [slides](https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbTVoMnVrcVR5Tjl0dlBGWkx2UTZzMHA3N1N3QXxBQ3Jtc0tsZkZrcUpfSzhBX1EzdUtOanRqV3o2WDZpdkhPY0NyODhmbERSQUhROFRPa2pZRC13Q3l0ekQ2MjR1LTIyY254VmhwdHVack1XeDJiRWVBMUl6U3RDRHo3cF9XVDVJRTluLWJFVXNYUjF5OFV4ZlN5SQ&q=https%3A%2F%2Fdocs.google.com%2Fpresentation%2Fd%2F14fSLwfEVpDU-3udMGEW9bQATCAOy0F8b6UOgNgDkD3A%2Fedit%3Fusp%3Dsharing)
 - [blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD](https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5)
 - [vzilla.co.uk: GitOps - Getting started with ArgoCD](https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd)
-- [openshift.com: SSO Integration for the OpenShift GitOps Operator](https://www.openshift.com/blog/sso-integration-for-the-openshift-gitops-operator) This is a demo-heavy blog. Readers of this blog will get an idea about why SSO is important, how OpenShift handles authN/authZ and a step-by-step guide on using Red Hat Single Sign-On(RHSSO) to log in to an Argo CD application.
-- [openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift](https://www.openshift.com/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift)
+- [openshift.com: SSO Integration for the OpenShift GitOps Operator](https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator) This is a demo-heavy blog. Readers of this blog will get an idea about why SSO is important, how OpenShift handles authN/authZ and a step-by-step guide on using Red Hat Single Sign-On(RHSSO) to log in to an Argo CD application.
+- [openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift](https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift)
 - [blog.argoproj.io: Getting started with ApplicationSets](https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0)
 - [piotrminkowski.com: Kubernetes CI/CD with Tekton and ArgoCD 🌟](https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd/)
-- [infracloud.io: Multicluster GitOps with ArgoCD](https://www.infracloud.io/blogs/multicluster-gitops-argocd/)
+- [infracloud.io: Multicluster GitOps with ArgoCD](https://www.infracloud.io/blogs/multicluster-gitops-argocd//)
 - [developers.redhat.com: Managing GitOps control planes for secure GitOps practices 🌟](https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices)
 - [opensource.com: Get started with Argo CD 🌟](https://opensource.com/article/21/8/argo-cd) Argo CD is a simple pull-based GitOps deployment tool that syncs Kubernetes manifest files with a cluster for easy, no-nonsense deployments.
 - [blog.argoproj.io: Getting started with ApplicationSets](https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0)
@@ -453,14 +453,14 @@
 - [==piotrminkowski.com: Continuous Delivery on Kubernetes with Database using ArgoCD and Liquibase==](https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase/)
 - [medium.com/adaltas: GitOps in practice, deploy Kubernetes applications with ArgoCD](https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-with-argocd-ca170ce8aba3)
 - [gokuldevops.medium.com: Argo CD-Sample app deployment](https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279) Argo CD one of the most popular continues deployment tools used in Kubernetes. It is very simple to use and quite powerful. Personally, it is the first tool in my mind when I think of Kubernetes GitOps.
-- [==codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts== 🌟🌟](https://codefresh.io/blog/using-argo-cd-and-kustomize-for-configmap-rollouts/) In this article, you will learn how to automatically rollout ConfigMap changes in your GitOps workflows using Argo CD and Kustomize.
+- [==codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts== 🌟🌟](https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts/) In this article, you will learn how to automatically rollout ConfigMap changes in your GitOps workflows using Argo CD and Kustomize.
 - [medium.com/@martin.hodges: Spring Boot CI/CD on Kubernetes using Terraform, Ansible and GitHub: Part 12](https://medium.com/@martin.hodges/use-terraform-ansible-and-github-actions-to-automate-running-your-spring-boot-application-on-e82424da828e)
-- [mrcloudbook.com: Automating Tetris Deployments: DevSecOps with ArgoCD, Terraform, and Jenkins for Two Game Versions](https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions/)
-- [mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD](https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd/)
+- [mrcloudbook.com: Automating Tetris Deployments: DevSecOps with ArgoCD, Terraform, and Jenkins for Two Game Versions](https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions//)
+- [mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD](https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd//)
 
 ### GitLab Pipelines on OpenShift
 
-- [openshift.com: Building GitLab Pipelines on OpenShift](https://www.openshift.com/blog/building-openshift-pipelines-with-gitlab)
+- [openshift.com: Building GitLab Pipelines on OpenShift](https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab)
 
 ### Deploying Web Applications with Eclipse JKube (formerly known as Fabric8 Maven Plugin)
 
@@ -471,26 +471,26 @@
 
 ### Monitoring Services with OpenShift ServiceMesh
 
-- [Monitoring Services like an SRE in OpenShift ServiceMesh](https://www.openshift.com/blog/monitoring-services-like-an-sre-in-openshift-servicemesh)
+- [Monitoring Services like an SRE in OpenShift ServiceMesh](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh)
 
 ### Red Hat Migration Toolkit for Applications
 
 - [Migration Toolkit for Applications: Getting Started](https://developers.redhat.com/products/mta/getting-started)
-- [Migration Toolkit for Applications Demo - June 2020](https://youtu.be/mRCz6Jl0Ds8) Migraiton Toolkit from Applications by Red Hat can help you migrate and/or modernize your applications by analyzing them and finding isses such as use of proprietary classes or behaviousr that are not conformant with 12factor app, in order to help you modernize your app portfolio and make it more cloud & container friendly.
+- [Migration Toolkit for Applications Demo - June 2020](https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be) Migraiton Toolkit from Applications by Red Hat can help you migrate and/or modernize your applications by analyzing them and finding isses such as use of proprietary classes or behaviousr that are not conformant with 12factor app, in order to help you modernize your app portfolio and make it more cloud & container friendly.
 
