Nonogram
HardAbout hard nonograms
Hard nonograms are 10×10 grids with 45–65% fill and up to 5 clue groups per line. The grid size is the same as medium's upper range, but lower fill percentages and denser clues mean overlap gives you less for free. You need to work harder for each deduction.
Gap analysis becomes your primary tool. Once some cells are filled and some marked X, the line fragments into segments. Check each segment: can it fit the next unplaced group? If a segment is shorter than the group, it must be entirely empty. If it exactly matches, the group goes there.
Cross-referencing between rows and columns is also required consistently. Hard puzzles rarely resolve from row analysis alone — you need to alternate between rows and columns, using each pass's results to fuel the next.
If you get stuck, use the hint system — it'll point you to a deducible cell and explain the reasoning. Moving to expert means larger grids and multi-step deductions. Master cross-referencing here first.