Follow along with this step-by-step video series as Warren Marusiak, a senior technical evangelist, demonstrates pushing a code change to production using Bitbucket Pipelines CI/CD. You can also refer to the Quick-Start Guides (https://support.atlassian.com/jira-software-cloud/resources/) to set up a similar environment as a sandbox and start building with Atlassian Open DevOps.

To demonstrate how to develop, deploy, and manage applications using Jira Software and various connected tools, our team created ImageLabeller, a simple demo application built on AWS that uses machine learning to apply labels to images.

This video covers how to deploy ImageLabeller with Github. Before you begin, we recommend reading the ImageLabeller architecture (https://support.atlassian.com/jira-software-cloud/docs/imagelabeller-web-service/) and AWS SageMaker setup (https://support.atlassian.com/jira-software-cloud/docs/set-up-the-aws-sagemaker-pre-trained-model/) pages for context.