 ### Red Hat Advanced Cluster Management RHACM. Red Hat’s Hybrid And Multi-Cloud Platform
 
-- [openshift.com: Applications Here, Applications There! - Part 3 - Application Migration](https://www.openshift.com/blog/applications-here-applications-there-part-3-application-migration)
+- [openshift.com: Applications Here, Applications There! - Part 3 - Application Migration](https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration)
 - [Advanced Cluster Management Demos](https://www.youtube.com/playlist?list=PLbMP1JcGBmSFA56rykbH2fg1F9Tozk4of) Want to manage Kubernetes clusters at scale? Struggle with Application Lifecycle? Need to ensure Security and Compliance policies across clusters? Check out these demos of Red Hat Advanced Cluster Manager (RHACM).
 - [redhat.com: ACM Ansible Integration Overview](https://www.redhat.com/en/about/videos/acm-ansible-integration-overview)
-- [opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity of Kubernetes Resources with Signature](https://www.openshift.com/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature)
-- [cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster Management - Customize the Grafana Dashboard](https://cloud.redhat.com/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard)
+- [opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity of Kubernetes Resources with Signature](https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature)
+- [cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster Management - Customize the Grafana Dashboard](https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard)
 
 ### OKD
 
 - [medium.com: Installing an OKD 4.5 Cluster](https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631cbee)
     - [itnext.io: Guide: Installing an OKD 4.5 Cluster](https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee)
-- [openshift.com: Recap: OKD 4 Testing and Deployment Workshop - Videos and Additional Resources](https://www.openshift.com/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources?utm_source=thenewstack&utm_medium=twitter&utm_campaign=platform)
+- [openshift.com: Recap: OKD 4 Testing and Deployment Workshop - Videos and Additional Resources](https://www.redhat.com/en/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources?utm_source=thenewstack&utm_medium=twitter&utm_campaign=platform)
 
 ### Helm demos
 
@@ -503,7 +503,7 @@
 
 ### Customized Reports with Metering Operator (monitoring k8s resources)
 
-- [Writing Customized Reports Using Metering Operator](https://www.openshift.com/blog/writing-customized-reports-using-metering-operator)
+- [Writing Customized Reports Using Metering Operator](https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator)
 
 ### Red Hat AMQ Streams (Kafka)
 
@@ -516,7 +516,7 @@
 
 ## Jenkins Demos
 
-- [bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes on aws](https://bitbucket.org/blog/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws )
+- [bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes on aws](https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws)
 - Medium.com - Simple Spring Boot microservice deployed in Kubernetes using Docker and Nexus 🌟:
     - [Part 1](https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-1-b581e3ca8916)
     - [Part 2](https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-2-25dc2a3982cf)
@@ -524,30 +524,30 @@
 - [medium.com/@devml2016: Let’s Start Automation using Jenkins, Docker, GitHub](https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github-d5f8d019ec4a)
 - [developers.redhat.com: An easier way to create custom Jenkins containers](https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers) Create your own custom Jenkins container image by aggregating readily available containers in a pod template.
 - [medium: Just commit your code and your docker server is ready (jenkins + github + docker)](https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docker-d66a817774be)
-- [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.lambdatest.com/blog/jenkins-pipeline-tutorial/)
+- [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.testmuai.com/blog/jenkins-pipeline-tutorial//)
 - [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins/)
-- [cloudogu/jenkinsfiles 🌟🌟🌟](https://github.com/cloudogu/jenkinsfiles) This project contains examples for the [Jenkins pipeline plugin](https://jenkins.io/solutions/pipeline/), comparing both declarative and scripted syntax. The examples were developed while working on an article series called Coding Continuous Delivery published in [Java aktuell](http://www.ijug.eu/java-aktuell/das-magazin.html). Both English translation and German original can be found on the [Cloudogu Blog](https://cloudogu.com/en/blog).
-- [aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and consume Python artifacts](https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact/)
-- [github.com/monodot/pipeline-library-demo 🌟](https://github.com/monodot/pipeline-library-demo) Demonstrates how to use a Shared Library in Jenkins pipelines. This repository defines a single function, sayHello, which will echo a greeting.
+- [cloudogu/jenkinsfiles 🌟🌟🌟](https://github.com/cloudogu/jenkinsfiles) This project contains examples for the [Jenkins pipeline plugin](https://www.jenkins.io/solutions/pipeline//), comparing both declarative and scripted syntax. The examples were developed while working on an article series called Coding Continuous Delivery published in [Java aktuell](http://www.ijug.eu/java-aktuell/das-magazin.html). Both English translation and German original can be found on the [Cloudogu Blog](https://platform.cloudogu.com/en/blog/).
+- [aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and consume Python artifacts](https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact//)
+- [github.com/monodot/pipeline-library-demo 🌟](https://github.com/tutorialworks/pipeline-library-demo) Demonstrates how to use a Shared Library in Jenkins pipelines. This repository defines a single function, sayHello, which will echo a greeting.
 - [piotrminkowski.com: Continuous Integration with Jenkins on Kubernetes 🌟](https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes/)
 - [youtube: Simple DevOps Project | Publish Android APK to App Center | Beginner Pipeline](https://www.youtube.com/watch?v=KgH0QzMHXLs)
-- [lambdatest.com: Comprehensive Guide To Jenkins Declarative Pipeline [With Examples] 🌟](https://www.lambdatest.com/blog/jenkins-declarative-pipeline-examples/)
+- [lambdatest.com: Comprehensive Guide To Jenkins Declarative Pipeline [With Examples] 🌟](https://www.testmuai.com/blog/jenkins-declarative-pipeline-examples//)
 - [medium: DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1 🌟](https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057a31b5297) How to set up Jenkins and CI/CD pipelines using GitHub?
     - [medium: Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 2 🌟](https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernetes-github-part-2-cbb6c366aa41) How To Configure Jenkins To Build Your CI CD Pipeline?
 - [developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat OpenShift 4 🌟](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4)
-- [devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster 🌟](https://devopscube.com/jenkins-build-agents-kubernetes/)
+- [devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster 🌟](https://devopscube.com/jenkins-build-agents-kubernetes//)
 - [medium: Deploy Docker Image To Kubernetes Cluster Using Jenkins 🌟](https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins-8182cc0a8de7) This article explains the complete DevOps pipeline setup from creating project to deploying the Docker image to Kubernetes cluster using Jenkins.
 - [igorzhivilo.com: How To Read Vault’s Secrets from Jenkin’s Declarative Pipeline 🌟 [ARCHIVED]]( http://web.archive.org/web/20231213032046/https://igorzhivilo.com/jenkins/how-to-read-vault-secrets-from-declarative-pipeline//)
 - [simplilearn.com: What is CI/CD Pipeline and How to Implement it Using Jenkins?](https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline)
 - [youtube: CI CD Pipeline Using Jenkins | Continuous Integration and Deployment using Azure Devops | K21Academy](https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy)
-- [lambdatest.com: How To Create Jenkins Multibranch Pipeline 🌟](https://www.lambdatest.com/blog/how-to-create-jenkins-multibranch-pipeline)
+- [lambdatest.com: How To Create Jenkins Multibranch Pipeline 🌟](https://www.testmuai.com/blog/how-to-create-jenkins-multibranch-pipeline/)
 - [faun.pub: [DevOps] Create your first CI/CD pipeline!!](https://faun.pub/devops-create-your-first-ci-cd-pipeline-ed054ba1404f) A CI/CD pipeline is a series of steps that must be performed in order to deliver a new version of software.A CI/CD pipeline introduces monitoring and automation to improve the process of application development, particularly at the integration and testing phases, as well as during delivery and deployment. Although it is possible to manually execute each of the steps of a CI/CD pipeline, the true value of CI/CD pipelines is realized through automation.
 - [lakshaws.medium.com: CI/CD Pipeline for Dockerized Applications](https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821812) Kubernetes is becoming de-facto standard for containerized applications and it is important to be aware and get yourself familiarized with of CI/CD Pipeline for Dockerized Applications. I have created the CI/CD Pipeline Using AWS, Jenkins and EKS as major components.
 - [github.com/arun-gupta/docker-jenkins-pipeline: Docker + Java + Jenkins Pipeline](https://github.com/arun-gupta/docker-jenkins-pipeline) Devops for Java EE
 
