google
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Middle English (in the sense ‘theft’): probably representing an Old English word related to steal, + -th2.
wiktionary
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From stealth + -y.
etymonline
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stealthy (adj.)
c. 1600, from stealth + -y (2). Related: Stealthily; stealthiness.
