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Welcome to AA, Feynman!

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There's no need to remove rocks or plants every time. If they are very dirty, then go ahead and rise them. Doing a 25% water change while vacuuming the gravel every other week sounds good.
My fake plants get a touch of algea, but my pleco takes care of it, or when I can't stand it, I clean it.