 ### Jenkins Declarative Pipelines with OpenShift
 
-- [github.com/openshift: Using Jenkins Declarative Pipelines with OpenShift 🌟](https://github.com/openshift/origin/tree/master/examples/jenkins/pipeline)
+- [github.com/openshift: Using Jenkins Declarative Pipelines with OpenShift 🌟](https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline)
 - [github.com/gnunn1/openshift-basic-pipeline](https://github.com/gnunn1/openshift-basic-pipeline)
 - [github.com/deweya/OpenShift-Jenkins-Lab](https://github.com/deweya/OpenShift-Jenkins-Lab)
 - [Red Hat CodeReady Containers (Minishift equivalent for OpenShift 4.2 or newer) - step-by-step demo guides](https://github.com/marcredhat/crcdemos)
@@ -556,18 +556,18 @@
 
 ### OpenShift Pipelines with S2i and Jenkins Blue Ocean
 
-- [OpenShift Pipelines with Jenkins Blue Ocean 🌟](https://www.openshift.com/blog/openshift-pipelines-jenkins-blue-ocean)
+- [OpenShift Pipelines with Jenkins Blue Ocean 🌟](https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean)
 - [github.com/siamaksade/jenkins-blueocean](https://github.com/siamaksade/jenkins-blueocean) Jenkins Blue Ocean for OpenShift Jenkins S2I
 
 ### Jenkins Configuration as Code on Kubernetes
 
 - [Demo of Jenkins Configuration-As-Code with Docker and Groovy Hook Scripts (java11-support branch) 🌟🌟](https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support)
 - [Configuration as Code of Jenkins (for Kubernetes) 🌟🌟](https://github.com/figaw/configuration-as-code-jenkins-k8s)
-- [Jenkins Configuration as Code on Kubernetes 🌟](https://github.com/redhatspain/jenkins-CasC-kubernetes-demo) A Codecentric/Jenkins Helm 3 Sample Chart on Digital Ocean Kubernetes with Spring Petclinic Demo Pipeline
+- [Jenkins Configuration as Code on Kubernetes 🌟](https://github.com/nubenetes/jenkins-CasC-kubernetes-demo) A Codecentric/Jenkins Helm 3 Sample Chart on Digital Ocean Kubernetes with Spring Petclinic Demo Pipeline
 
