Alex Hirsch (the creator of the show) says it was because he didn't want it to drag on and lose the original spark that it had. a lot of other shows go on for way too long and eventually get boring. also the story was a bit too short for any more seasons. anyway it's really good and you should definitely watch it if you can.
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