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What would you start with when you join the project? At first I will understand customer needs, then define the scope and after I will select the automation tools(if the frame is going to be created from scratch). Regarding the customer needs, it may be mobile or web testing, UI or API testing and so on. Regarding scope, I will automate the most common test cases (it is smoke testing) because they are performed very often and their automation gives the greatest profit. So, if test-cases already exist at the project and are ready for automation I will start from them, automate smoke and then regression. If test-case do not exist, I will define the automation scope by myself and also ask for advice from the team. Most likely this person will be a product owner or business analyst. Then, I need to understand what tools I should use and get familiar with the frame if it already exists. There are different factors. At first, what kind tests I need to implement - e.g. API or UI. For implementation of API test I will select the same language that the project is based on. In case of UI automation I will select a tool based on technology at the front end.