 ### From Jenkins Freestyle jobs to Pipeline, with JobDSL. Seed jobs
 
-- [Meetup event: From Freestyle jobs to Pipeline, with JobDSL](https://www.meetup.com/Jenkins-online-meetup/events/270600737/)
+- [Meetup event: From Freestyle jobs to Pipeline, with JobDSL](https://www.meetup.com/jenkins-online-meetup/events/270600737//)
     - Manually managing Jenkins jobs is painful. Jenkins Pipeline exists, but how do you get started and why should you bother in the first place? Journey with Nicolaj, as he talks about the pains of managing a manually configured job in Jenkins; converts a Freestyle Job to JobDSL, instantly; introduces mechanisms for adding the jobs to Jenkins, as code; and ultimately converts the job to a Jenkins Pipeline!
     - Just like last time, in the talk “Configuration as Code of Jenkins (for Kubernetes),” you’ll see plenty of live demos and get to take home all the code and examples afterwards. Use it as the starting point for taking advantage of the Configuration as Code (CasC) that everyone is talking about, and hopefully it will save you a lot of headache in the future!
     - Agenda:
@@ -580,11 +580,11 @@
     - [Demo repository 🌟🌟🌟](https://github.com/figaw/freestyle-to-pipeline-jenkins)
 - Links of interest provided in the event:
     - [Continuation Passing Style (CPS)](https://github.com/cloudbees/groovy-cps) is a style of programming in which the remainder of the program is passed explicitly as a parameter, as opposed to that being handled implicitly represented as call stack.
-        - [Jenkins Pipeline execution engine based on Continuation Passing Style (CPS) transformation of Groovy scripts. DSL Methods:](https://jenkinsci.github.io/job-dsl-plugin/#plugin/workflow-cps):
-            - [cps](https://jenkinsci.github.io/job-dsl-plugin/#method/javaposse.jobdsl.dsl.helpers.workflow.WorkflowDefinitionContext.cps): WorkflowDefinitionContext
-            - [cpsScm](https://jenkinsci.github.io/job-dsl-plugin/#method/javaposse.jobdsl.dsl.helpers.workflow.WorkflowDefinitionContext.cpsScm): WorkflowDefinitionContext
-        - [Defines a Groovy CPS DSL definition: pipelineJob definition cps script](https://jenkinsci.github.io/job-dsl-plugin/#path/pipelineJob-definition-cps-script)
-    - [Jenkins CLI](https://www.jenkins.io/doc/book/managing/cli/)
+        - [Jenkins Pipeline execution engine based on Continuation Passing Style (CPS) transformation of Groovy scripts. DSL Methods:](https://jenkinsci.github.io/job-dsl-plugin//#plugin/workflow-cps):
+            - [cps](https://jenkinsci.github.io/job-dsl-plugin//#method/javaposse.jobdsl.dsl.helpers.workflow.WorkflowDefinitionContext.cps): WorkflowDefinitionContext
+            - [cpsScm](https://jenkinsci.github.io/job-dsl-plugin//#method/javaposse.jobdsl.dsl.helpers.workflow.WorkflowDefinitionContext.cpsScm): WorkflowDefinitionContext
+        - [Defines a Groovy CPS DSL definition: pipelineJob definition cps script](https://jenkinsci.github.io/job-dsl-plugin//#path/pipelineJob-definition-cps-script)
+    - [Jenkins CLI](https://www.jenkins.io/doc/book/managing/cli//)
     - [How to create initial "seed" job](https://github.com/jenkinsci/configuration-as-code-plugin)
     - [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework)
     - [Jenkins Pipeline Unit testing framework](https://github.com/jenkinsci/JenkinsPipelineUnit)
@@ -592,7 +592,7 @@
     - [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager)
     - Jenkins Configuration as Code:
         - [Configuration as Code of Jenkins (for Kubernetes) 🌟](https://github.com/figaw/configuration-as-code-jenkins-k8s)
-        - [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code users](https://www.jenkins.io/events/online-hackfest/2020-uiux/) It improves the modifying Web UI configuration controls to support the read-only mode.
+        - [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code users](https://www.jenkins.io/events/online-hackfest/2020-uiux//) It improves the modifying Web UI configuration controls to support the read-only mode.
     - Plugins:
         - [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin/) This plugin gives you the possibility to analyze the usage of your installed plugins.
         - [Pipeline as YAML (Incubated) 🌟](https://plugins.jenkins.io/pipeline-as-yaml/)
@@ -600,8 +600,8 @@
         - [Least Load](https://plugins.jenkins.io/leastload/) This plugin overrides the default Load Balancer behavior and assigns jobs to nodes with the least load
         - [Declarative Pipeline Migration Assistant](https://plugins.jenkins.io/declarative-pipeline-migration-assistant/)
     - Jenkins Job DSL:
-        - [Jenkins Job DSL API 🌟](https://jenkinsci.github.io/job-dsl-plugin/)
-            - [mavenJob](https://jenkinsci.github.io/job-dsl-plugin/#path/mavenJob)
+        - [Jenkins Job DSL API 🌟](https://jenkinsci.github.io/job-dsl-plugin//)
+            - [mavenJob](https://jenkinsci.github.io/job-dsl-plugin//#path/mavenJob)
         - [Example of a pipeline with parameters](https://github.com/polarpoint-io/groovy-jenkins-pipelines/blob/master/jobs/parameterisedPipelines.groovy)
     - [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library) Collection of custom steps and variables for our Jenkins instance(s)
 
@@ -623,10 +623,10 @@
 
 ### SDKMAN
 
-- [SdkMan](https://sdkman.io/) is a tool for managing parallel versions of multiple Software Development Kits on most Unix based systems. It provides a convenient Command Line Interface (CLI) and API for installing, switching, removing and listing Candidates. Formerly known as **GVM** the **Groovy enVironment Manager**, it was inspired by the very useful [RVM](https://rvm.io/) and [rbenv](https://github.com/sstephenson/rbenv) tools, used at large by the Ruby community.
-- [Using Jenkins Pipeline parallel stages to build Maven project with different JDKs](https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks/)
+- [SdkMan](https://sdkman.io/) is a tool for managing parallel versions of multiple Software Development Kits on most Unix based systems. It provides a convenient Command Line Interface (CLI) and API for installing, switching, removing and listing Candidates. Formerly known as **GVM** the **Groovy enVironment Manager**, it was inspired by the very useful [RVM](https://rvm.io/) and [rbenv](https://github.com/rbenv/rbenv) tools, used at large by the Ruby community.
+- [Using Jenkins Pipeline parallel stages to build Maven project with different JDKs](https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks//)
 - **Demo:** A single Jenkinsfile, a Java Maven project, a single Dockerfile, multiple Java versions build and tested in parallel thanks to SDKMAN:
-    - [Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide 🌟](https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide/)
+    - [Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide 🌟](https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide//)
     - [Multiple Java versions in a single Jenkins Pipeline using Docker and SDKMAN 🌟](https://www.youtube.com/watch?v=j1lH3vOhucw) In this video, I show you how you can use Jenkins Declarative Pipeline to create a build pipeline that compiles the Maven Java project using three different Java versions (8, 11, and 15.) You will learn how to use a matrix section of the Jenkins Pipeline to define parallel stages, as well as how to create a Docker image that provides both Java and Maven using the powerful SDKMAN command-line tool. After watching this video you should feel comfortable with setting up multiple parallel stages to build your Java project using different versions of the compiler. And what is most important - it does not require creating Dockerfiles for each Java version. I will show you how to build the pipeline using just a single Dockerfile that does the job.
     - [Jenkins Pipeline Maven build demo](https://github.com/wololock/jenkine-pipeline-maven-demo/tree/sdkman)
 
@@ -654,31 +654,31 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 
 ### Monitoring Jenkins with Grafana
 
-- [Mostrando resultados de Jenkins en Grafana mediante InfluxDB 🌟](https://enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb/)
+- [Mostrando resultados de Jenkins en Grafana mediante InfluxDB 🌟](https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb//)
 
 ## Jenkins X
 
-- [blog.testproject.io: Jenkins X Cloud Native CI/CD with TestProject](https://blog.testproject.io/2020/07/09/jenkins-x-cloud-native-ci-cd-with-testproject/)
-- [Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS](https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks/)
+- [blog.testproject.io: Jenkins X Cloud Native CI/CD with TestProject](https://blog.testproject.io/jenkins-x-cloud-native-ci-cd-with-testproject//)
+- [Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS](https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks//)
 
