Trader Joe's has released new frozen foods and bakery items that are generating buzz among shoppers. Some of the new items, including desserts and muffins, are being particularly well-received, with shoppers describing them as among the best of 2026 so far. The new releases include summer treats and possibly a revived version of a previously discontinued pastry item.