When Blake is tampering with the specimens, he accidentally leaves the lid off of a full jar. When the jar is later noticed by Robbie, it is empty.
Alice never drug tests the boys after the season 1 pilot, and she could have at anytime. There is not explanation as to why she doesn't do this again, it's just ignored for the rest of the series, like it didn't happen.