 ## Spinnaker
 
-- [Demo/Evaluation Installations](https://spinnaker.io/setup/quickstart/)
+- [Demo/Evaluation Installations](https://spinnaker.io/docs/setup/install//)
 - [wardviaene/advanced-kubernetes-course/spinnaker 🌟](https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker)
 - [imperialwicket/spinnaker-demo](https://github.com/imperialwicket/spinnaker-demo)
 - [codeburst.io: Spinnaker by Example: Part 1](https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689)
 - [codeburst.io: Spinnaker by Example: Part 2](https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf)
 - [codeburst.io: Spinnaker by Example: Part 3](https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce)
 - [dzone: Continuous Deployment on Kubernetes With Spinnaker](https://dzone.com/articles/continuous-deployment-on-kubernetes-with-spinnaker) In this article, learn how to setup Spinnaker and integrate it with Gitlab CI and Jenkins to build and run CI and CD pipelines.
-- [armory.io: How to Set Up Liquibase in Spinnaker](https://www.armory.io/blog/how-to-set-up-liquibase-in-spinnaker/)
-- [armory.io: Build a Deployment Pipeline with Spinnaker on Kubernetes](https://www.armory.io/blog/build-a-deployment-pipeline-with-spinnaker-on-kubernetes/)
+- [armory.io: How to Set Up Liquibase in Spinnaker](https://www.harness.io/products/continuous-delivery/)
+- [armory.io: Build a Deployment Pipeline with Spinnaker on Kubernetes](https://www.harness.io/products/continuous-delivery/)
 - [hackernoon: Using Spinnaker with Kubernetes for CI/CD](https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9)
-- [amazon.com: Declarative provisioning of AWS resources with Spinnaker and Crossplane](https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane/)
-- [armory.io: Git Pull Support in Spinnaker](https://www.armory.io/blog/git-pull-support-in-spinnaker)
+- [amazon.com: Declarative provisioning of AWS resources with Spinnaker and Crossplane](https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane//)
+- [armory.io: Git Pull Support in Spinnaker](https://www.harness.io/products/continuous-delivery)
 
 ## Nexus3 on Kubernetes
 
-- [Proof of Concept: Nexus3 Chart configuration on Kubernetes](https://github.com/redhatspain/nexus3-helm-chart) A choerodon/nexus3 Helm 3 Sample Chart on Digital Ocean Kubernetes
+- [Proof of Concept: Nexus3 Chart configuration on Kubernetes](https://github.com/nubenetes/nexus3-helm-chart) A choerodon/nexus3 Helm 3 Sample Chart on Digital Ocean Kubernetes
 
 ## GitLab
 
@@ -692,13 +692,13 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 - [spring-petclinic.github.io](https://spring-petclinic.github.io)
     - [spring-petclinic.github.io Docs](https://spring-petclinic.github.io/docs/resources.html)
 - [github.com/spring-projects/spring-petclinic](https://github.com/spring-projects/spring-petclinic)
-    - [gitlab.beuth-hochschule.de](https://gitlab.beuth-hochschule.de/s70178/petclinic-ansible-jenkins-ci-cd)
+    - [gitlab.beuth-hochschule.de](https://gitlab.beuth-hochschule.de/users/sign_in)
     - [gitlab.comquent.de: Microservices branch](https://gitlab.comquent.de/petclinic/spring-petclinic-microservices)
 - [deors/deors-demos-petclinic jenkinsfile](https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile)
-- [liatrio.com: building with docker using jenkins pipelines](https://www.liatrio.com/blog/building-with-docker-using-jenkins-pipelines)
+- [liatrio.com: building with docker using jenkins pipelines](https://www.liatrio.ai/resources/blog)
 - [stackoverflow: How to define BuildConfig object with Jenkins and openshift
 ](https://stackoverflow.com/questions/52337851/how-to-define-buildconfig-object-with-jenkins-and-openshift)
-- [cloudogu.com: CD with Jenkins, Nexus and cloudogu](https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces)
+- [cloudogu.com: CD with Jenkins, Nexus and cloudogu](https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces/)
 - [experfy.com e-learning: Effective Jenkins - Continuous Delivery and Continuous Integration](https://www.experfy.com/training/courses/effective-jenkins-continuous-delivery-and-continuous-integration)
 - [github.com/redhat-developer-demos/spring-petclinic 🌟](https://github.com/redhat-developer-demos/spring-petclinic)
 - https://github.com/Azure-Samples/spring-petclinic-microservices
@@ -713,16 +713,16 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 
 ### PetClinic on Kubernetes
 
-- [github.com/spring-petclinic/spring-petclinic-kubernetes 🌟](https://github.com/spring-petclinic/spring-petclinic-kubernetes)
+- [github.com/spring-petclinic/spring-petclinic-kubernetes 🌟](https://github.com/spring-petclinic/spring-petclinic-cloud)
     - While waiting for a working version, you could check [this fork](https://github.com/odedia/spring-petclinic-microservices)
 - [Spring PetClinic Microservices](https://github.com/spring-petclinic/spring-petclinic-microservices)
     - [Google Cloud Native Spring Boot PetClinic. Spring PetClinic Microservices on GCP 🌟](https://github.com/saturnism/spring-petclinic-gcp) Example Petclinic deployment on Google Cloud Platform into Google Kubernetes Engine with Istio. This is based on [Spring PetClinic Microservices](https://github.com/spring-petclinic/spring-petclinic-microservices).
 - spring-petclinic-microservices renamed to spring-petclinic-cloud 🌟: https://github.com/spring-petclinic/spring-petclinic-cloud
 - [Distributed version of Spring Petclinic built with Spring Cloud 🌟](https://github.com/odedia/spring-petclinic-microservices)
 - [github.com/paulczar/k8s-spring-petclinic](https://github.com/paulczar/k8s-spring-petclinic)
-- [tech.paulcz.net/blog/spring-into-kubernetes-part-1](https://tech.paulcz.net/blog/spring-into-kubernetes-part-1/)
+- [tech.paulcz.net/blog/spring-into-kubernetes-part-1](https://tech.paulcz.net/blog/spring-into-kubernetes-part-1//)
 - [github.com/kohsuke/petclinic Jenkinsfile](https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile)
-- [pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images 🌟](https://pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images/)
+- [pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images 🌟](https://pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images//)
 
 ### PetClinic Docker images
 
@@ -738,7 +738,7 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 
 ### OpenShift.io Samples
 
-- [OpenShift.io Samples 🌟🌟](https://che.openshift.io/dashboard/#/getstarted)
+- [OpenShift.io Samples 🌟🌟](https://workspaces.openshift.com//#/getstarted)
 - [github.com/che-samples](https://github.com/che-samples)
 
