せいで vs おかげで — can せいで ever be positive?

Learned せいで as always negative blame (雨のせいで遅れた) and おかげで as always positive thanks (先生のおかげで合格した). Saw a native use せいで sarcastically for something good and got confused. Is that just sarcasm or a real usage?
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沐學 Mizuru