There's a give and take between theory and practice, though thats really not what we're discussing here.

Though the notion that bad theory, uninspected or unquestioned, can lead to bad practice.

Alchemists and astrologers were both exceptionally empirical. Vetruvius's De Archiectura is a fascinating mix of pragmatic advice and really shitty causal explanations.