 ## AWS Samples (Boilerplates)
@@ -749,15 +749,15 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 - [github.com/aws-samples/aws-customer-playbook-framework 🌟](https://github.com/aws-samples/aws-customer-playbook-framework) This repository provides sample templates for security playbooks against various scenarios when using Amazon Web Services.
 - [aws-samples/serverless-java-frameworks-samples: Lambda demo with common Java application frameworks 🌟](https://github.com/aws-samples/serverless-java-frameworks-samples)
 - [github.com/miztiik/AWS-Demos](https://github.com/miztiik/AWS-Demos)
-- [github.com/aws-samples/aws-training-demo](https://github.com/aws-samples/aws-training-demo)
+- [github.com/aws-samples/aws-training-demo](https://github.com/amazon-archives/aws-training-demo)
 - [==aws-samples/aws-network-hub-for-terraform: Network Hub Account with Terraform==](https://github.com/aws-samples/aws-network-hub-for-terraform) This repository demonstrates a scalable, segregated, secured AWS network for multi-account organizations. Using Transit Gateway to separate production, non-production and shared services traffic, it deploys an advanced AWS networking pattern using centralized ingress and egress behind Network Firewall, centralizes private VPC endpoints to share across all VPCs, and manages IP address allocation using Amazon VPC IPAM.
 - [cyberciti.biz: How to create MySQL user and grant permissions in AWS RDS](https://www.cyberciti.biz/faq/how-to-create-mysql-user-and-grant-permissions-in-aws-rds/)
-- [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://www.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline/)
+- [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline/)
 - [medium: Fetch Application Inventory using Systems Manager](https://medium.com/cloud-techies/application-inventory-using-system-manager-f3eeb75d3279) Get application inventory from each EC2 instance and store it in centralized account S3 bucket. To query the information from s3 bucket, we are integrating Glue, Athena (from another account).
 - [youtube: Build a Music Sharing App with Amazon S3 and AWS Amplify](https://www.youtube.com/watch?v=6W2TuBDaaiI&ab_channel=AliSpittel)
 - [freecodecamp.org: How to Deploy a React App to Production Using Docker and NGINX with API Proxies](https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production/)
 - [itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC) with Debezium, Apicurio, and Kafka Connect on AWS](https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f) Import data from Amazon RDS into Amazon S3 using Amazon MSK, Apache Kafka Connect, Debezium, Apicurio Registry, and Amazon EKS
-- [jfrog.com: 5 Steps to Hosting Your Application on Amazon Cloud Container Service](https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service/)
+- [jfrog.com: 5 Steps to Hosting Your Application on Amazon Cloud Container Service](https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service//)
 - [dzone.com: From Spring Boot Microservices to Lambda Functions 🌟🌟](https://dzone.com/articles/from-java-microservices-to-lambda-functions-a-jour) Get your microservices where they need to be.
 - [==AdminTurnedDevOps/DevOps-The-Hard-Way-AWS==](https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS) **This repository contains free labs for setting up an entire workflow and DevOps environment from a real-world perspective in AWS**
 - [==medium.com/@adrianarba: CI/CD defined through terraform using AWS CodePipeline, AWS CodeCommit, and AWS CodeBuild==](https://medium.com/@adrianarba/ci-cd-defined-through-terraform-using-aws-codepipeline-aws-codecommit-and-aws-codebuild-12ade4d9cfa3)
@@ -772,7 +772,7 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 ## Azure Samples
 
 - [github.com/Azure-Samples 🌟](https://github.com/Azure-Samples) Microsoft Azure code samples and examples in .NET, Java, Python, Node.js, PHP and Ruby
-- [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 1](https://doylestowncoder.com/2021/11/29/building-ci-cd-pipelines-with-azure-data-factory-part-1/)
+- [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 1](https://doylestowncoder.com/blog/building-ci-cd-pipelines-with-azure-data-factory-part-1/)
     - [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 2](https://doylestowncoder.com/2021/12/02/building-ci-cd-pipelines-with-azure-data-factory-part-2/)
     - [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 3](https://doylestowncoder.com/2021/12/05/building-ci-cd-pipelines-with-azure-data-factory-part-3/)
 - [github.com/microsoft: Contoso Traders - Cloud testing tools demo app](https://github.com/microsoft/contosotraders-cloudtesting#contoso-traders---cloud-testing-tools-demo-app) The Contoso Traders app is a sample application showcasing Playwright, Azure Load Testing, Azure Chaos Studio.
@@ -780,15 +780,15 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 ### Azure DevOps Demos. Azure DevOps Pipelines
 
 - [Azure DevOps Demo Generator 🌟](https://azuredevopsdemogenerator.azurewebsites.net/) Azure DevOps Demo Generator helps you create projects on your Azure DevOps Organization with pre-populated sample content that includes source code, work items, iterations, service endpoints, build and release definitions based on a template you choose. The purpose of this system is to simplify working with the [Azure Devops hands-on-labs 🌟](https://www.azuredevopslabs.com/), demos and other education material provided by the Microsoft Azure Marketing team.
-- [Azure DevOps Demo Generator is now open source](https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source/)
-- [Get started creating and populating demo Azure DevOps Services projects](https://docs.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops)
+- [Azure DevOps Demo Generator is now open source](https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source//)
+- [Get started creating and populating demo Azure DevOps Services projects](https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops)
 - [reddit.com: Automate Infrastructure Deployments on Microsoft Azure with Terraform and Jenkins](https://www.reddit.com/r/Terraform/comments/h0tdq3/automate_infrastructure_deployments_on_microsoft/)
-- [docs.microsoft.com: Deploy Spring microservices to Azure](https://docs.microsoft.com/en-us/learn/modules/azure-spring-cloud-workshop)
+- [docs.microsoft.com: Deploy Spring microservices to Azure](https://learn.microsoft.com/en-us/azure/container-apps/)
 - [davidsr.me: Deploy Azure WAF with Terraform and Azure DevOps](https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops/)
 - [==thomasthornton.cloud: A DevOps journey using Azure DevOps==](https://thomasthornton.cloud/2021/12/26/a-devops-journey-using-azure-devops/) - [thomast1906/DevOps-Journey-Using-Azure-DevOps 🌟](https://github.com/thomast1906/DevOps-Journey-Using-Azure-DevOps/tree/main/labs)
-- [lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?](https://www.lambdatest.com/blog/build-ci-cd-pipeline-in-azure-devops/)
+- [lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?](https://www.testmuai.com/blog/build-ci-cd-pipeline-in-azure-devops//)
 - [medium.com/tea-networks: Kubernetes & CI/CD Pipeline](https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535)
-- [==docs.microsoft.com: Create a build pipeline with Azure Pipelines==](https://docs.microsoft.com/en-gb/learn/modules/create-a-build-pipeline/)
+- [==docs.microsoft.com: Create a build pipeline with Azure Pipelines==](https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops/)
 
