> tips anyone? :)

They're not as magical as they seem, you just need some practice. Read over the dynamic programming section in https://cses.fi/book/index.php (pdf link near the top is the free English version), then do a few on https://cses.fi/problemset/ . You'll be able to handle the AoC dynamic programming ones with _no_ problem at all.