How a good word search is built
A useful word search is more than a list dropped into random squares. Each word needs a valid line, every crossing needs the same shared letter, and the final grid should feel full without making any listed word impossible to find. This generator starts with the longest words because they have the fewest possible positions. For each word it tries many seeded positions and directions, giving priority to placements that cross letters already on the page.
When a later word has nowhere to go, the generator backs up, moves an earlier word, and tries again. It also makes several repeatable layout attempts before deciding that a crowded list cannot be arranged at the selected size. That process matters: placing each word only once from top to bottom can fail even when a good arrangement exists.
After placement, empty squares are filled with letters chosen from a weighted mix. Letters used in the vocabulary list appear more often than unrelated letters, so the hidden words do not stand out as unusual clusters. The puzzle seed controls every choice, including the filler. The same words, directions, grid size, and seed therefore produce the same worksheet every time.