they either track calories, show recipes, or help you make a shopping list
but none of that really helps when you’re standing in your kitchen staring at random ingredients trying to figure out what to cook
so I started thinking about it more like a decision problem
instead of asking “what recipes match these ingredients”, the idea is more:
what actually makes sense to cook right now?
based on:
what you already have
what’s about to expire
what you’re trying to do (save money, reduce waste, eat better, etc)
and then ranking meals from that instead of just showing a list
the interesting part is how everything connects
when you cook something, it updates your pantry, your spending, your nutrition, and even tracks if you avoided wasting food
so over time it kind of adapts to how you actually eat instead of staying static
still refining it, but it’s already been way more useful in practice than anything I tried before