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However, it's very likely that the majority of the software architecture diagrams you've seen are a confused mess of boxes and lines.

Software architecture diagrams are a fantastic way to communicate how you are planning to build a software system (up-front design) or how an existing software system works (retrospective documentation, knowledge sharing, and learning).