Standard smartphone features and AI recipe apps now automate meal planning and preparation. These tools leverage large language models to suggest substitutions and scale ingredients instantly. While useful for beginners, the utility remains incremental. Practitioners should focus on how these integrated APIs reduce friction in the kitchen without replacing culinary expertise.