Failed the same type of DP problem three times before it finally stuck

Not different problems, the literal same one, a week apart each time, because I kept "understanding" the walkthrough and then blanking on a blank page. What broke the cycle was writing my own brute force first every time, no matter how slow, then optimizing from something I actually built instead of memorizing someone else's optimal solution.