If you have some randomly failing tests, such as Selenium driver based tests and are using Nunit as testing framework, here is one way to enable automatic re-run of the those failing tests. (Works with Nunit 3+ adding a custom method attribute)
Source: How To Automatically Retry Failed Tests in Nunit – Testing repository