I built a pricing tool for home bakers that reads recipe photos
Finally, a costing tool that pulls live grocery prices instead of static averages.

The core product is clear and useful: snap a fridge photo, get ingredients identified and recipes prioritized by what expires first. The three-step flow and bottom navigation feel like a real MVP you could try right now, but the listing hides crucial details — accuracy of the vision model, privacy of uploaded photos, and how recipes are sourced — so it's promising but still early.
Home cooks, zero‑waste enthusiasts, busy families and anyone who wants to stop food going bad
Finally, a costing tool that pulls live grocery prices instead of static averages.
Honest QR generator, but static codes aren't new — just well-presented.
Using Gemini Vision to read volumes off milk bags is a concrete, time-saving idea that actually hits a real pain point — no more late-night math or manual entry. The chat agent that translates natural language into CLI read/write commands is a neat engineering twist that could make day‑to‑day management feel effortless, but the product will live or die on OCR accuracy, prediction reliability, and how safely that agent handles data and permissions.
Detailed sovereignty index rates Google 11/100 while EU gets GDPR opt-outs.
Yet another recipe manager with AI parsing in a saturated market.
Treats recipes as memories, not data—beautiful cards, zero dependencies, ships in one Docker compose.