# CI/CD for Panther Content

Panther customers can automate their [detection pipeline](https://docs.panther.com/panther-developer-workflows/detections-repo), work with custom logs via [pantherlog](https://docs.panther.com/panther-developer-workflows/pantherlog), and improve security with a CI/CD workflow. Learn about other non-web application-based workflows in the [Panther Developer Workflows Overview](https://docs.panther.com/panther-developer-workflows/overview).

For information on web application-based workflows to manage your detections and custom logs directly in the Panther Console, see the [Writing and Editing Detections](https://docs.panther.com/detections/rules/python) and [Custom Logs](https://docs.panther.com/data-onboarding/custom-log-types) documentation pages.

To learn how to migrate from Console workflows to CI/CD, see [Migrating to a CI/CD Workflow](https://docs.panther.com/panther-developer-workflows/detections-repo/ci-cd/migrating-to-a-ci-cd-workflow).

Panther's CI/CD documentation walks through setting up a workflow such as the following:

{% hint style="info" %}
Currently, only Python Panther-managed detections are available for you to clone, modify, and upload. YAML Panther-managed detections are planned for a future release.
{% endhint %}

1. Forking or cloning the [panther-analysis](https://github.com/panther-labs/panther-analysis) repo to leverage Panther-managed Python detections.
   * The Python detections in panther-analysis are broadly applicable, and can be customized to ensure that you are receiving only the alerts that are most important to your organization.
   * See [Using panther-analysis](https://docs.panther.com/panther-developer-workflows/detections-repo) for instructions.
2. Pulling updates from panther-analysis to take advantage of new Python detections and other content updates.
   * This process allows you to sync to the upstream panther-analysis repository in order to receive new Python detections and other detection content updates.
   * See [Public Fork](https://docs.panther.com/panther-developer-workflows/detections-repo/setup/deprecated/public-fork) or [Private Clone](https://docs.panther.com/panther-developer-workflows/detections-repo/setup/deprecated/private-cloned-repo) for instructions, depending on your organization's chosen method.
3. Adapting the detections to fit within your CI/CD workflow and uploading them to your Panther Console.
   * See [Deployment workflows using Panther Analysis Tool](https://docs.panther.com/panther-developer-workflows/detections-repo/ci-cd/deployment-workflows) for instructions on using PAT and managing Panther content via CircleCI or GitHub Actions.
   * If you choose to manually upload your content to the Panther Console, see [Uploading content in the Panther Console](https://docs.panther.com/panther-developer-workflows/pat/pat-commands#uploading-content-in-the-panther-console).