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How to write a binary file format

Recently I wrote a small tool ( mediaextract ) that can extract several file formats from arbitrary binary files. While writing this I had to look at many file format specifications. It quickly came apparent to me what are the dos and what the don'ts when it comes to binary file formats and their documentations, so I thought I summarize them here.