Landscaping next to a house’s foundation might look beautiful. Still, it’s a bad idea because flowers, shrubs, etc., need water, which means you’ll add water to the soil around the foundation. This is what you’re trying to avoid.
However, this doesn’t mean you can’t landscape your yard. It just means you shouldn’t plant water-hungry flowers, shrubs, trees, or any other type of vegetation next to your house.