It could still be fermenting, just very slowly. Watch your airlock for an extended period of time, chances are you'll see a bubble after a while.
Definitely let it mellow out, I rushed my first batch and slightly regret it, still drinkable but not exactly something to write home about..
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Bloop...Bloop...Bloop...Zzzz :)
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