So, I've learned that even though I can grow just about anything in the AeroGarden, it doesn't mean I should grow just about anything.
With its shallow basin and relatively low light height (the Harvest Lights only extend to 1 foot instead of more than 2 feet in the more advanced models), the AeroGarden seems to me to be the perfect way to start and maintain plants with similarly shallow root depth.
