How Do You Manage Trades That Move Into Profit but Stop Just Short of Your Take-Profit Target?

Watching price approach a take-profit target only to reverse into a stop-loss is one of the most frustrating execution errors. Do you strictly adhere to fixed take-profit targets, or do you trail stops behind market structure when price sweeps major liquidity zones?