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as part of my day job Iamp;#39;ve analyzed hundreds of different code bases most of them open source but also a lot of preparator and Commercial Code bases and today I want to share some of my observations with you because there are some patterns that I see recur over and over again and those patterns are independent of programming language or technology and I want to do this in a different way because Iamp;#39;m pretty convinced that we as an industry we know what good code looks like we know about the importance of naming testability cohesion and all that other stuff so today I want to go beyond that instead Iamp;#39;m going to start with data analysis because isnamp;#39;t it fascinating the data analysis has become mainstream and the rise of machine learning has taught us how to find patterns in complex phenomenons yet we as developers have never taken those techniques and turn them on ourselves to understand our own behavior and how our code bases grow so thatamp;#39;s
