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by ajdegol
2394 days ago
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Simple systems can indeed be made of complex components; however it is a measure of interconnectedness. The key concept is that we can only hold a finite amount of complexity in our heads at any one time, and so if we can minimise that we can be more efficient and effective. The analogy is a lego castle vs a wool castle. A lego brick is very simple and contained, and from this you can build wonderful structures; in addition if you wish to change out a portion it is easy to do because changing on part of the system (i.e. implementation) doesn't affect the rest so long as the contract between components is maintained. Contrasting: should you pull on a thread in a wool castle it will affect other parts of the castle. A lot of software is like this, which makes it very hard to reason about. |
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One technique is redefining the problem, to smaller or bigger:
Work on only part of a problem, a subset, leaving something out. e.g. git's data model does not represent renames as first class constucts, enabling it to be disproportionately simpler.
Expand the problem, a superset, to integrate lower or higher level or associated parts that aren't usually included. Previously scattered commonalities may then appear, enabling decomposition.