I wrote this post to explore solving pipes puzzles with constraint propagation and took a fun detour into sampling these puzzles. I’m still stuck on how to sample massive grids (100x100+) that guarantee a unique solution from the start without hitting a massive computation wall. I'd love to hear any ideas or feedback!