Sometimes it's the beans. If your coffee is roasted too dark or sits in the bag for weeks, bitterness is inevitable. Switch to a medium roast with a recent roast date. Also, clean your equipment—old coffee oils can add a rancid, bitter taste. Backflush your machine and wipe the group head.