Companies want to validate products early, with little time for good engineering and performance work. Yet good code can provide 10-100x speed up which brings tremendous value to clients. We get help from modern hardware and algorithms but we need to know what are its strengths and limitations so we can consciously decide when to invest in engineering and what added value to expect.