How Do You Handle Partial Order Fills in Automated Trading Scripts?

When an automated limit order is only partially filled before price moves sharply toward your target, managing the remaining position size becomes crucial. Do you program your scripts to automatically cancel the unfilled portion after a time limit, or do you let market orders complete the remaining balance?