You need special care while using Appium in a multithreaded environment. The problem does not rely on the fact of using threads in your tests. You can use them but, you must ensure that no more than one test runs at the same time against the same Appium server. Appium does not support multiple sessions, and unless you have implemented an additional layer on top of it to handle this case, multiple tests might fail.
