A company leverages a microservices-based infrastructure to handle API calls from its clients. This setup involves the use of AWS API Gateway to filter requests and cache responses. Recently, users have reported encountering 501 error codes when making API requests. As the responsible developer, you need to identify the source of the issue.

Which AWS service would you use to assist in troubleshooting this problem?