I always like to buy local but my LHBS has made several screw ups on my purchases so I just ordered the majority of my grains and hops online. I do buy 50lb sacks of 2 row and yeast from them though. It sucks to have a great recipe and not have accurate measurements of grains.
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It was actually a pretty honest mistake. I gave them 2 printed recipes when I came and and told them to take their time because I would be at the tap room for a while.
After looking them over the yeast part wasnt very clear.