# Opting in to Beta testing You may be asked if your store wants to join our private Beta Testing group at Littledata. We've created this group to make sure we can push the [latest changes for our tracking](https://github.com/littledata/shopify-tracker/blob/beta-testing/CHANGELOG.md) to a select group before we roll out changes to all our customers. By opting in, you should understand you will get all the latest Littledata features faster, but there is a small risk some of your data could be missing or unattributable for up to a week at a time. To reassure you, we do test everything thoroughly before pushing to our Beta customers. This includes code reviews, automated testing, and manual quality assurance testing. Yet there is always a small risk when pushing the boundaries of software development that stuff breaks. We proactively monitor the data destinations for a sample of our Beta customers, and if there's a risk that the data was inaccurate in any way, we will let you know immediately. You can opt in and out of the Beta Testing group at any time by contacting . --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://help.littledata.io/advanced/troubleshooting/opting-in-the-beta-testing.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.