# Code Requirements **To ensure the reproducibility of your work, you will need to follow certain guidelines to participate in the competition. These guidelines will also allow our scoring system to run your code in the cloud during the Out-of-Sample period without any issues.** **The guidelines concern:** * Code architecture * Resources consumed by your code, including RAM, CPU, and GPU * Usage of external libraries {% hint style="info" %} Always make sure that your code is properly working using the CrunchDAO code interface, that your code can run under the allowed resources and that the libraries your notebook uses are whitelisted. {% endhint %} --- # 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://docs.adialab.crunchdao.com/requirements/code-requirements.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.