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It sounds from the page that it is Android-source-code specific. Why? Could this work with any source code base?

If my understanding is correct, this only makes sense for codebases that do not fit in memory of a largest build box an organisation can run

I think the page itself answers your question pretty well.

I posted a longer answer to a similar question above, if you're interested. Thanks!