The phrase often implies strong feelings from a past negative experience affecting current behavior. He no longer rides motorcycles; once bitten, twice shy.
Pro Tip 2/3
Not Literal
It's a metaphorical expression. No actual biting is involved; it refers to any kind of bad experience. After a painful breakup, she stopped dating—once bitten, twice shy.
Pro Tip 3/3
Common Usage
Used to suggest someone has become more cautious due to a previous negative outcome. He double-checks all his work now; once bitten, twice shy.