It is said that there are just two hard problems in computer science: cache invalidation, naming things, and off-by-1 errors. Nevertheless, the most memorable bugs for me are race-conditions and numerical stability problems.
Race-conditions are memorable, because they are difficult to reproduce. While numerical stability related issues are memorable, because it is difficult to fix them correctly.
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