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Pure OO, Inversion of Control(IoC) + Dependency Injection(DI) and The Cake Pattern(FP): Whats really matters?

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Software development continues to improve, once you add new languages, design concepts, paradigms(like functional programing) we start having new ways of doing things, so whats really matters? should i change somethings and embrace everything or should i change nothing? In this post i want cover something if you was java developer was the central idea around java development for years. Spring Framework dominate the fields for more than a decade. The real question is not if  you should be using XML or annotations(like Guice ). Either if you should go XML or java Annotations. Thats kind of old discussion, so basically what are the options now a days?