The key issues were
* clean after every use (just with water)
* don't fill too much water, the water will touch the coffee for too long and make it sour, aim for just below the pressure valve
* don't tamp down the coffee grounds, just fill to the line
* dont have too fine a grind on the coffee
it sounds like a lot but I'm making great coffee now, i couldn't figure out the aeropress somehow