We argue for greater emphasis on design in software engineering courses, and for design under consideration of non-functional requirements. In particular we show that it is sometimes quite easy to determine early whether a design satisfies performance and reliability requirements. This is done by means of examples we have used in our courses. Performance and reliability analyses, which acquire particular importance with embedded real-time systems, require familiarity with probability and queueing theory. We recommend a special course on these topics.