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Why Complexity is Different (mystudentvoices.com)
109 points by iyeaton 4 days ago | hide | past | web | 5 comments | favorite





Wow that was a great article! Really helped me understand a lot of concepts I was only vaguely familiar with before, thanks.

I admit I was a little surprised that I got to the end and hadn't seen any 'And the reason this is relevant to software is that for your software to be understandable, grokkable, analysable, etc. you need to think about how the details affect the whole' section.

Excellent article nonetheless.


I come up with one for you:

The clear separation of microstates and macrostates in software, through proper abstractions is a key to good software quality.

Unfortunately the lack of abstractions or the prevalence of leaky abstractions, due to bad design and software management practices (e.g. monkey patching) eventually leads many codebases into its critical point. In this critical state small perturbations of microstates (either at development or at runtime) causes unpredictable behavior changes at macroscale level.

So if you ever have wondered why our software quality is worse than the laws of thermodynamics would justify:

Our best physicists are now working on theories based on renormalization groups to exactly describe the expected distribution of blue screens of deaths: To have much better models of how bad our applications are! ;)


This gives a great perspective on complexity. Reminds me a lot of the book An Introduction to General Systems Thinking by Jerry Weinberg. https://www.amazon.com/Introduction-General-Systems-Thinking...

more "Complex Systems" links ( Philosophy of Science )

http://philsci-archive.pitt.edu/view/subjects/chaos-theory.h...




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