Avoid Guessing

Only fill a cell when it must be filled in every valid arrangement. Mark a cell empty only when it cannot be filled in any valid arrangement.

Blind guessing can create an error that does not become visible until much later. Well-designed Nonograms are intended to be solved through deduction.