Meal logging by photo and text, with real totals and no guessing.
Manual calorie and macro tracking is tedious enough that most people quit within a week.
A logging bot that takes text and photos, uses OCR and vision to read labels and meals, tracks an inventory, and asks before it guesses instead of inventing numbers. The rebuild puts reliability ahead of features.
An honest capture-and-total loop beats a clever one that fabricates. Applies to any structured personal or business logging.