However, you have picked a rather extreme example. And even with the farm wall people have managed early on by experimenting how to arrange them into arrays so they would cling to each other better.
I could take an example of the other extreme: Winemakers and grape growers. They have induced pretty much everything, until recently there hasn't been a real science around any of this. Yet mighty fine wines have been produced even back in the days of the Romans. And whether the science around it really benefited the trade is highly disputed.
But we don't know how ancient tribes found out. It might also have been something like "Oh, look, it holds up better that way".
I think both deduction and Borg have their place. But I bristle at the notion that we should refrain from attempting anything unless we have the science down pat. In my job it's 50:50. When I design a switcher there's lots of sheets of math and stuff, then I draw it up. Clearly the science path you prefer. When I do EMC it's more the opposite, seat of the pants. Without practical experience one typically gets nowhere. There were projects where engineers tried their darndest to calculate EMI effects, using software that cost as much as a nice family sedan. Didn't solve it. Now I don't want to sound arrogant here but 15-25h on my part and the root causes were found. Some initial disbelief at times but then they ran it through the EMC lab one more time and ended up with a nice report of conformity report in hand with the remark "Passed". Typically with very cushy margins.
I hope some day I'll have more time to devote to the more philosophical books. Right now I work in so many new fields that I have to constantly study (mostly ME stuff).