Agricola got me into board games years ago, and it's always been a joy to go back to it. Uwe Rosenberg's games all have a similar vibe that just kinda works for my brain.
If you like Agricola (as do I), you may also like Caylus. It's a perfect information game with no randomness, and it's also the only board game that has ever truly made me feel like I am incapable of planning out even a single turn.