If you've ever written "discrepenacy" by mistake, fret not! The correct spelling is "discrepancy" which refers to a difference or inconsistency. To avoid such errors, proofread your work, use spell-checkers or consult dictionaries. Remember, attention to detail is critical for accurate writing.