The "timeout error" issue might occur if the context is not closed with the status after invoking the third-party API in the application code.

To avoid this, ensure the Cron function is closed with either context.closeWithSuccess() or context.closeWithFailure() at the end of the function to indicate whether the Cron function executed successfully or not. You can refer to this help documentation for Cron function.