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This might be a bit off-topic, but what do you mean by "TFA"?

…seems kind of unnecessary in this context.

I agree. If I see someone quoting without saying where the quote is from, I assume its from the article by default.

A more polite way to preface a quote like that is 'FTA': From The Article.