I started brewing with filtered tap water and made pretty good beer. I collected the water the day before so the chlorine could off gas, but later started using campden tablets. Wanting to up my game, I ordered a water report from Ward Labs. I started playing with the water calculators and found that I could improve my water for pale ales and IPAs by adding 4 grams of gypsum and 4 grams of calcium chloride. This water profile was also creating good beer. Then I read that all beer needs to have acid added to the mash water, so I went back to the water calculator and played around with the 88% lactic acid numbers. The last beer I brewed was a Belgian IPA using 4 grams of gypsum and calcium chloride and 4ml of 88% lactic acid. This turned out to be one of the worst beers I have made in a long time. My brew session went well so I tend to think the lactic acid messed it up. Do I really need to add acid to my mash water and would 4ml of lactic acid have a big enough impact on flavor to ruin a #5 batch of beer?