Quinoa has a protective coating on the outside of it called saponin. Saponin can make the quinoa taste bitter or soapy and for some people can cause them to get a stomachache. Although some quinoa packages say it's been pre-rinsed, I still recommend rinsing it. Place the quinoa in a fine mesh strainer and run it under cold water for a minute or so until the water runs clear.