Coincidentally, I've been knee-deep in some problems that I've applied the Cynefin framework to. I'd call this problem "chaotic", where throwing things at the wall might be _more_ effective than working down a suggested or tried-and-true path from an expert. I was pleasantly surprised just a few weeks ago where one of the more junior engineers on my team suggested updating a library - something I hadn't considered at all - to fix an issue we were having. (That library has no changelog; it's proprietary / closed source with no public bug tracker.) Surely enough, they were right, and the problem went away immediately - but I was convinced this was a problem with the data (it was a sporadic type error), not a library problem.