You can easily use Polyaxon in your Jenkins pipelines.

Starting with Jenkins Pipeline versions 2.5 and higher, Jenkins Pipeline has built-in support for interacting with Docker from within a Jenkinsfile.

Polyaxon as a Jenkins Pipeline stage

pipeline {
    agent {
        docker { image 'polyaxon:polyaxon-cli:1.x.x' }
    }
    stages {
        stage('Submit') {
            steps {
                sh 'polyaxon run -f path/to/polyaxonfile'
            }
        }
    }
}

Tip: Polyaxon provides a native DAG runtime for managing your operations dependencies in a simple and efficient way.