If Little Blue Truck isn’t on your regular list you should add it. We also loved Pond by Jim LaMarche (older audience, but beautifully illustrated and told), the Boynton books are fun to read aloud especially Barnyard Dance, and The Going to Bed Book. There are more, but these are the highlights from that age range
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