[Trillium]

....but ignorant logic says theres only so much plant food in the mud you put in the pot, and once its gone, its gone.

Which is why you must constantly feed the soil with any combination of manure tea, compost, comfrey tea, blood and bonemeal, handful of organic fertilizer, etc. You're replenishing what the plant uses.