Do-s and Don't-s for floating point arithmetic?

Question

What are some good do-s and don\'t-s for floating point arithmetic (IEEE754 in case there\'s confusion) to ensure good numerical stability and high accuracy in your results?

Answer 1

DO remember that because of faulty floating point arithmetic people died and billion dollars of damages occured.