Do you need to build your own auth for apps?

I’ve seen a lot of developers asking questions like “Should I build my own auth for my app?”. While the answer cannot be a simple "Yes" or "No", I’d like to write an article to breakdown the implementation and demonstrate the pros and cons to help you decide.