Theories and Experimentation are like ...

Models and Coding.

Many models are good, they let you think of thing in different ways. They don't have any answers - only questions.

Coding is an experiment to see if a model works out. Some are right and some are wrong. And some are good enough for our current understanding.

Don't get hung up on your model (theory) or your code (experiment).