 ### Azure Demos
 
@@ -802,19 +802,19 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 
 ### Google DevOps Demos. Custom Samples and Cloud Code
 
-- [Terraform Automation Demo using Google Cloud Provider](https://github.com/TerraHubCorp/terraform-google-automation-demo)
+- [Terraform Automation Demo using Google Cloud Provider](https://github.com/tfxor/terraform-google-automation-demo)
 - [cloud.google.com: Follow your org’s app dev best practices with Cloud Code custom samples 🌟](https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides) As an engineering leader, it can be difficult to disseminate best practices to developers in your organization. This is critical, however, as these best practices can be used as a starting point to accelerate the time-to-market for your team’s ideas. Today, we are excited to introduce custom samples in Cloud Code, our family of IDE plugins, helping you easily distribute your best practices directly to your developers’ environments. - [youtube: Getting started with custom samples and Cloud Code](https://www.youtube.com/watch?v=pgjEe44XQf8&ab_channel=GoogleCloudTech)
 
 ### GitOps with Anthos Config Management
 
-- [Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos](https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos/)
-- [Tutorial: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management/)
-- [Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster](https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster/)
+- [Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos](https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos//)
+- [Tutorial: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management//)
+- [Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster](https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster//)
 
 ## SpringBoot Demos
 
-- [javatechonline.com: How To Deploy Spring Boot Application In Docker?](https://javatechonline.com/how-to-deploy-spring-boot-application-in-docker/)
-- [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://tanzu.vmware.com/developer/guides/kubernetes/app-enhancements-spring-k8s/)
+- [javatechonline.com: How To Deploy Spring Boot Application In Docker?](https://javatechonline.com/deploy-spring-boot-docker-spring-boot//)
+- [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://www.vmware.com/products/app-platform/tanzu/)
 - [Salaboy/From Monolith to K8s](https://github.com/Salaboy/from-monolith-to-k8s) Workshop-style guide for rearchitecting a Java Monolith application to a Cloud Native architecture running in Kubernetes
 - [dyser/kubernetes-intro](https://github.com/dsyer/kubernetes-intro)
 - [piomin/sample-spring-microservices-kubernetes: Microservices with Spring Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com 🌟](https://github.com/piomin/sample-spring-microservices-kubernetes) sample spring boot application that uses some features provided by spring cloud kubernetes, spring cloud ribbon and zuul proxy deployed on Kubernetes
@@ -823,7 +823,7 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 ## Quarkus Demos
 
 - [Develop and test a Quarkus client on Red Hat CodeReady Containers with Red Hat Data Grid 8.0](https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0/)
-- [aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus/)
+- [aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus//)
 - [aalmiray/q-cli](https://github.com/aalmiray/q-cli) Sample Quarkus CLI application
 - [piomin/sample-quarkus-serverless-kafka](https://github.com/piomin/sample-quarkus-serverless-kafka) Demo illustrating how to run Quarkus application on Knative Eventing with Kafka and Funqy modules
 - [piotrminkowski.com: Introduction to gRPC with Quarkus](https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus/)
@@ -838,11 +838,11 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 - [dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger tracing](https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj)
 - [ably.com: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably](https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably)
 - [itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot — Revision 1](https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7)
-- [codeopinion.com: Troubleshooting Kafka with 2000 Microservices](https://codeopinion.com/troubleshooting-kafka-with-2000-microservices/)
+- [codeopinion.com: Troubleshooting Kafka with 2000 Microservices](https://codeopinion.com/troubleshooting-kafka-with-2000-microservices//)
 
 ## Apache Camel & ActiveMQ. Event driven integration
 
-- [tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA](https://tomd.xyz/kubernetes-event-driven-keda/)
+- [tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA](https://tomd.xyz/kubernetes-event-driven-keda//)
 - [developers.redhat.com: Modernizing applications with Apache Camel, JavaScript, and Red Hat OpenShift](https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift#)
 
 ## Codeless
@@ -852,23 +852,23 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 ## JBoss EAP
 
 - [developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion pack (JBoss EAP XP) 1.0 released](https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released/) This version enables JBoss EAP developers to build [Java](https://developers.redhat.com/topics/enterprise-java/) microservices using Eclipse MicroProfile 3.3 APIs while continuing to also support Jakarta EE 8.
-- [redhat.com: Getting started with JBoss](https://www.redhat.com/sysadmin/getting-started-jboss) Learn how to set up JBoss EAP and start using it to build, run, deploy, and manage enterprise Java applications.
+- [redhat.com: Getting started with JBoss](https://www.redhat.com/en/blog/getting-started-jboss) Learn how to set up JBoss EAP and start using it to build, run, deploy, and manage enterprise Java applications.
 
