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GitLab

GitLab Microk8s >1.24 certificate based integration

GitLab Microk8s >1.24 certificate based integration thumbnail
With newer versions of Microk8s, its GitLab integration changes slightly. Here are the key differences
KubernetesMicrok8sTutorialsGitLab

GitLab CI Microk8s integration

GitLab CI Microk8s integration thumbnail
GitLab provides Kubernetes integration out of the box, which means that GitLab CI/CD Pipelines can be used to deploy applications in Kubernetes easily. This guide presents how to integrate a Kubernetes cluster in a GitLab Project and follows Gitlab documentation. For this particular case, the cluster will be that of a Microk8s Kubernetes distribution.
Microk8sGitLabTutorialsKubernetes

Reducing GitLab memory consumption

The memory consumption of GitLab can be reduced slightly by turning prometheus monitoring off:
GitLab

Gitlab CI dealing with credentials

GitLab can automatically dockerize applications using the appropriate CI configuration. However, for obvious security reasons, it is bad practice to include credentials in a git repository. Consequently, the CI pipeline is by default not in a position to include credentials in the dockerized application, which most likely prevents the latter from running as intended.
GitLabTutorials

Gitlab CI commands for TF serving

This is an example .gitlab-ci.yml file which can be used to containerize and deploy a tensorflow model
TensorFlowKubernetesGitLabDocker

GitLab CI

GitLab CI is a feature of GitLab that allows users to have actions triggered upon pushing a repository to it's remote. For example, it can be used to execute all tests defined in the code, containerize the application and deploy it. A popular alternative to GitLab CI is Jenkins.
GitLabDevOps