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American Fuzzy Lop? It's a fuzzer. I've never heard of a fuzzer described as a genetic algorithm that tests code paths, but that is technically correct.

A fuzzer is not going to replace unit tests or good SDLC, which often involves QA.




GA's are a good generative path for fuzzers; at a low level that's exactly what they do.




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