 ## Terraform
 
-- [terraform.collabnix.com](https://collabnix.github.io/terraform/) An Ultimate Terraform Hands-on Labs. Get access to 50+ tutorials around Terraform, Kubernetes & Cloud.
+- [terraform.collabnix.com](https://collabnix.github.io/terraform//) An Ultimate Terraform Hands-on Labs. Get access to 50+ tutorials around Terraform, Kubernetes & Cloud.
 - [opensource.com: A guide to Terraform for Kubernetes beginners](https://opensource.com/article/20/7/terraform-kubernetes) Learn how to make a Minikube cluster and deploy to it with Terraform.
 - [medium: Install Istio on Azure Kubernetes cluster using Terraform](https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-using-terraform-214f6d3f611)
-- [brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration](https://brennerm.github.io/posts/setting-up-eks-with-irsa-using-terraform.html)
+- [brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration](https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html)
 - [betterprogramming.pub: Create an Amazon EKS Fargate Cluster and Managed Node Group Using Terraform](https://betterprogramming.pub/with-latest-updates-create-amazon-eks-fargate-cluster-and-managed-node-group-using-terraform-bc5cfefd5773) Serverless clusters and HashiCorp’s Terraform on AWS
-- [azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)](https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform/)
-- [k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo](https://k21academy.com/terraform-iac/terraform-automate-aws-vm/)
+- [azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)](https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform//)
+- [k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo](https://k21academy.com/terraform/terraform-automate-aws-vm//)
 - [fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS](https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d)
 - [StarpTech/k-andy](https://github.com/StarpTech/k-andy) This terraform module will install a High Availability K3s Cluster with Embedded DB in a private network on Hetzner Cloud.
-- [adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS](https://adamtheautomator.com/terraform-aws-rds/)
+- [adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS](https://adamtheautomator.com/terraform-and-aws-rds//)
 - [BishopFox/iam-vulnerable](https://github.com/BishopFox/iam-vulnerable) Use Terraform to create your own vulnerable by design AWS IAM privilege escalation playground. IAM Vulnerable uses the Terraform binary and your AWS credentials to deploy over 250 IAM resources into your selected AWS account. Within minutes, you can start learning how to identify and exploit vulnerable IAM configurations that allow for privilege escalation.
 - [betterprogramming.pub: Automate and Configure Your RDS Database With Terraform 🌟](https://betterprogramming.pub/automate-and-configure-your-rds-database-with-terraform-898fd4b8990d) Execute post-deployment scripts based on your needs
-- [middlewareinventory.com: Terraform Create Multiple EC2 with different Configs – for_each and count together](https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config/)
+- [middlewareinventory.com: Terraform Create Multiple EC2 with different Configs – for_each and count together](https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config//)
 - [the-tech-guy.in: Automating LAMP deployment using Terraform and Ansible](https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-ansible/)
 - [betterprogramming.pub: All Hail the Monolith — Celebrating the Verbosity of the Unified Architecture in Terraform](https://betterprogramming.pub/all-hail-the-monolith-celebrating-the-verbosity-of-the-unified-architecture-in-terraform-81b53e3a03ae)
 - [faun.pub: AWS ECS Blue/Green Deployment Setup Using Terraform](https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656ea)
@@ -878,11 +878,11 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 - [christopher-lawshe.medium.com: Building infrastructure with Terraform: EC2, Jenkins, S3 and more](https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2-jenkins-s3-and-more-4ec30f53a44a)
 - [dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 2 CI/CD](https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h)
 - [==towardsaws.com: How to Deploy Two-Tier AWS Architecture with Terraform?==](https://towardsaws.com/how-to-deploy-two-tier-aws-architecture-with-terraform-59db7b11dd47)
-- [blog.awsfundamentals.com: Using S3 with Terraform](https://blog.awsfundamentals.com/using-s3-with-terraform)
-- [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds) Terraform AWS RDS Provisioning Tutorial
-- [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori](https://techcommunity.microsoft.com/t5/fasttrack-for-azure/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app/ba-p/3885602)
+- [blog.awsfundamentals.com: Using S3 with Terraform](https://awsfundamentals.com/blog/using-s3-with-terraform)
+- [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds/) Terraform AWS RDS Provisioning Tutorial
+- [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602)
 - [mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform: Streamline Your CI/CD Workflow](https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6)
-- [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31/)
+- [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31//)
 - [medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with Terraform and Docker](https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024)
 - [==github.com/venkateshk111/terraform-beginners-guide== 🌟](https://github.com/venkateshk111/terraform-beginners-guide)
 - [==https://github.com/chenjd/terraform-101== 🌟](https://github.com/chenjd/terraform-101) This repository contains a series of examples and exercises designed to help you get started with Terraform. Whether you are a beginner or looking to refresh your skills, you will find valuable resources here to understand the basics of Terraform and its application in real-world scenarios.
@@ -897,18 +897,18 @@ Grab them from here: [awesome-kubernetes/scripts](https://github.com/nubenetes/a
 
 - [linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and GitHub Actions](https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal/)
 - [github.com/major/imagebuilder-containerized](https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml) Image Builder in Github Actions building a CentOS Stream image, uploading it to S3, and importing it into EC2 -- all from within a CentOS Stream container.
-- [docs.microsoft.com: Build and deploy applications to Azure by using GitHub Actions 🌟](https://docs.microsoft.com/en-us/learn/modules/github-actions-cd/)
+- [docs.microsoft.com: Build and deploy applications to Azure by using GitHub Actions 🌟](https://learn.microsoft.com/en-us/training/modules/github-actions-cd//)
 - [itnext.io: Github: Github Actions overview and ArgoCD deployment example](https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832)
 - [debianmaster/actions-k3s](https://github.com/debianmaster/actions-k3s) Github action for spinning up local k3s instance and running kubectl commands
-- [==judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools==](https://judebantony.github.io/cicd-github-action-example/) CICD Using GitHub Action and Harness
+- [==judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools==](https://judebantony.github.io/cicd-github-action-example//) CICD Using GitHub Action and Harness
 - [codeproject.com: Making a Simple Data Pipeline Part 4: CI/CD with GitHub Actions](https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi)
 - [levelup.gitconnected.com: GitOps: CI/CD using GitHub Actions and ArgoCD on Kubernetes](https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on-kubernetes-909d85d37746) Deploying Helm Charts on AWS EKS Cluster using ArgoCD and GitOps.
 - [freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and AWS](https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws/)
-- [nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions](https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-github-actions) In this article, you will learn how to use GitHub Actions to automatically test, build and deploy your Docker images to Kubernetes on every commit to the main branch
+- [nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions](https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions) In this article, you will learn how to use GitHub Actions to automatically test, build and deploy your Docker images to Kubernetes on every commit to the main branch
 - [medium.com/geekculture: GitOps — Github Actions K8s Deploy Workflow](https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a1d11b)
 - [eggboy.medium.com: CI/CD Java apps securely to Azure Kubernetes Service with GitHub Action — Part 1](https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-with-github-action-part-1-16393af4d097)
 - [github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions Monitor and Advisor actions](https://github.com/GitHubSecurityLab/actions-permissions) **GitHub token permissions Monitor and Advisor actions**
-- [thomasthornton.cloud: If, elseif or else in GitHub Actions](https://thomasthornton.cloud/2023/08/11/if-elseif-or-else-in-github-actions/)
+- [thomasthornton.cloud: If, elseif or else in GitHub Actions](https://thomasthornton.cloud/if-elseif-or-else-in-github-actions/)
 - [kaleshreya907.medium.com: GitHub Actions: Netflix Deployment](https://kaleshreya907.medium.com/step2a-install-docker-and-run-sonarqube-container-faa42d01f5fe)
 - [medium.com/@ebonyymonae: Github Actions and Automation](https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64)
 - [levelup.gitconnected.com: GitHub Actions, self-hosted runners on Amazon EKS & spot instances](https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-eks-spot-instances-bc3abcd5d38f) How to spin up ephemeral runners in Kubernetes.