I've been brewing for ~3 years and always had good luck with the three-piece airlocks. I had cut the little plastic X off of the bottom. Right up until about a month ago when I went to check on a batch and there was an abnormally large amount of junk in the airlock. I wiggled it and PSSSSHHHHHHHH. It was just about to blow. so, I scrambled around in the garage and found some "funny pipe" irrigation tubing to stuff over the neck of the airlock:
And a video of the action:
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(don't mind the scummy basement, it was a precautionary move.)
I didn't learn my lesson because I'm an idiot. December 30th, I brewed 3 batches in 24 hours and on New Years Eve, I ended up having two airlocks blow off. Luckily I moved both batches to my shower. Nothing says happy new year like cleaning a Porter and American Amber off of a popcorn ceiling. Needless to say, I ordered the blow-off tubing that afternoon.