Speaking to crops is more intricate. Without magic, most mundane crops are inanimate and don’t have senses like humanoids do. Your DM could enable mundane plants to reply to particularly straightforward instructions, like asking a venus fly entice to open or shut, but anything beyond the plant’s usual capabilities would need magic no matter how