One thing to add that I haven’t seen is that for big projects, there’s often nobody that could understand it all. People either get their individual components it they understand how stuff interacts, it’s very rarely expected that new people in the project, even if very experienced, can just understand everything at once.
What you said that maintainers know every single fob is very frequently not the case at all! But since they get the big picture, they know in which part to look, and with their experience, they’ll know what to look for in that part, it may seem to you like magic. It’s not, it’s just experience.
Don’t get discouraged though!
Getting into big open source projects as a junior -level can be difficult, but often isn’t that hard - a lot of projects often need help and will take anything they can get. And if your experience already partially aligns with what you’re getting into, even better. If you reach out and be upfront about it, you’ll usually get pointed in some way.
Now, you seem to only have worked on your own, with smaller code bases. That means, you don’t have a problem of code organisation. So you can’t understand a solution if you don’t know what the problem is.
So how would you go about it?
My suggestion is to maybe get the. 10,000ft overview. Also, understand the project workflow. Projects usually have specific ways of doing things - how to build, test, run things. Try to figure out how to build and run the software on your own. If you make it, that’s a great step!
Then dig into one specific component/module/part. After a bit of study, you may be able to understand that component and find a simple thing that you can change about it. If you get this far you’re golden, you’re doing more then a majority of users that software.
Now if you’re interested, you can dig more, or reach out to devs, saying what your experience is and how far you got, and ask them if you can help. And take it from there.