Forward planning hits a wall around level 30. That's when the dependency chains get long enough that you can't hold every possible sequence in your head. The solution? Think backward.
Instead of asking "what should I do first?", ask "what must happen last?" The final state of any arrow puzzle is an empty board. The last move is always an arrow escaping from the edge or moving into the last empty cell. By identifying that final move and working backward, you can unravel the entire solution.
Imagine three arrows: A is at the bottom pointing up, B is above A pointing up, and C is at the top pointing up. C can escape immediately. After C escapes, B can move upward into C's old spot, then escape. After B escapes, A can move up and escape.
Forward thinking: "I move C, then B, then A." This is easy for three arrows but nearly impossible for nine. Backward thinking: "A escapes last. A is blocked by B. B is blocked by C. C is free. So: C → B → A."
Reverse thinking becomes essential around the Chains stage (levels 21–80), where dependency chains of 3–5 arrows are common. It's also invaluable for the Branches stage, where multiple arrows may need to be cleared before a single blocker can move.
For very dense boards (200+), combine reverse thinking with edge-first scanning: identify the "deepest" arrow (the one most entangled in the center) as your final target, and work outward.