Not sure, but https://exodus-privacy.eu.org/en/ lets you check any app for the presence of trackers. Is that relevant?
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Its more for being able to learn from how they implement the various Kits and technologies to do similar things
not sure what section you mean, but check out jadx: https://github.com/skylot/jadx
Experience in java is recommended.
If anyone else was going to suggest decompiling, ^this is a decompiler.
You can look at some of the documentation to see how at least some of it works.
https://developers.google.com/google-ads/api/docs/start
And here's Matomos analytics
https://matomo.org/guide/apis/
Is that what you're looking for?
Generally speaking it’s not possible to strictly deduce code from its output.
But you can establish a pretty good guess by converting log messages into regexes then using those regexes in github code search.